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.

You can use the Google Cloud console or the Vertex AI API to query a model with different parameter values to test and compare their results. For more information, see send multimodal prompts.

Use case: Audio Chat Classification Code explanation Code generation Document Extraction Ideation Image Question answering Summarization Translation Video Writing

• Audio Diarization

  Audio: Segment an audio record by speaker labels and aims to answer the question "who spoke when?".

• Audio Summary on Clean Energy

  Audio: Summarize a piece of audio recording.

• Audio Transcription

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

• Locate Timestamp in Audio

  Audio: Locate the specified timestamp of a topic in the provided audio clip.

• A Rainbows and Sunshine Chatbot

  Chat: A chatbot that provides positive and cheerful responses.

• Animal Facts

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

• Company chatbot

  Chat: Create a chatbot for customers with basic company information.

• Newsletter Design

  Chat: A chatbot to help create engaging newsletters

• Swimming Q&A

  Chat: Questions & answers about learning swimming.

• Video Ad Script Writer

  Chat: Write social media style video ad scripts

• Classify articles

  Classification: Label articles with custom topics.

• Classify headlines

  Classification: Label news headlines with custom topics using examples.

• Classify help tickets

  Classification: Label help tickets with custom categories using examples.

• Classify objects

  Classification: Label objects with custom categories using examples.

• Sentiment analysis

  Classification: Assign a positive or negative sentiment to text.

• Person sentiment

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

• Classify text

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

• Build A TensorFlow Neural Network

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

• Debug Check Sum Parity

  Code Explanation: Debug the given C++ code.

• Explain a SQL Function

  Code Explanation: Explain a SQL code snippet.

• Generate a Web form

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

• Generate Java Changelogs

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

• Generate Python Docstrings & Comments

  Code Generation: Generate docstrings and comments for Python functions.

• Generate Quick Sort Unit Test

  Code Generation: Generate unit tests for a given Python function.

• Generate SQL Query

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

• Python From Documentation

  Code Generation: Generate a Python function given its docstring

• Python Visualization

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

• Replace Callbacks by Async/Await

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

• Document Classification

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

• Document Comparison

  Document: Compare the contents of 2 documents

• Document Entity Extraction

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

• Document Question Answering

  Document: Answer question(s) over a document.

• Document Summarization

  Document: Summarize the content of a document.

• Document Translation

  Document: Translate the content of a document.

• Table Parsing From Document

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

• Contract analysis

  Extraction: Find the governing law in a contract.

• Extract from earnings report

  Extraction: Extract insights of an earnings report.

• Extract Dates & Events

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

• Question answering

  Extraction: Answer questions from an article using examples.

• Hedge unanswerable question

  Extraction: Ask an unanswerable question to the model.

• Tech specs

  Extraction: Generate technical specifications in JSON format.

• Stock Price Table as JSON

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

• Troubleshoot

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

• Troubleshoot - German

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

• Advice

  Ideation: Make a list of suggestions for solving a given issue.

• Advice - Hindi

  Ideation: Make a list of suggestions for solving a given issue in Hindi.

• Meme ideas

  Ideation: Come up with funny ideas for memes.

• Interview questions

  Ideation: Create interview questions based on a job title.

• Creative naming

  Ideation: Generate an interesting name for a store.

• Reading test

  Ideation: Generate questions designed to test reading comprehension from an article.

• Extract information from a chart

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

• Fill an Empty Form

  Image: Automatically fill a form field in a target form from a source document.

• Question Answering About a Chart

  Image: Answer questions by analyzing a simple line chart.

• Question Answering About an Image

  Image: Answer knowledge-extensive questions about an image

• Ad copy from video

  Video: Write a creative ad copy based on a video.

• Audio/video Q&A

  Video: Audio/video Q&A

• Describe video content

  Video: Get a description of the contents of a rock climbing video.

• Extract entities from an invoice

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

• Extract text from images

  Image: Transcribe text from a handwritten note.

• Few shot image to JSON

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

• Image question answering

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

• Image text to JSON

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

• Video QA - exercise

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

• Write story from image

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

• Analyze Market Share

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

• Cuisine Questions

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

• Skin Care Questions

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

• Analyze Financial News

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

• Support call next steps

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

• Support call summary

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

• Dialog summary

  Summarization: Summarize a conversation using examples.

• Financial table summarization

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

• Hashtag tokenization

  Summarization: Create and tokenize hashtags.

• Summarize Hotel Reviews

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

• Article summary

  Summarization: Summarize a news article.

• Support chat summary

  Summarization: Summarize a customer support call.

• Support chat summary - French

  Summarization: Summarize a customer support chat in French.

• Title generation

  Summarization: Create a title for an article using examples.

• Transcript summary

  Summarization: Summarize a transcript using examples.

• French text sample

  Translation: French text sample

• Japanese text sample

  Translation: Japanese text sample

• Hashtags for a video

  Video: Generate hashtags for a video ad

• Extract video chapters

  Video: Extract the chapters in a video as structured JSON

• Summarize video

  Video: Summarize a video and extract important dialogue.

• Video Q&A

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

• Job post

  Writing: Write a job post and description.

• Job post - Chinese

  Writing: Write a job post and description in Chinese.

• Ad copy

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

• Grammar help

  Writing: Rewrite text with correct grammar.

• Create Job Postings & Emails

  Writing: Create job postings and marketing emails.

• Essay outline

  Writing: Create an essay outline and structure on a given topic.

• Hotel Brand Strategy

  Writing: Create a brand strategy for a boutique hotel chain for book lovers

• Product announcement

  Writing: Write a marketing announcement highlighting product features.

• Email writing

  Writing: Turn a paragraph into a formal email or letter.

• Email writing - Spanish

  Writing: Turn a paragraph into a formal email or letter in Spanish.