| layout | default |
|---|---|
| title | Vercel AI Tutorial |
| nav_order | 20 |
| has_children | true |
| format_version | v2 |
Build robust AI product features with
vercel/ai, including streaming, structured outputs, tool loops, framework integration, and production deployment patterns.
The AI SDK is one of the most widely used TypeScript toolkits for shipping modern AI UX. Teams still need practical guidance on:
- provider-agnostic architecture
- streaming-first UX design
- safe tool-calling workflows
- production reliability and observability
- repository:
vercel/ai - stars: about 22.7k
- latest release:
@ai-sdk/react@2.0.156(published 2026-03-13)
flowchart LR
A[User Input] --> B[Model and Provider Abstraction]
B --> C[Generation or Tool Loop]
C --> D[Streaming or Structured Output]
D --> E[UI Integration Layer]
E --> F[Validation, Logging, and Production Runtime]
| Chapter | Key Question | Outcome |
|---|---|---|
| 01 - Getting Started | How do I set up the SDK quickly and safely? | Stable project baseline |
| 02 - Text Generation | How do I build provider-agnostic generation flows? | Reusable generation primitives |
| 03 - Streaming Responses | How do I design real-time AI UX? | Streaming-ready frontend patterns |
| 04 - Function Calling | How do tool loops execute reliably? | Safe tool invocation architecture |
| 05 - Structured Outputs | How do I enforce type-safe responses? | Schema-driven response handling |
| 06 - React Integration | How do SDK hooks fit real UI systems? | Production React integration |
| 07 - Next.js Applications | How do I build full-stack AI features? | End-to-end app architecture |
| 08 - Production Deployment | How do I operate AI SDK apps at scale? | Deployment and observability playbook |
- how to build provider-flexible AI features with strong TypeScript ergonomics
- how to stream responses and tool outputs into responsive interfaces
- how to enforce structured output contracts
- how to deploy and operate AI SDK apps with production controls
Start with Chapter 1: Getting Started.
- Start Here: Chapter 1: Getting Started with Vercel AI
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- Chapter 1: Getting Started with Vercel AI
- Chapter 2: Text Generation
- Chapter 3: Streaming Responses
- Chapter 4: Function Calling
- Chapter 5: Structured Outputs
- Chapter 6: React Integration
- Chapter 7: Next.js Applications
- Chapter 8: Production Deployment
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