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11 patterns

AI SDK Google

Build AI applications with Google Gemini using the Vercel AI SDK. Browse patterns for text generation, image generation, multimodal interactions, and agent workflows — all with the Google AI provider.

11 patterns total

All Patterns

01

Queue

INT
Queue preview

Queue management assistant using AI agents. Generate structured queues with messages, todos, and attachments through conversation.

Problems Solved

  • AI agent-based queue generation
  • Conversational workflow management
  • Tool-based AI interactions
  • Structured data generation with agents
  • Chat interface for queue management
  • Real-time AI tool execution

Use Cases

  • AI-powered queue generation
  • Conversational workflow management
  • Agent-based task organization
  • Interactive queue interfaces
  • AI tool demonstration
  • Chat-based workflow automation
APIsgenerateObjecttoolAgentvalidateUIMessages
Servicesgoogle
Tagsaiqueue-managementai-sdkworkflowagentchattoolsconversation
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02

AI SDK Gemini Flash Text

INT
AI SDK Gemini Flash Text preview

Generate text and analyze market research using Google's Gemini 2.5 Flash. Includes interactive charts and data visualization.

Problems Solved

  • AI-powered text generation and analysis
  • Comprehensive market research with web search
  • Interactive data visualization and charts
  • Time-series data analysis and trends
  • Key metrics and KPI identification
  • Source attribution and research validation
  • Rate limiting to prevent API abuse
  • Professional market research reports

Use Cases

  • Market research and analysis
  • Business intelligence and reporting
  • Data visualization and charting
  • Trend analysis and forecasting
  • Competitive research and analysis
  • Investment research and due diligence
  • Academic research and data analysis
  • Content creation with data insights
APIsgenerateTextgenerateObjecttools:
Servicesgoogle
Tagsgoogletext-generationmarket-researchgeminiaivercel-ai-sdkrate-limitingdata-visualizationchartsinteractive
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03

AI SDK Gemini Flash Image

INT
AI SDK Gemini Flash Image preview

Generate images using Google's Gemini 2.5 Flash with prompt optimization. Includes style adaptation and customizable parameters.

Problems Solved

  • AI-powered image generation using text prompts
  • Rate limiting to prevent API abuse
  • Comprehensive error handling with user feedback

Use Cases

  • AI image generation from text prompts
  • AI-powered creative tools
  • Content creation and design
  • Marketing and advertising visuals
  • Social media content generation
  • Creative project visualization
APIsgenerateTextgenerateImage
Servicesgoogle
Tagsgoogleimage-generationgeminivercel-ai-sdkrate-limiting
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04

AI SDK Gemini Flash Image Edit

INT
AI SDK Gemini Flash Image Edit preview

Generate and edit images using Google's Gemini 2.5 Flash. Create new images from text or edit existing ones with natural language. Includes version history and image comparison.

Problems Solved

  • AI-powered image generation using text prompts
  • AI-powered image editing with natural language
  • Peak React performance with useReducer state management
  • Version history and image comparison functionality
  • Rate limiting to prevent API abuse
  • Comprehensive error handling with user feedback
  • Interactive editing workflow with undo/reset functionality
  • Custom hooks for maintainable state management
  • O(1) version lookups with refs for optimal performance

Use Cases

  • AI image generation from text prompts
  • AI-powered image editing and modification
  • Version history and image comparison workflows
  • High-performance React applications
  • Creative tools and design workflows
  • Content creation and design
  • Marketing and advertising visuals
  • Social media content generation
  • Creative project visualization
  • Iterative design processes
  • Performance-critical image editing applications
APIsgenerateTextgenerateImagegateway
Servicesgoogle-ai
Tagsaiimage-generationimage-editinggooglegeminivercel-ai-sdkrate-limitingperformanceuseReducerversion-historyimage-comparisoncustom-hooks
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05

AI SDK Gemini Flash Image Merge

INT
AI SDK Gemini Flash Image Merge preview

Generate, edit, and merge images using Google's Gemini 2.5 Flash. Create new images from text, edit existing ones with natural language, or merge two images together. Includes version history and image comparison.

Problems Solved

  • AI-powered image generation using text prompts
  • AI-powered image editing with natural language
  • AI-powered image merging from two source images
  • Version history and image comparison functionality
  • Rate limiting to prevent API abuse
  • Comprehensive error handling with user feedback
  • Interactive editing workflow with undo/reset functionality
  • Custom hooks for maintainable state management

Use Cases

  • AI image generation from text prompts
  • AI-powered image editing and modification
  • AI-powered image merging and composition
  • Version history and image comparison workflows
  • Creative tools and design workflows
  • Content creation and design
  • Marketing and advertising visuals
  • Social media content generation
  • Creative project visualization
  • Iterative design processes
APIsgenerateTextgateway
Servicesgoogle-ai
Tagsaiimage-generationimage-editingimage-merginggooglegeminivercel-ai-sdkrate-limitingversion-historyimage-comparisoncustom-hooks
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06

HIL Needs Approval

INT
HIL Needs Approval preview

Demonstrate tool approval with async generators. Includes real-time feedback, approval workflows, and interactive management.

