# AI SDK

## Docs

- [Custom Providers](https://mintlify.wiki/vercel/ai/advanced/custom-providers.md): Learn how to create custom AI providers that integrate with the AI SDK
- [Error Recovery](https://mintlify.wiki/vercel/ai/advanced/error-recovery.md): Learn strategies for handling and recovering from errors in AI SDK applications
- [Middleware Implementation](https://mintlify.wiki/vercel/ai/advanced/middleware-implementation.md): Learn how to implement custom middleware for language models and other AI SDK components
- [Building Agents](https://mintlify.wiki/vercel/ai/agents/building-agents.md): Complete guide to creating agents with the ToolLoopAgent.
- [Configuring Call Options](https://mintlify.wiki/vercel/ai/agents/configuring-call-options.md): Pass type-safe runtime inputs to dynamically configure agent behavior.
- [Loop Control](https://mintlify.wiki/vercel/ai/agents/loop-control.md): Control agent execution with built-in loop management using stopWhen and prepareStep
- [Memory](https://mintlify.wiki/vercel/ai/agents/memory.md): Add persistent memory to your agent using provider-defined tools, memory providers, or a custom tool.
- [Overview](https://mintlify.wiki/vercel/ai/agents/overview.md): Learn how to build agents with the AI SDK.
- [Subagents](https://mintlify.wiki/vercel/ai/agents/subagents.md): Delegate context-heavy tasks to specialized subagents while keeping the main agent focused.
- [Workflow Patterns](https://mintlify.wiki/vercel/ai/agents/workflows.md): Learn workflow patterns for building reliable agents with the AI SDK.
- [DevTools](https://mintlify.wiki/vercel/ai/ai-sdk-core/devtools.md): Debug and inspect AI SDK applications with DevTools
- [Embeddings](https://mintlify.wiki/vercel/ai/ai-sdk-core/embeddings.md): Learn how to embed values with the AI SDK.
- [Error Handling](https://mintlify.wiki/vercel/ai/ai-sdk-core/error-handling.md): Learn how to handle errors in the AI SDK Core
- [Generating Structured Data](https://mintlify.wiki/vercel/ai/ai-sdk-core/generating-structured-data.md): Learn how to generate type-safe structured data with schemas and validation.
- [Generating Text](https://mintlify.wiki/vercel/ai/ai-sdk-core/generating-text.md): Learn how to generate and stream text using AI SDK Core functions.
- [Image Generation](https://mintlify.wiki/vercel/ai/ai-sdk-core/image-generation.md): Learn how to generate images with the AI SDK.
- [Model Context Protocol (MCP)](https://mintlify.wiki/vercel/ai/ai-sdk-core/mcp-tools.md): Learn how to use Model Context Protocol tools with AI SDK Core.
- [Language Model Middleware](https://mintlify.wiki/vercel/ai/ai-sdk-core/middleware.md): Learn how to use middleware to enhance the behavior of language models
- [Overview](https://mintlify.wiki/vercel/ai/ai-sdk-core/overview.md): An overview of AI SDK Core - the unified interface for working with large language models.
- [Prompt Engineering](https://mintlify.wiki/vercel/ai/ai-sdk-core/prompt-engineering.md): Learn best practices for writing effective prompts with AI SDK Core.
- [Provider & Model Management](https://mintlify.wiki/vercel/ai/ai-sdk-core/provider-management.md): Learn how to work with multiple providers and models
- [Reranking](https://mintlify.wiki/vercel/ai/ai-sdk-core/reranking.md): Learn how to rerank documents with the AI SDK.
- [Settings](https://mintlify.wiki/vercel/ai/ai-sdk-core/settings.md): Learn how to configure AI SDK Core functions with model parameters and settings.
- [Speech](https://mintlify.wiki/vercel/ai/ai-sdk-core/speech.md): Learn how to generate speech from text with the AI SDK.
- [Telemetry](https://mintlify.wiki/vercel/ai/ai-sdk-core/telemetry.md): Using OpenTelemetry with AI SDK Core
- [Testing](https://mintlify.wiki/vercel/ai/ai-sdk-core/testing.md): Learn how to use AI SDK Core mock providers for testing.
