Generative AI prompt samples

Choose a sample to view an example of a prompt and a response from one of Google's generative AI models. Alternatively, you can view and test prompts in the Google Cloud console if you have a Google Cloud account:

Go to Prompt gallery

For details on how to query a model with different parameter values and compare results, see one of the following topics based on your use case: image understanding, video understanding, audio understanding, or document understanding.

Use case: Answer Question Classify Code Extract Summarize Transform Write / Generate

• A rainbows and sunshine chatbot

  Write / Generate: A chatbot that provides positive and cheerful responses.

• Job post

  Write / Generate: Write a job post and description.

• Ad copy from video

  Write / Generate: Write a creative ad copy based on a video.

• Ad copy

  Write / Generate: Write ad copy for different topics from a product description.

• Advertising Campaign

  Write / Generate: The AI is tasked to create advertising campaigns for its clients.

• Airline reviews

  Write / Generate: The prompt asks the model to write a summary based on customer reviews of an airline company called GoWhereYouLike.

• Analyze financial news

  Summarize: Provide an overall investment rating on a company based on recent news.

• Analyze market share

  Answer Question: Analyze the competitive landscape of the streaming service market based on financial data.

• Animal facts

  Answer Question: Answer questions about an animal only based on provided paragraphs.

• Animal Information Chatbot

  Write / Generate: The animal assistant chatbot answers questions about animals.

• Application extraction

  Extract: Extract the organization name and other data from an application.

• Classify articles

  Classify: Label articles with custom topics.

• Audio Summarization

  Summarize: Summarize an audio file

• Audio summary on clean energy

  Summarize: Summarize a piece of audio recording.

• Audio transcription

  Extract: Generate the transcription for a piece of audio recording.

• Audio/video Q&A

  Answer Question: Audio/video Q&A

• Hashtags for a video

  Summarize: Generate hashtags for a video ad

• Beach vacation

  Write / Generate: The prompt asks the model to write a summary based on customer reviews of a beach in California.

• Blog post creator

  Write / Generate: Create a blog post

• Book Publishing and Editing

  Write / Generate: Take a verbose, subjective excerpt and distill it into a concise, objective list of facts

• Brand extractor

  Extract: Extract product and brand names from text.

• Build a TensorFlow neural network

  Code: An example based tutorial on how to build Tensorflow neural network for better accuracy.

• Business Development Writing

  Write / Generate: Extract relevant information from the user input that can be used in business development initiatives.

• Support call next steps

  Summarize: Summarize actions taken during a custom support call and agent next steps.

• Support call summary

  Summarize: Summarize a customer support call from the agent perspective.

• Chatbot recommendations for courses

  Write / Generate: A chatbot suggests courses for a performing arts program.

• Classify headlines

  Classify: Label news headlines with custom topics using examples.

• Code optimization explanation

  Code: Optimize and explain C++ code, focusing on time complexity.

• Company Financial Analysis

  Answer Question: Company Financial Analysis

• Company chatbot

  Answer Question: Create a chatbot for customers with basic company information.

• Completing Go functions

  Code: Generate SQL scripts based on a CSV file using Go

• Contract analysis

  Extract: Find the governing law in a contract.

• Grammar help

  Write / Generate: Rewrite text with correct grammar.

• Create job postings & emails

  Write / Generate: Create job postings and marketing emails.

• Creative rewrite

  Write / Generate: Rewrite a blog post for social media

• Cuisine questions

  Answer Question: Use the provided sources to answer questions about Vietnamese cuisine with citations.

• Culinary Dish Classification

  Extract: Analyze popular Italian pasta by sorting them, identifying key ingredients, and presenting in a requested format.

• Classify help tickets

  Classify: Label help tickets with custom categories using examples.

• Customer review summarization

  Summarize: Summarize and assign a sentiment to customer restaurant reviews.

• Customer Service Assistance

  Answer Question: The prompt works to extract the main issues out from customer service complaints and suggest ways to resolve them.

• Data science learning plan

  Transform: Create a tailored data science learning plan with specific resources for a user with given background, interests, and goals.

• Data sources and monitoring

  Code: Specify different training data and add monitoring.

• Debug check sum parity

  Code: Debug the given C++ code.

• Debug nullptr error

  Code: Debug C++ code with explanations.

• Describe Python code

  Code: Provide a detailed description of Python timer code.

• Describe video content

  Write / Generate: Get a description of the contents of a rock climbing video.

• Dialog summary

  Summarize: Summarize a conversation using examples.

• Django form debugging

  Code: Evaluating Django form-handling code to identify bugs, inefficiencies, and security issues.

• Docker script

  Code: Writing a script in Docker to set up your environment

• Document classification

  Classify: Find the category of a document among a list of categories.

• Document comparison

  Summarize: Compare the contents of 2 documents

• Extract entities from an invoice

  Extract: Extract entities from an invoice document and return them in JSON.

