Описание
Официальный репозиторий примеров Google Cloud для Gemini и Vertex AI. Ноутбуки разбирают промпт-дизайн, function calling, мультимодальные сценарии, построение агентов и RAG-пайплайны с актуальными возможностями платформы.
Что умеет:
— учить работе с Gemini на официальных примерах;
— показывать мультимодальные сценарии;
— разбирать агентов и RAG на Vertex AI;
— обновляться вместе с платформой.
Полная документация ниже — автоматически из репозитория GoogleCloudPlatform/generative-ai (ветка main). Оригинальные материалы проекта распространяются на условиях его лицензии.
Generative AI on Google Cloud
The latest Gemini models are available! Try out Gemini 4 Argon.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI with Agent Platform.
Intro Video
| Description | |
|---|---|
 gemini/
|
Discover Gemini through starter notebooks, use cases, function calling, sample apps, and more. |
 search/
|
Use this folder if you’re interested in using Agent Search, a Google-managed solution to help you rapidly build search engines for websites and across enterprise data. (Formerly known as Enterprise Search on Generative AI App Builder). |
 rag-grounding/
|
Use this folder for information on Retrieval Augmented Generation (RAG) and Grounding. This is an index of notebooks and samples across other directories focused on this topic. |
 vision/
|
Use this folder if you’re interested in building your own solutions from scratch using features from Imagen and Veo. |
 audio/
|
Use this folder if you’re interested in building your own solutions from scratch using features from Chirp, a version of Google’s Universal Speech Model (USM). |
 setup-env/
|
Instructions on how to set up Google Cloud, the Gen AI Python SDK, and notebook environments on Google Colab and Workbench. |
 RESOURCES.md
|
Learning resources (e.g. blogs, YouTube playlists) about Generative AI on Google Cloud. |
Related Repositories
- ✨ Agent Development Kit (ADK) Samples: This repository provides ready-to-use agents built on top of the Agent Development Kit, designed to accelerate your development process. These agents cover a range of common use cases and complexities, from simple conversational bots to complex multi-agent workflows.
- 🚀 Agent Starter Pack
- A collection of production-ready Generative AI Agent templates built for Google Cloud.
- It accelerates development by providing a holistic, production-ready solution, addressing common challenges (Deployment & Operations, Evaluation, Customization, Observability) in building and deploying Gen AI agents.
- Gemini Cookbook
- genai-factory – A collection of end-to-end infrastructure blueprints to deploy generative AI infrastructures in GCP, using IaC and following security best-practices.
- Google Cloud Applied AI Engineering
- Vertex AI GenMedia Creative Studio – Experience Google’s generative media foundational models + custom workflows.
- MCP Servers for GenMedia – Empower your agents with generative media tools.
- Generative AI for Marketing using Google Cloud
- Generative AI for Developer Productivity
- Vertex AI Core
- Conversational AI
- Document AI
- Gemini in Google Cloud
- Cloud Databases
- Other
- ai-on-gke
- ai-infra-cluster-provisioning
- solutions-genai-llm-workshop
- terraform-genai-doc-summarization
- terraform-genai-knowledge-base
- genai-product-catalog
- solutionbuilder-terraform-genai-doc-summarization
- solutions-viai-edge-provisioning-configuration
- mis-ai-accelerator
- dataflow-opinion-analysis
- genai-beyond-basics
- Gemini by Example
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.