Generative AI Examples (2024)

Try Gemini 1.5 models, the latest multimodal models in Vertex AI, and see what you can build with up to a 2M token context window
Generative AI Examples (1)

Generate text, images, code, and more with Google Cloud AI

Transform content creation and discovery, research, customer service, and developer efficiency—all with the power of Google Cloud generative AI.

New customers can get up to$300 in free creditsto try Google Cloud AI products.

Get started for freeRequest a demo

Highlights

  • How businesses use generative AI
  • How does generative AI work?
  • Google Cloud's generative AI offerings

Overview

What is generative AI?

Generative AI or generative artificial intelligence refers to the use of AI to create new content, like text, images, music, audio, and videos.

Generative AI is powered by foundation models (large AI models) that can multi-task and perform out-of-the-box tasks, including summarization, Q&A, classification, and more. Plus, with minimal training required, foundation models can be adapted for targeted use cases with very little example data.

Explore 101 real-world gen AI use cases from the world's leading organizationsRead the blog

How does generative AI work?

Generative AI works by using an ML model to learn the patterns and relationships in a dataset of human-created content. It then uses the learned patterns to generate new content.

The most common way to train a generative AI model is to use supervised learning - the model is given a set of human-created content and corresponding labels. It then learns to generate content that is similar to the human-created content and labeled with the same labels.

Common generative AI applications

Generative AI processes vast content, creating insights and answers via text, images, and user-friendly formats. Generative AI can be used to:

- Improve customer interactions through enhanced chat and search experiences

- Explore vast amounts of unstructured data through conversational interfaces and summarizations

- Assist with repetitive tasks like replying to requests for proposals (RFPs), localizing marketing content in five languages, and checking customer contracts for compliance, and more

Quick start guides for key business areasExplore the value of gen AI

What generative AI offerings does Google Cloud have?

With Vertex AI, interact with, customize, and embed foundation models including Gemini into your applications—no ML expertise required. Access foundation models on Model Garden, tune models via a simple UI on Vertex AI Studio, or use models in a data science notebook.

Vertex AI Agent Builder offers developers the fastest way to build generative AI powered search engines and AI agents.

And, Gemini for Google Cloud serves as an always-on AI collaborator that helpsusers of all skill levels where they need it.

Need help implementing generative AI solutions?

Work with Google's experts to get up and running quickly with generative AI. Explore our consulting service offerings in generative AI which can help your organization with:

- Creating new text and image content

-Discovering trends and gaining insights from data

-Summarizing for faster decision-making

-Automating solutions and processes

- Productionizing your generative AI solutions

Check out the entire Google Cloud Consultingportfolio of service offerings.

Google’s approach to responsible AI

Google Cloud products and product updates have safety and security built in, are guided by Google's AI Principles, and are focused on helping enterprises control their use of IP, data, and individual privacy.

How It Works

Generative AI is poised to usher in a new wave of interactive, multimodal experiences that transform how we interact with information, brands, and one another. Harnessing the power of decades of Google’s research, innovation, and investment in AI, Google Cloud is bringing businesses and governments the ability to generate text, images, code, videos, audio, and more from simple natural language prompts.

Request a demo

Generative AI Examples (4)

Latest on generative AI with Google Cloud

Common Uses

Modernize customer service

Improve employee productivity, customer analytics, and deflection rates with AI

Generative AI can support customer service agents by enabling them to quickly synthesize answers from internal knowledge bases and external references, as well as summarize conversations to quickly resolve issues. Analysts can easily view call center and customer analytics with predictive models, enabling them to personalize a customer’s experience. To improve deflection rates, organizations can use gen AI to auto-generate FAQ responses and enhance their websites with multimodal search and content summarization.

Start discovery on Solutions Center

Improving live customer service experiences with generative AI

Improve employee productivity, customer analytics, and deflection rates with AI

Generative AI can support customer service agents by enabling them to quickly synthesize answers from internal knowledge bases and external references, as well as summarize conversations to quickly resolve issues. Analysts can easily view call center and customer analytics with predictive models, enabling them to personalize a customer’s experience. To improve deflection rates, organizations can use gen AI to auto-generate FAQ responses and enhance their websites with multimodal search and content summarization.

Start discovery on Solutions Center

Improving live customer service experiences with generative AI

Improve developer efficiency

Drive developer productivity with code assistance

Gemini Code Assist offers AI-powered assistance to help developers build applications with higher velocity and quality in popular code editors like VS Code and JetBrains. It supports your private codebase wherever it lives — even across multiple repositories.

With gen AI support in Vertex AI, enterprises can tune Codey, a family of code models, using their own code base. The ability to customize these models helps you generate code that complies with established coding standards and conventions while leveraging custom endpoints and proprietary codebases for code generation tasks.