- [Tools and Tool Calling](https://mintlify.wiki/vercel/ai/ai-sdk-core/tools-and-tool-calling.md): Learn how to enable AI models to use tools and perform actions with AI SDK Core.
- [Transcription](https://mintlify.wiki/vercel/ai/ai-sdk-core/transcription.md): Learn how to transcribe audio with the AI SDK.
- [Video Generation](https://mintlify.wiki/vercel/ai/ai-sdk-core/video-generation.md): Learn how to generate videos with the AI SDK.
- [Generative UI](https://mintlify.wiki/vercel/ai/ai-sdk-rsc/generative-ui.md): Build dynamic user interfaces that adapt to AI model outputs and tool calls
- [AI SDK RSC Overview](https://mintlify.wiki/vercel/ai/ai-sdk-rsc/overview.md): Learn about React Server Components integration with the AI SDK for building streaming AI interfaces
- [Streaming React Components](https://mintlify.wiki/vercel/ai/ai-sdk-rsc/streaming-react-components.md): Learn how to stream React components from the server to the client with AI SDK RSC
- [Building Chatbots with useChat](https://mintlify.wiki/vercel/ai/ai-sdk-ui/chatbot.md): Learn how to build real-time streaming chatbots with the useChat hook, including message management, tool calling, and custom UI features.
- [Chatbot Message Persistence](https://mintlify.wiki/vercel/ai/ai-sdk-ui/chatbot-message-persistence.md): Learn how to store and load chat messages in a chatbot with database integration and validation.
- [Chatbot Resume Streams](https://mintlify.wiki/vercel/ai/ai-sdk-ui/chatbot-resume-streams.md): Learn how to resume chatbot streams after client disconnects using Redis and resumable-stream.
- [Chatbot Tool Usage](https://mintlify.wiki/vercel/ai/ai-sdk-ui/chatbot-tool-usage.md): Learn how to use server-side and client-side tools with the useChat hook, including automatic execution, user interaction, and approval workflows.
- [Text Completion with useCompletion](https://mintlify.wiki/vercel/ai/ai-sdk-ui/completion.md): Learn how to build text completion interfaces with the useCompletion hook for autocomplete and text generation features.
- [Error Handling](https://mintlify.wiki/vercel/ai/ai-sdk-ui/error-handling.md): Learn how to handle errors and warnings in AI SDK UI applications with error states, callbacks, and custom error messages.
- [Generative User Interfaces](https://mintlify.wiki/vercel/ai/ai-sdk-ui/generative-user-interfaces.md): Build dynamic UI components that are generated by AI using tool calling with the useChat hook.
- [Message Metadata](https://mintlify.wiki/vercel/ai/ai-sdk-ui/message-metadata.md): Learn how to attach and use custom metadata with messages for tracking timestamps, model information, token usage, and more.
- [Object Generation with useObject](https://mintlify.wiki/vercel/ai/ai-sdk-ui/object-generation.md): Learn how to generate and stream structured JSON objects with the useObject hook for type-safe data streaming.
- [AI SDK UI Overview](https://mintlify.wiki/vercel/ai/ai-sdk-ui/overview.md): Framework-agnostic UI toolkit for building AI-powered chat, completion, and streaming interfaces with React, Vue, Svelte, and more.
- [Reading UIMessage Streams](https://mintlify.wiki/vercel/ai/ai-sdk-ui/reading-ui-message-streams.md): Learn how to read and process UIMessage streams for terminal UIs, custom stream processing, and React Server Components.
- [Stream Protocols](https://mintlify.wiki/vercel/ai/ai-sdk-ui/stream-protocol.md): Learn about the text stream and UI message stream protocols for streaming AI responses to the frontend.
- [Streaming Custom Data](https://mintlify.wiki/vercel/ai/ai-sdk-ui/streaming-data.md): Learn how to stream custom data parts, sources, and metadata alongside AI responses using the UIMessageStream API.