• Document entity extraction

  Extract: Extract a set of entities from a document and return them in JSON.

• Document question answering

  Answer Question: Answer question(s) over a document.

• Document summarization

  Summarize: Summarize the content of a document.

• Document translation

  Transform: Translate the content of a document.

• E-commerce Business Report

  Write / Generate: Analyze the product information provided to generate a report based on the category or categories input by the user.

• Educational content generator

  Write / Generate: This model is helping teachers with generating topics, open-ended and closed-ended multiple choice questions.

• Educational Lesson Planning

  Write / Generate: The prompt creates an engaging and grade level appropriate lesson plan for teachers.

• English text sample

  Transform: English text sample

• European Travel Itinerary

  Write / Generate: The prompt guides the model to create a European travel itinerary with requests from the user.

• Explain a SQL function

  Code: Explain a SQL code snippet.

• Explain JavaScript code

  Code: Walking through Javascript code block

• Extract from earnings report

  Extract: Extract insights of an earnings report.

• Extract dates & events

  Extract: Extract dates and description of events in chronological order from a paragraph.

• Extract information from a chart

  Extract: Generate a description of a diagram, so that it can be indexed and searched over.

• Extract text from images

  Extract: Transcribe text from a handwritten note.

• Extract video chapters

  Extract: Extract the chapters in a video as structured JSON

• Fill an empty form

  Write / Generate: Automatically fill a form field in a target form from a source document.

• Financial QA - Deductive

  Answer Question: Ask deductive questions about a (long) financial document.

• Financial QA - Extractive

  Answer Question: Ask extractive questions about a (long) financial document.

• Financial table summarization

  Summarize: Summarize key insights from a financial report table with heavy numerical info.

• Translation

  Transform: Translate text from English to French

• Generate a web form

  Code: Generate a modern Web form using HTML and Javascript.

• Generate C++ test cases

  Code: Validate the behavior of a C++ class using varied assertions

• Generate code from comments

  Code: Generate Java code from natural-language comments

• Generate Go commit message

  Code: Create a conventional commit message for Golang changes.

• Generate Java changelogs

  Code: Generate a concise code change-log entry based on a diff file for Java code.

• Generate Java classes

  Code: Create an interface and class implementation in Java.

• Generate Java unit tests

  Code: Generate unit tests for legacy Java code

• Generate Python docstrings & comments

  Code: Generate docstrings and comments for Python functions.

• Generate quick sort unit test

  Code: Generate unit tests for a given Python function.

• Generate search tree tests

  Code: Create unit tests with edge cases for binary search trees

• Generate Social Media Contents

  Summarize: Provide an attractive caption and hashtags of your video for social media.

• Generate SQL query

  Code: Generate a SQL query to count and sort unique logins in the last month

• Hashtag tokenization

  Summarize: Create and tokenize hashtags.

• Hedge unanswerable question

  Extract: Ask an unanswerable question to the model.

• Homework

  Answer Question: Solve a math question

• Hotel brand strategy

  Write / Generate: Create a brand strategy for a boutique hotel chain for book lovers

• Hurricane chart identification

  Answer Question: Identify elements of a hurricane chart

• Few shot image to JSON

  Answer Question: Use world knowledge and the provided examples to answer questions.

• Image question answering

  Answer Question: Show the model an image of a fruit and find the price from another image.

• Image text to JSON

  Extract: Extract the items and prices from a fish market photo and output them in JSON.

• Interview Prep QA

  Answer Question: This model helps prepare interviewers for various different interviews.

• Interview questions

  Write / Generate: Create interview questions based on a job title.

• Japanese text sample

  Transform: Japanese text sample

• JavaScript physics simulation

  Code: Modifying and explaining a JavaScript marble simulation.

• Learn about dataset transformations

  Code: Understand preprocessing, balancing, stratification, and dataset suitability for machine learning.

• Legal QA - Extractive

  Answer Question: Ask extractive questions about a (long) legal document.

• Logo Detection

  Extract: Extract general Logos' appearance in the video with timestamps.

• Marketing content generator

  Write / Generate: This prompt generates an article promoting a brand using a famous person and a pet.

• Product announcement

  Write / Generate: Write a marketing announcement highlighting product features.

• Mathematical Reasoning

  Answer Question: Solve a math question

• Modify tone & writing style

  Write / Generate: Change the tone and writing style of a blurb.

• Creative naming

  Write / Generate: Generate an interesting name for a store.

• Nonprofit Media Assistance

  Answer Question: A media relations bot provides talking points extracted from a year-end report.

• Classify objects

  Classify: Label objects with custom categories using examples.

• Optimize uniqueness check

  Code: Optimize the generation of unique identifiers.

• Organize viewpoints and examples

  Extract: Extract main viewpoints and examples into a table, given the provided template and user input.

