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google-cloud-solution-rag-enterprise-search-gke-sqldb

by Google Cloud Skills

Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. Use when users need a vector-enabled SQL database as the store and index for the embedding vectors, an open model and open-source inferencing framework, and Kubernetes containers to host all the application components. DON'T use this skill for fully-managed RAG, or SaaS search services, or when a non-SQL vector database is required.

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Install this skill

Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.

npx @skills-hub-ai/cli install google-cloud-skills-google-cloud-solution-rag-enterprise-search-gke-sqldb
Or download directly:
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Setup by platform

Claude Code

~/.claude/skills/<skill>/SKILL.md

Setup guide →

Install

One-click setup for your editor

Run in your project root

npx @skills-hub-ai/cli install google-cloud-skills-google-cloud-solution-rag-enterprise-search-gke-sqldb --target claude-code

Instructions

This skill doesn’t include stateful context yet, instructions only. Learn about stateful skills.

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Frequently asked questions about google-cloud-solution-rag-enterprise-search-gke-sqldb

What does the google-cloud-solution-rag-enterprise-search-gke-sqldb skill do?

Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. Use when users need a vector-enabled SQL database as the store and index for the embedding vectors, an open model and open-source inferencing framework, and Kubernetes containers to host all the application components. DON'T use this skill for fully-managed RAG, or SaaS search services, or when a non-SQL vector database is required. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.

How do I install the google-cloud-solution-rag-enterprise-search-gke-sqldb skill?

Run `npx @skills-hub-ai/cli install google-cloud-skills-google-cloud-solution-rag-enterprise-search-gke-sqldb` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/google-cloud-skills-google-cloud-solution-rag-enterprise-search-gke-sqldb/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.

Which AI tools does google-cloud-solution-rag-enterprise-search-gke-sqldb work with?

google-cloud-solution-rag-enterprise-search-gke-sqldb runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.

Is the google-cloud-solution-rag-enterprise-search-gke-sqldb skill free?

Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.

How do I use google-cloud-solution-rag-enterprise-search-gke-sqldb after installing it?

In Claude Code, type `/google-cloud-skills-google-cloud-solution-rag-enterprise-search-gke-sqldb` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.

Can I share the google-cloud-solution-rag-enterprise-search-gke-sqldb skill with my team?

Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.