Problems Solved

  • Tool approval patterns with async generator workflows
  • Real-time feedback during tool execution
  • Interactive tool management and approval workflows
  • Safe AI tool execution with user oversight
  • Async generator pattern demonstration
  • Tool execution state management
  • Approval workflow visualization
  • Modern AI agent tool patterns

Use Cases

  • Tool approval workflow demonstrations
  • Safe AI tool execution patterns
  • Interactive tool management interfaces
  • Approval workflow implementations
  • Async generator pattern examples
  • Real-time tool execution feedback
  • Educational AI agent patterns
  • Tool execution state management
APIsnew Agenttool(stepCountIsExperimental_Agenttools:gatewayUIToolInvocation
Servicesgoogle-ai
Tagsaiagentstool-approvalasync-generatorapproval-patternsai-sdk-v5streamingreal-time-feedbacktool-executionworkflow-management
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07

Dynamic Tool

INT
Dynamic Tool preview

Create dynamic tools with runtime-generated schemas using dynamicTool. Demonstrates unit conversion tools where schema adapts based on conversion type (temperature, length, weight, currency) and supports dynamic model selection.

Problems Solved

  • Create tools with runtime-generated schemas
  • Adapt tool schemas based on user selection
  • Support dynamic model selection
  • Demonstrate dynamic tool creation patterns
  • Handle tools with unknown schemas at compile time

Use Cases

  • Unit conversion tools with dynamic schemas
  • MCP (Model Context Protocol) tools
  • User-defined functions at runtime
  • Tools loaded from external sources
  • Dynamic tool configuration based on user input
APIsstreamTextconvertToModelMessagesdynamicTooluseChatprepareSendMessagesRequest
Servicesopenaianthropicgoogle
Tagsaitoolsdynamic-toolruntime-toolsunit-converterschema-generationdynamic-schemaai-sdktool-apimodel-selection
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08

Accessibility Audit Agent

INT
Accessibility Audit Agent preview

Audit any website for WCAG 2.1 accessibility compliance using Firecrawl, then use AI tools to analyze issues by severity, check color contrast, validate heading structure, generate alt text, and create prioritized remediation plans with visual tool outputs.

Problems Solved

  • Audit websites for WCAG 2.1 accessibility compliance
  • Identify and categorize accessibility issues by severity (critical, serious, moderate, minor)
  • Check color contrast ratios against WCAG AA and AAA standards
  • Validate heading hierarchy and ARIA landmarks with visual tree diagrams
  • Generate AI-powered alt text suggestions for images
  • Create prioritized remediation plans with effort estimates (quick/medium/significant)
  • Export audit reports in multiple formats (PDF, JSON, CSV, GitHub Issues)
  • Provide visual tool outputs with interactive UI components

Use Cases

  • Website accessibility auditing
  • WCAG 2.1 compliance checking
  • Color contrast validation
  • Alt text generation for images
  • Heading structure analysis
  • Accessibility remediation planning
  • Accessibility report generation
  • Developer accessibility training
APIsuseChatgatewayToolLoopAgenttool(hasToolCallstepCountIscreateAgentUIStreamResponseInferAgentUIMessageDefaultChatTransportUIMessagegenerateObject
Servicesgooglefirecrawl
Tagsaiagentsaccessibilitywcaga11yauditfirecrawlai-sdktool-loopcolor-contrastremediationalt-textheading-structure
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09

Reddit Product Validation Agent

INT
Reddit Product Validation Agent preview

Validate startup ideas with a two-phase workflow: discover relevant subreddits, then analyze pain points, existing solutions, willingness to pay, demand trends, and early adopters. Get a go/no-go scorecard with actionable insights.

Problems Solved

  • Discover relevant Reddit communities for any startup idea
  • Find real pain points with upvote-validated intensity
  • Analyze existing solutions and identify market gaps
  • Detect willingness to pay with price signal extraction
  • Track demand trends over time with visualizations
  • Identify potential early adopters and how to reach them
  • Generate go/no-go validation scorecard with confidence levels
  • Provide actionable next steps based on validation results

Use Cases

  • Startup idea validation
  • Market research and analysis
  • Early adopter discovery
  • Competitive analysis
  • Pricing research
  • Product-market fit assessment
  • Go/no-go decision making
APIsuseChatgatewayToolLoopAgenttool(hasToolCallstepCountIscreateAgentUIStreamResponseInferAgentUIMessageDefaultChatTransportUIMessage
Servicesgoogle
Tagsaiagentsvalidationredditstartupmarket-researchindie-hackerproduct-validationpain-pointsearly-adopters
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10

JSON Render PDF

INT
JSON Render PDF preview

Generate PDF documents from natural language using @json-render/react-pdf. Describe a document or refine examples to create professional PDFs with streaming spec and live preview.

Problems Solved

  • Generate PDF documents from natural language
  • Stream AI-generated document specs
  • Live preview PDF rendering from JSON

Use Cases

  • Invoice generation
  • Report creation
  • Resume building
  • Document automation
APIsstreamTextgateway
Servicesgoogle
Tagsjson-renderpdfaidocument-generationstreaming
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11

Gemini Structured Output

Gemini Structured Output preview

Generate structured output from AI prompts using Google Gemini. Create typed data with generateText and Output.object().

APIsgenerateTextOutput.object
Servicesgoogle
Tagsaipromptobject-generationstructured-dataai-sdkgooglegeminizod
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