Try Codey in Vertex AI for free

Improving developer efficiency with generative AI

Drive developer productivity with code assistance

Gemini Code Assist offers AI-powered assistance to help developers build applications with higher velocity and quality in popular code editors like VS Code and JetBrains. It supports your private codebase wherever it lives — even across multiple repositories.

With gen AI support in Vertex AI, enterprises can tune Codey, a family of code models, using their own code base. The ability to customize these models helps you generate code that complies with established coding standards and conventions while leveraging custom endpoints and proprietary codebases for code generation tasks.

Try Codey in Vertex AI for free

Improving developer efficiency with generative AI

Gen AI for marketing

Supercharge creativity, productivity, and impact at scale

Generative AI helps marketers engage with customers and drive positive business outcomes.

Top use cases include:

  • Utilizing chatbots and AI agents that react in real time to deliver more accurate and personalized responses using your own datasets.
  • Synthesizing data to understand customer profiles and generating content to reach target customers.
  • Generating new product concepts and designs using textual descriptions and parameters.
  • Summarize large documents with a preconfigured generative AI solution

Try Gemini in Vertex AI

Transform marketing with Generative AI

Supercharge creativity, productivity, and impact at scale

Generative AI helps marketers engage with customers and drive positive business outcomes.

Top use cases include:

  • Utilizing chatbots and AI agents that react in real time to deliver more accurate and personalized responses using your own datasets.
  • Synthesizing data to understand customer profiles and generating content to reach target customers.
  • Generating new product concepts and designs using textual descriptions and parameters.
  • Summarize large documents with a preconfigured generative AI solution

Try Gemini in Vertex AI

Transform marketing with Generative AI

Website modernization

Unlock business value across the consumer jounery

Transform your website and mobile app experience with gen AI. Using Vertex AI's content generation tools, powered by Gemini, you can generate text, audio, and images at scale. Localize and translate content to engage with customers in new markets with cultural relevance. Build next-generation search experiences on your website to enable users to find accurate information quickly. Deploy AI agents to retrieve information and submit basic transactions, while having granular control over what your AI agent says.

Start website modernization discovery

Enhance content and improve navigation with generative AI

Unlock business value across the consumer jounery

Transform your website and mobile app experience with gen AI. Using Vertex AI's content generation tools, powered by Gemini, you can generate text, audio, and images at scale. Localize and translate content to engage with customers in new markets with cultural relevance. Build next-generation search experiences on your website to enable users to find accurate information quickly. Deploy AI agents to retrieve information and submit basic transactions, while having granular control over what your AI agent says.

Start website modernization discovery

Enhance content and improve navigation with generative AI

Take the next step with Google Cloud

New customers get up to $300 in free credits to try Google Cloud AI products

Get started for free

Have a large project?

Contact sales

Generative AI Examples (21)

Meet Vertex AI, our unified platform for using generative AI

Learn more

Generative AI Examples (22)

Easily build no code conversational AI agents with Agent Builder

Learn more

Generative AI Examples (23)

View examples of prompts and responses from our generative AI models

Explore sample prompts

Generative AI Examples (2024)

FAQs

What is generative AI and examples? ›

Generative AI or generative artificial intelligence refers to the use of AI to create new content, like text, images, music, audio, and videos. Generative AI is powered by foundation models (large AI models) that can multi-task and perform out-of-the-box tasks, including summarization, Q&A, classification, and more.

What is the most famous generative AI? ›

The best generative AI tools at a glance
CategoryBest for
Wondershare FilmoraAI video toolsAI video editing
MidjourneyAI image toolsHigh-quality results
Adobe PhotoshopAI image toolsAI-powered editing
DALL·E 3AI image toolsEase of use
16 more rows
Jun 7, 2024

How is generative AI used today? ›

Some of the applications of generative AI in the financial services industry include artificial intelligence investment strategies, drafting documentation and monitoring regulatory changes, and using generative AI as an interpreter to facilitate communications between clients and investors.

Is ChatGPT a generative AI? ›

ChatGPT is a form of generative AI that helps with content creation and information retrieval.

What is the difference between AI and generative AI? ›

Unlike Traditional AI, Generative AI does not rely on explicit rules but rather learns patterns and structures from vast amounts of data. One of the most significant advancements in Generative AI is the use of neural networks, specifically deep learning models.

Is Grammarly generative AI? ›

Generative AI Writing Assistance at Your Fingertips

Grammarly is the AI communication assistant that's up to speed on your context and preferred writing style. Use Grammarly's generative AI to unblock your ideas and enable accelerated productivity for teams and individuals.

What is the downside of generative AI? ›

Lack of trust and authenticity

Gen AI can generate information that appears factual but is often inaccurate. This is often called AI hallucinations. We must remember that: although Gen AI models appear to understand the content that they use and generate, they do not understand it.

Which of the following is not a generative AI? ›

Which of the following is NOT a type of Generative AI? Explanation: Decision trees are a type of discriminative AI, which means that they are used to classify existing content. Neural networks, genetic algorithms, and rule-based systems are all types of Generative AI.