- [Transport Configuration](https://mintlify.wiki/vercel/ai/ai-sdk-ui/transport.md): Learn how to customize message transport with DefaultChatTransport, DirectChatTransport, and custom transport implementations.
- [Agent Skills](https://mintlify.wiki/vercel/ai/examples/agent-skills.md): Extend your AI agent with specialized capabilities that load at runtime using Agent Skills
- [Computer Use with Claude](https://mintlify.wiki/vercel/ai/examples/computer-use.md): Learn how to implement Claude's Computer Use capabilities with the AI SDK
- [Express with AI SDK](https://mintlify.wiki/vercel/ai/examples/express.md): Build AI-powered Express servers with streaming responses using the AI SDK
- [Fastify with AI SDK](https://mintlify.wiki/vercel/ai/examples/fastify.md): Build high-performance AI-powered APIs with Fastify and the AI SDK
- [Multi-Modal Chatbot](https://mintlify.wiki/vercel/ai/examples/multi-modal-chatbot.md): Build a chatbot that processes images and PDFs using the AI SDK with Next.js
- [Natural Language to Postgres](https://mintlify.wiki/vercel/ai/examples/natural-language-postgres.md): Build an app that converts natural language to SQL queries and visualizes results with the AI SDK
- [Next.js with AI SDK](https://mintlify.wiki/vercel/ai/examples/next-js.md): Complete guide to using the AI SDK in Next.js applications with App Router
- [Nuxt with AI SDK](https://mintlify.wiki/vercel/ai/examples/nuxt.md): Build AI-powered Nuxt applications with server-side streaming using the AI SDK
- [RAG Chatbot](https://mintlify.wiki/vercel/ai/examples/rag-chatbot.md): Build a retrieval-augmented generation chatbot with the AI SDK, embeddings, and vector search
- [Slackbot with AI SDK](https://mintlify.wiki/vercel/ai/examples/slackbot.md): Build an AI-powered Slack bot using the AI SDK with tools and multi-step conversations
- [Overview](https://mintlify.wiki/vercel/ai/foundations/overview.md): An overview of foundational concepts critical to understanding the AI SDK
- [Prompts](https://mintlify.wiki/vercel/ai/foundations/prompts.md): Learn about the prompt structure used in the AI SDK
- [Providers and models](https://mintlify.wiki/vercel/ai/foundations/providers-and-models.md): Learn about the providers and models available in the AI SDK
- [Streaming](https://mintlify.wiki/vercel/ai/foundations/streaming.md): Why use streaming for AI applications?
- [Tools](https://mintlify.wiki/vercel/ai/foundations/tools.md): Learn about tools with the AI SDK
- [Installation](https://mintlify.wiki/vercel/ai/installation.md): Learn how to install and configure the AI SDK in your project.
- [AI SDK by Vercel](https://mintlify.wiki/vercel/ai/introduction.md): The TypeScript toolkit for building AI applications and agents with React, Next.js, Vue, Svelte, Node.js, and more.
- [LangChain Adapter](https://mintlify.wiki/vercel/ai/providers/adapters/langchain.md): Learn how to use LangChain with the AI SDK.
- [LlamaIndex Adapter](https://mintlify.wiki/vercel/ai/providers/adapters/llamaindex.md): Learn how to use LlamaIndex with the AI SDK.
- [Amazon Bedrock Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/amazon-bedrock.md): Learn how to use Amazon Bedrock for AI applications with multiple foundation models.
- [Anthropic Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/anthropic.md): Learn how to use Anthropic's Claude models for text generation and tool calling with the AI SDK.
- [Azure OpenAI Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/azure.md): Learn how to use Azure OpenAI Service with the AI SDK for enterprise deployments.
- [Cohere Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/cohere.md): Learn how to use Cohere models for text generation, embeddings, and reranking with the AI SDK.
- [Google Generative AI Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/google-generative-ai.md): Learn how to use Google's Gemini models for text generation, multimodal AI, and embeddings with the AI SDK.
- [Google Vertex AI Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/google-vertex.md): Learn how to use Google Vertex AI for enterprise-grade AI applications with the AI SDK.
