Discover GoogleCloudPlatform/applied-ai-engineering-samples Open

Code samples used on cloud.google.com

7,867

python-docs-samples

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

7,432

generative-ai

Sample apps and code written for Google Cloud in the Go programming language.

6,517

golang-samples

4,284

professional-services

Common solutions and tools developed by Google Cloud's Professional Services team. This repository and its contents are not an officially supported Google product.

Node.js samples for Google Cloud Platform products.

2,825

nodejs-docs-samples

JavaScript

2,807

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

A user-space file system for interacting with Google Cloud Storage

2,772

gcsfuse

2,046

community

PerfKit Benchmarker (PKB) contains a set of benchmarks to measure and compare cloud offerings. The benchmarks use default settings to reflect what most users will see. PerfKit Benchmarker is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.

1,919

PerfKitBenchmarker

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

1,885

asl-ml-immersion

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

1,799

vertex-ai-samples

Java and Kotlin Code samples used on cloud.google.com

1,659

java-docs-samples

Source code accompanying O'Reilly book: Machine Learning Design Patterns

1,610

ml-design-patterns

Get up and running with Jenkins on Google Kubernetes Engine

1,600

continuous-deployment-on-kubernetes

Shell

1,582

cloudml-samples

Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

End-to-end modular samples and landing zones toolkit for Terraform on GCP.

1,516

cloud-foundation-fabric

localllm

cloud-builders

Builder images and examples commonly used for Google Cloud Build

1,374

cloud-sql-proxy

A utility for connecting securely to your Cloud SQL instances

1,263

cloud-builders-community

Community-contributed images for Google Cloud Build

1,258

berglas

A tool for managing secrets on Google Cloud

1,236

data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Sample applications for Google Kubernetes Engine (GKE)

1,230

kubernetes-engine-samples

FaaS (Function as a service) framework for writing portable Node.js functions

1,228

functions-framework-nodejs

Cloud Dataflow Google-provided templates for solving in-Cloud data tasks

1,162

DataflowTemplates

Useful scripts, udfs, views, and other utilities for migration and data warehouse operations in BigQuery.

1,135

bigquery-utils

Sample code for Google Cloud Vision

1,117

cloud-vision

Retail banking sample application showcasing Kubernetes and Google Cloud

1,097

bank-of-anthos

Builders and buildpacks designed to run on Google Cloud's container platforms

994

buildpacks

982

php-docs-samples

A collection of samples that demonstrate how to call Google Cloud services from PHP.

PHP

961

cloud-foundation-toolkit

The Cloud Foundation toolkit provides GCP best practices as code.

958

deploymentmanager-samples

Deployment Manager samples and templates.

Jinja

938

flask-talisman

HTTP security headers for Flask

GCP Config Connector, a Kubernetes add-on for managing GCP resources

896

k8s-config-connector

891

gsutil

A command line tool for interacting with cloud storage services.

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

874

DataflowJavaSDK

857

nodejs-getting-started

A tutorial for creating a complete application using Node.js on Google Cloud Platform

JavaScript

806

magic-modules

Add Google Cloud Platform support to Terraform

804

gcr-cleaner

Delete untagged image refs in Google Container Registry or Artifact Registry

802

keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Lightweight Kubernetes controllers as a service

797

metacontroller

790

awesome-google-cloud

A curated list of awesome stuff for Google Cloud.

777

mlops-on-gcp

Code samples for using Python on Google Cloud Platform

773

getting-started-python

.NET code samples used on https://cloud.google.com

756

dotnet-docs-samples

736

click-to-deploy

Source for Google Click to Deploy solutions listed on Google Cloud Marketplace.

IAP Desktop is a Windows application that provides zero-trust Remote Desktop and SSH access to Linux and Windows VMs on Google Cloud.

729

iap-desktop

708

cloud-sdk-docker

Google Cloud CLI Docker Image - Docker Image containing the gcloud CLI and its bundled components.