Does Google have generative AI? ›

Use our Gen AI Navigator to assess your organization's fastest path to adopting and benefiting from generative AI. Learn how generative AI can transform customer service, enhance employee productivity, automate business processes, and more.

Is Alexa a generative AI? ›

Amazon has made many AI-related enhancements to Alexa in recent months, including a new generative AI model to give the virtual assistant a more opinionated personality and the ability to adjust its tone and response to express human emotions like excitement or surprise.

What is the first generative AI? ›

Generative AI was introduced in the 1960s in chatbots. But it was not until 2014, with the introduction of generative adversarial networks, or GANs -- a type of machine learning algorithm -- that generative AI could create convincingly authentic images, videos and audio of real people.

What's the opposite of generative AI? ›

Generative AI creates fresh content while predictive AI uses algorithms to spot forward-looking correlations.

What are the 4 types of AI with example? ›

Some of these types of AI aren't even scientifically possible right now. According to the current system of classification, there are four primary AI types: reactive, limited memory, theory of mind, and self-aware. Let's take a look at each type in a little more depth.

What is an example of generative learning? ›

Some examples include using flashcards, past papers, and quick-fire quizzes. This approach is generative because actively recalling information from memory helps to strengthen connections between new information and learned material.

What is an example of a generative model? ›

A generative model could generate new photos of animals that look like real animals, while a discriminative model could tell a dog from a cat. GANs are just one kind of generative model.

Which of the following is an example of a generative AI application? ›

Conversational agents: Generative AI can be used to create chatbots and other conversational agents that can interact with users in natural language. For example, Google's Duplex AI can make phone calls to book appointments and reservations, and can even carry on a natural-sounding conversation with a human.

Top Articles
THE ULTIMATE GUIDE TO TRANSFER FROM BINANCE TO METAMASK (TOKENS)
2023 | How to Check Tiktok Video Copyright Before Uploading?
Katie Pavlich Bikini Photos
Gamevault Agent
Hocus Pocus Showtimes Near Harkins Theatres Yuma Palms 14
Free Atm For Emerald Card Near Me
Craigslist Mexico Cancun
Hendersonville (Tennessee) – Travel guide at Wikivoyage
Doby's Funeral Home Obituaries
Vardis Olive Garden (Georgioupolis, Kreta) ✈️ inkl. Flug buchen
Select Truck Greensboro
Things To Do In Atlanta Tomorrow Night
How To Cut Eelgrass Grounded
Pac Man Deviantart
Alexander Funeral Home Gallatin Obituaries
Craigslist In Flagstaff
Shasta County Most Wanted 2022
Energy Healing Conference Utah
Testberichte zu E-Bikes & Fahrrädern von PROPHETE.
Aaa Saugus Ma Appointment
Geometry Review Quiz 5 Answer Key
Walgreens Alma School And Dynamite
Bible Gateway passage: Revelation 3 - New Living Translation
Yisd Home Access Center
Home
Shadbase Get Out Of Jail
Gina Wilson Angle Addition Postulate
Celina Powell Lil Meech Video: A Controversial Encounter Shakes Social Media - Video Reddit Trend
Walmart Pharmacy Near Me Open
Dmv In Anoka
A Christmas Horse - Alison Senxation
Ou Football Brainiacs
Access a Shared Resource | Computing for Arts + Sciences
Pixel Combat Unblocked
Cvs Sport Physicals
Mercedes W204 Belt Diagram
Rogold Extension
'Conan Exiles' 3.0 Guide: How To Unlock Spells And Sorcery
Teenbeautyfitness
Weekly Math Review Q4 3
Facebook Marketplace Marrero La
Nobodyhome.tv Reddit
Topos De Bolos Engraçados
Gregory (Five Nights at Freddy's)
Grand Valley State University Library Hours
Holzer Athena Portal
Hampton In And Suites Near Me
Stoughton Commuter Rail Schedule
Bedbathandbeyond Flemington Nj
Free Carnival-themed Google Slides & PowerPoint templates
Otter Bustr
Selly Medaline
Latest Posts
Article information

Author: Pres. Carey Rath

Last Updated:

Views: 6558

Rating: 4 / 5 (61 voted)

Reviews: 84% of readers found this page helpful

Author information

Name: Pres. Carey Rath

Birthday: 1997-03-06

Address: 14955 Ledner Trail, East Rodrickfort, NE 85127-8369

Phone: +18682428114917

Job: National Technology Representative

Hobby: Sand art, Drama, Web surfing, Cycling, Brazilian jiu-jitsu, Leather crafting, Creative writing

Introduction: My name is Pres. Carey Rath, I am a faithful, funny, vast, joyous, lively, brave, glamorous person who loves writing and wants to share my knowledge and understanding with you.