• Personalized development suggestions

  Transform: Generate tailored educational and professional development suggestions in JSON format based on provided personal profile data.

• Pet/animal needs

  Write / Generate: Help pet owners with their pets

• Tech specs

  Extract: Generate technical specifications in JSON format.

• Predicting revenue

  Code: Train and evaluate a Random Forest model using sales data.

• Procedural to OOP refactoring

  Code: Convert procedural code to an object-oriented design

• Product Advertisement Ideas

  Write / Generate: Decide on the best advertising method for the user-input product/company

• Product description classification

  Classify: Name and categorize shoes in JSON format.

• Product Detection

  Extract: Extract a specific retail product with the reference image in the video with timestamps.

• Python algorithm

  Code: Generate codes for algorithm using context clues.

• Python/ data science explanation

  Code: Describe how Python code retrieves and visualizes data.

• Python from documentation

  Code: Generate a Python function given its docstring

• Python visualization

  Code: Write Python code to visualize a weighted directed graph with example data

• Question answering about a chart

  Answer Question: Answer questions by analyzing a simple line chart.

• Question answering about an image

  Answer Question: Answer knowledge-extensive questions about an image

• Refactoring Python code

  Code: Refactor Python code for better modularity and add functionality.

• Regex completion and explanation

  Code: Implement regex-based sentence splitting for function completion.

• Regexed

  Code: Convert natural language queries and constraints to regex constructs

• Replace callbacks by async/await

  Code: Replace callbacks by async/await for better readability and error handling in JavaScript.

• Research assistant

  Answer Question: Understand the key attributes of the research paper's methodology

• Rules' Effect on Profits

  Write / Generate: Generate content for a section of a college sports management textbook.

• Scene Improvement for Scriptwriting

  Write / Generate: The model acts as a chatbot that helps improve scripts for television and film.

• Screenwriting

  Write / Generate: The prompt instructs the model to outline a movie plot and generate character ideas.

• Sentiment analysis

  Classify: Assign a positive or negative sentiment to text.

• Person sentiment

  Classify: Assign a positive or negative sentiment to a person in a news article.

• Skin care questions

  Answer Question: Use only the provided sources to answer questions without citations.

• Speech Writing

  Write / Generate: A speech must be written adhering to the information input by the user.

• SQL query explanation

  Code: Explain the components of two SQL queries, compare outputs, and assess efficiency.

• Stock price table as JSON

  Extract: Generate key information from a stock data table and return as JSON

• Summarization of reviews

  Write / Generate: Summarize reviews to understand pros and cons of businesses and provide relevant advice.

• Summarize hotel reviews

  Summarize: Summarize the pros and cons from a set of hotel reviews.

• Article summary

  Summarize: Summarize a news article.

• Summarize video

  Summarize: Summarize a video and extract important dialogue.

• Support chat summary

  Summarize: Summarize a customer support call.

• Support chat summary - French

  Summarize: Summarize a customer support chat in French.

• Swimming Q&A

  Answer Question: Questions & answers about learning swimming.

• Synopsis assistance for writers

  Write / Generate: The prompt is meant to create ideas for a writer to formulate a marketable synopsis of their submitted work.

• Table parsing from document

  Answer Question: Extract a table from a document and return it in a structured format (e.g., HTML).

• Teaching Python decorators

  Code: Identify and explain the decorators in code.

• Classify text

  Classify: Label short-form text with custom categories using examples.

• Title generation

  Summarize: Create a title for an article using examples.

• Transcript summary

  Summarize: Summarize a transcript using examples.

• Translate C++ to Java

  Code: Convert C++ code to Java while preserving functionality

• Travel tips

  Write / Generate: The user wants the model to help a new traveler with travel tips for traveling.

• Typescript migration

  Code: Translate JavaScript to TypeScript.

• User query assistance

  Extract: This prompt uses website help center text to help users find answers to questions.

• Vacation Planning

  Write / Generate: The model's goal is helping a client plan a family vacation.

• Video Ad script writer

  Write / Generate: Write social media style video ad scripts

• Video game categories

  Classify: This is a multi-use prompt for generating terms and definitions and then placing them into categories.

• Video Q&A

  Answer Question: Answer questions about the key moments in the video.

• Video QA - exercise

  Answer Question: Get the activity that's being performed in an exercise video by asking a question.

• Vocabulary Quiz Administrating Bot

  Write / Generate: Generate quizzes about vocabulary words.

• Troubleshoot

  Extract: Suggest a solution to a technical issue using help documentation.

• Troubleshoot - German

  Extract: Suggest a solution to a technical issue using help documentation in German.

• Write story from image

  Write / Generate: Write a story based on the image of a dog in the snow wearing ski goggles.

• Writing Assistant

  Write / Generate: Help turn a document into an engaging presentation.

• Writing Critique

  Write / Generate: Help improve the quality of a presentation.