- [Mistral AI Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/mistral.md): Learn how to use Mistral AI models for text generation and embeddings with the AI SDK.
- [OpenAI Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/openai.md): Learn how to use the OpenAI provider for text generation, embeddings, and image generation with the AI SDK.
- [xAI Grok Provider](https://mintlify.wiki/vercel/ai/providers/ai-sdk-providers/xai.md): Learn how to use xAI's Grok models for text generation with real-time web search and X integration.
- [Community Providers](https://mintlify.wiki/vercel/ai/providers/community-providers/overview.md): Learn about community-built providers for the AI SDK.
- [Observability Integrations](https://mintlify.wiki/vercel/ai/providers/observability/overview.md): AI SDK Integration for monitoring and tracing LLM applications
- [Fireworks](https://mintlify.wiki/vercel/ai/providers/openai-compatible/fireworks.md): Learn how to use Fireworks models with the AI SDK.
- [Groq](https://mintlify.wiki/vercel/ai/providers/openai-compatible/groq.md): Learn how to use Groq with the OpenAI Compatible provider in the AI SDK.
- [Perplexity](https://mintlify.wiki/vercel/ai/providers/openai-compatible/perplexity.md): Learn how to use Perplexity's Sonar API with the AI SDK.
- [Together.ai](https://mintlify.wiki/vercel/ai/providers/openai-compatible/togetherai.md): Learn how to use Together.ai's models with the AI SDK.
- [Quickstart](https://mintlify.wiki/vercel/ai/quickstart.md): Get started with the AI SDK by building a simple text generation example in Node.js.
- [ToolLoopAgent](https://mintlify.wiki/vercel/ai/reference/agents/tool-loop-agent.md): API reference for the ToolLoopAgent class
- [Workflow Agent](https://mintlify.wiki/vercel/ai/reference/agents/workflow-agent.md): API reference for workflow agents
- [embed](https://mintlify.wiki/vercel/ai/reference/ai-sdk-core/embed.md): API reference for the embed function
- [embedMany](https://mintlify.wiki/vercel/ai/reference/ai-sdk-core/embed-many.md): API reference for the embedMany function
- [generateObject](https://mintlify.wiki/vercel/ai/reference/ai-sdk-core/generate-object.md): API reference for the generateObject function
- [generateText](https://mintlify.wiki/vercel/ai/reference/ai-sdk-core/generate-text.md): API reference for the generateText function
- [streamObject](https://mintlify.wiki/vercel/ai/reference/ai-sdk-core/stream-object.md): API reference for the streamObject function
- [streamText](https://mintlify.wiki/vercel/ai/reference/ai-sdk-core/stream-text.md): API reference for the streamText function
- [createStreamableUI](https://mintlify.wiki/vercel/ai/reference/ai-sdk-rsc/create-stream-ui.md): API reference for the createStreamableUI function
- [streamUI](https://mintlify.wiki/vercel/ai/reference/ai-sdk-rsc/stream-ui.md): API reference for the streamUI function
- [useChat](https://mintlify.wiki/vercel/ai/reference/ai-sdk-ui/use-chat.md): API reference for the useChat hook
- [useCompletion](https://mintlify.wiki/vercel/ai/reference/ai-sdk-ui/use-completion.md): API reference for the useCompletion hook
- [useObject (experimental)](https://mintlify.wiki/vercel/ai/reference/ai-sdk-ui/use-object.md): API reference for the experimental_useObject hook
- [jsonSchema](https://mintlify.wiki/vercel/ai/reference/utilities/json-schema.md): API reference for the jsonSchema function
- [tool](https://mintlify.wiki/vercel/ai/reference/utilities/tool.md): API reference for the tool function
- [zodSchema](https://mintlify.wiki/vercel/ai/reference/utilities/zod-schema.md): API reference for the zodSchema function
- [Common Issues](https://mintlify.wiki/vercel/ai/troubleshooting/common-issues.md): Solutions to frequently encountered problems when using the AI SDK
- [Debugging](https://mintlify.wiki/vercel/ai/troubleshooting/debugging.md): Tools and techniques for debugging AI SDK applications