Dockerfile

697

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

FaaS (Function as a service) framework for writing portable Python functions

671

functions-framework-python

[DEPRECATED] Kubernetes operator for managing the lifecycle of Apache Flink and Beam applications.

670

flink-on-k8s-operator

657

terraform-google-examples

Collection of examples for using Terraform with Google Cloud Platform.

FaaS (Function as a service) framework for writing portable Dart functions

573

functions-framework-dart

Dart

535

cloud-run-button

Let anyone deploy your GitHub repos to Google Cloud Run with a single click

527

bigquery-oreilly-book

Source code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media

Use a custom domain in your Go import path

523

govanityurls

518

ml-on-gcp

Machine Learning on Google Cloud Platform

Sample iPython notebook with soccer predictions

484

practical-ml-vision-book

getting-started-java

ipython-soccer-predictions

Google Cloud Monitoring Dashboard Samples

473

monitoring-dashboard-samples

Datasets of daily time-series data related to COVID-19 for over 20,000 distinct locations around the world.

471

covid-19-open-data

Official Repo for Google Cloud AI Platform. Find samples for Vertex AI, Google Cloud's new unified ML platform at: https://github.com/GoogleCloudPlatform/vertex-ai-samples

471

ai-platform-samples

Freemarker based templates that build with the gradle-appengine-plugin

457

hackathon-toolkit

GCP Hackathon Toolkit

HTML

440

gradle-appengine-templates

439

distributed-load-testing-using-kubernetes

Distributed load testing using Kubernetes on Google Container Engine

Smarty

438

terraform-validator

Terraform Validator is not an officially supported Google product; it is a library for conversion of Terraform plan data to CAI Assets. If you have been using terraform-validator directly in the past, we recommend migrating to `gcloud beta terraform vet`.

437

cloud-code-vscode

Cloud Code for Visual Studio Code: Issues, Documentation and more

416

nodejs-docker

The Node.js Docker image used by Google App Engine Flexible.

Cloud Operations Sandbox is an open source collection of tools that helps practitioners to learn O11y and R9y practices from Google and apply them using Cloud Operations suite of tools.

407

cloud-ops-sandbox

Utility to compare data between homogeneous or heterogeneous environments to ensure source and target tables match

405

professional-services-data-validator

Code templates to make working with Kubernetes feel like editing and debugging local code.

403

k8s-stackdriver

390

cloud-code-samples

healthcare

require-so-slow

`require`s taking too much time? Profile 'em.

FaaS (Function as a service) framework for writing portable Go functions

373

functions-framework-go

373

k8s-multicluster-ingress

kubemci: Command line tool to configure L7 load balancers using multiple kubernetes clusters

372

compute-image-packages

Packages for Google Compute Engine Linux images.

android-docs-samples

stackdriver-errors-js

Client-side JavaScript exception reporting library for Cloud Error Reporting

JavaScript

358

mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

Google Cloud IOT Example on ESP8266

343

google-cloud-iot-arduino

C++

340

istio-samples

Istio demos and sample applications for GCP

Shell

331

ios-docs-samples

iOS samples that demonstrate APIs and services of Google Cloud Platform.

Swift

325

cloud-code-intellij

Plugin to support the Google Cloud Platform in IntelliJ IDEA - Docs and Issues Repository

319

security-analytics

Community Security Analytics provides a set of community-driven audit & threat queries for Google Cloud

The source for the CLI and web app at gcping.com

315

gke-networking-recipes

Shell

307

gcping

303

solutions-terraform-cloudbuild-gitops

New home for Spring Cloud GCP development starting with version 2.0.

301

spring-cloud-gcp

Kubernetes custom controller and CRDs to managing Airflow

299

airflow-operator

296

genai-for-marketing

Showcasing Google Cloud's generative AI for marketing scenarios via application frontend, backend, and detailed, step-by-step guidance for setting up and utilizing generative AI tools, including examples of their use in crafting marketing materials like blog posts and social media content, nl2sql analysis, and campaign personalization.