generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

21 articles

Where to Find generative-ai Repository Documentation: A Complete Guide to GoogleCloudPlatform/generative-ai

Find all generative ai repository documentation easily. This guide shows you where to locate README files within the GoogleCloudPlatform/generative-ai repository for Gemini, Genkit, and Agents.

getting-started

Mar 9, 2026

Cost Implications of Using the generative-ai-gcp Services: A Complete Pricing and Optimization Guide

Understand generative-ai-gcp costs with our guide. Learn about pay-as-you-go pricing and optimization strategies for Google Cloud AI services. Leverage free trial credits to explore.

pricing-and-optimization-guide

Mar 9, 2026

How to Monitor and Manage AI Models Deployed via Generative-AI-GCP

Effectively monitor and manage generative AI models deployed with generative-ai-gcp. Learn to use vapo_lib.py, GcpEvaluation, and Vertex AI for robust AI model oversight.

how-to-guide

Mar 9, 2026

How to Deploy a Model on Vertex AI Using the generative-ai Repository Examples

Deploy a model on Vertex AI using generative-ai examples. Learn to initialize the SDK, upload artifacts, create endpoints, and deploy your model quickly.

how-to-guide

Mar 9, 2026

Gemini API Examples in Google Cloud: Navigating the generative-ai Repository

Find Gemini API examples in the GoogleCloudPlatform/generative-ai repository. Explore workshops, gemini, and open-models folders for practical applications.

tutorial

Mar 9, 2026

How to Integrate Google's Generative Models Using the generative-ai-gcp Directory

Integrate Google's generative models using the generative-ai-gcp directory. Learn to build prompts, batch process data, and evaluate outputs with Vertex AI API.

how-to-guide

Mar 9, 2026

Key Components in the generative-ai-gcp Directory for Building AI Solutions on Google Cloud

Explore the generative-ai-gcp directory to discover Vertex AI SDK helpers, search infra, model serving, and fine-tuning for building AI solutions on Google Cloud.

architecture

Mar 9, 2026

What Is the generative-ai-gcp Directory? Purpose and Structure Explained

Explore the generative-ai-gcp directory's purpose: provisioning Google Cloud Platform resources for Generative AI samples. Learn about its IaC modules and deployment automation.

documentation

Mar 9, 2026

LLM Demos for Multiple Providers in the Google Cloud Generative AI Repository

Explore LLM demos for OpenAI, Anthropic Claude, and vLLM in Google Cloud's generative AI repository. Find production-ready code examples across multiple directories for seamless integration.

deep-dive

Mar 9, 2026

Google Cloud Services Required for the LLM Demos in the generative-ai Repository

Discover the essential Google Cloud services like Vertex AI, Cloud Run, and Cloud Storage needed to run LLM demos from the generative-ai repository. Get started today.

how-to-guide

Mar 9, 2026

How to Run Google Cloud LLM Demos Locally: Vertex AI Search and RAG Examples

Run Google Cloud LLM demos locally like Vertex AI Search and RAG. Clone the repo, install dependencies, authenticate, and start the server for hands-on generative AI examples.

how-to-guide

Mar 9, 2026

RAG Examples in the Google Cloud Generative AI Repository: LLM-Demos Directory Explained

Explore Retrieval Augmented Generation RAG examples within the GoogleCloudPlatform/generative-ai repository. Discover RAG implementations in rag-ops and qa-ops directories.

tutorial

Mar 9, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:

curl -s "https://instagit.com/install.md"

Add to your MCP client configuration:

{
  "mcpServers": {
    "instagit": {
      "command": "npx",
      "args": ["-y", "instagit@latest"]
    }
  }
}

Ask your agent:

"Use Instagit MCP to understand how GoogleCloudPlatform/generative-ai works."

Works with

Claude Codex Cursor VS Code OpenClaw Any MCP Client

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