AI SDK Patterns

Dynamically configure one ToolLoopAgent per request with callOptionsSchema and prepareCall. A customer-support agent rewrites instructions, gates tools, tunes reasoning effort, and injects RAG context based on account tier and urgency.

Inject request-scoped context (user identity, database handles, session) into ToolLoopAgent tools via experimental_context, so the model never supplies sensitive identity in tool inputs.

Demonstrate ToolLoopAgent loop control with stopWhen. Covers stepCountIs, hasToolCall, combined conditions, and a custom StopCondition with step timeline visualization.

Demonstrate ToolLoopAgent prepareStep for trimming long message history. Pre-seeded 24-message conversation shows context compression on the first run with per-step trim telemetry.

Demonstrate structured agent outputs using ToolLoopAgent with Output.array. Returns structured array output with element schema for predictable, type-safe responses.

Demonstrate structured agent outputs using ToolLoopAgent with Output.choice. Constrain agent outputs to predefined choices for predictable, type-safe responses.

Generate, edit, and merge images using Nano Banana 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.

Pass arbitrary context from generateText/streamText to tool execution via experimental_context. Access context in tool execute functions for dynamic behavior.

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.

Explore tool input lifecycle hooks: onInputStart, onInputDelta, and onInputAvailable. See how to track tool input generation in real-time during streaming.

Return preliminary tool results using async iterables. Stream status updates during tool execution before the final result is available.

Repair invalid tool calls using experimental_repairToolCall. Fix schema validation errors without requiring additional steps that pollute message history.

A collapsible plan component for displaying AI-generated execution plans with streaming support and shimmer animations.

Demonstrate tool execution with user confirmation. Includes approval workflows, confirmation UI, and state management for safe AI operations.

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

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

Chat assistant with human approval workflows for safe tool execution.

Analyze URLs through AI prompt chaining. Scrapes content, analyzes it, and generates summaries.

Generate images using Nano Banana 2.5 Flash with prompt optimization. Includes style adaptation and customizable parameters.

Generate and edit images using Nano Banana 2.5 Flash. Create new images from text or edit existing ones with natural language. Includes version history and image comparison.

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

Generate images using DALL-E 3 with prompt optimization and style presets. Includes real-time preview, downloads, and batch processing.

Generate content with embedded citations and clickable references. Includes source verification and formatting for research writing.

Chat that shows AI's step-by-step reasoning. Includes decision trees, logical breakdowns, and explanatory tooltips.

Task management with AI workflow automation. Creates tasks, tracks progress, and assigns work automatically.

Chat interface with streaming responses and message history. Includes typing indicators and message status tracking.

Chat with source citations using Perplexity's Sonar model. Answers include clickable links for fact-checking.

Create and test prompts with few-shot examples. Evaluate AI responses and tune model performance through experimentation.

Generate images from text prompts using Fal.ai's Flux model. Fast and high-quality image generation.

Generate images from text prompts using Google Gemini's image model.

Generate images from text prompts using OpenAI's DALL-E 3. Create high-quality images with AI.

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

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

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

Convert text to speech using ElevenLabs API. Includes multiple voices and high-quality audio generation.

Convert text to speech using OpenAI's API. Includes multiple voices, speed control, and real-time playback for voiceovers and accessibility.

Generate text from prompts using AI. Simple interface with character counting and response rendering.

Stream structured output from AI prompts in real-time using streamText with Output.object(). Generate typed data with useObject and live rendering.

Stream text responses from AI prompts in real-time. Includes character counting and live response rendering with useCompletion.

Scrape websites using Cheerio's fast HTML parser. Includes URL scraping, website crawling, and content extraction without external API costs.

Scrape websites using Jina AI's reader service with JavaScript rendering. Includes URL scraping, website crawling, and content extraction with AI-powered parsing.

Scrape websites using Cloudflare's markdown.new service. Extract clean markdown content from any URL. No API key required.

Search the web using Exa's semantic API and real-time crawling. Includes URL search, content extraction, Wikipedia, Reddit, and news search tools.

Search the web using Firecrawl's API and real-time crawling. Includes URL search, content extraction, Wikipedia, Reddit, and news search tools.

Transcribe audio files using ElevenLabs API. Includes real-time transcription and language detection.

Transcribe audio files using OpenAI's API. Includes real-time transcription and language detection.

Sophisticated AI chat interface powered by Claude with advanced reasoning capabilities, context awareness, and natural conversation flow. Features intelligent response generation, conversation memory, and user-friendly interaction design for enhanced AI communication.

Advanced conversational AI interface powered by GPT-4o with intelligent context management, streaming responses, and conversation persistence. Features message history, typing indicators, and responsive design for seamless AI-powered communication experiences.

Dynamic AI chat interface powered by Grok with real-time information access, conversational intelligence, and contextual understanding. Features live data integration, witty responses, and engaging conversation patterns for interactive AI-powered communication experiences.