ai-sdk

Guide developers on using the AI SDK for building AI-powered features.

101|33|Updated Nov 23, 2023
One-click install
npx skills add https://github.com/growupanand/ConvoForm --skill ai-sdk-growupanand
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-sdk
Source: https://github.com/growupanand/ConvoForm/tree/main/.agents/skills/ai-sdk
Command: npx skills add https://github.com/growupanand/ConvoForm --skill ai-sdk-growupanand

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps developers understand and integrate the AI SDK for building AI-powered features, ensuring they use the latest APIs and best practices.

Core Features & Use Cases

  • AI SDK Guidance: Provides information on AI SDK functions (e.g., generateText, streamText, ToolLoopAgent, embed, tools).
  • AI Feature Development: Assists in building AI agents, chatbots, RAG systems, and text generation features.
  • Provider Integration: Explains how to work with AI providers like OpenAI, Anthropic, and Google, including streaming, tool calling, and embeddings.
  • React Hooks: Offers guidance on using React hooks like useChat and useCompletion.

Quick Start

Use the ai-sdk skill to find the correct way to use the useChat hook with the latest version of the AI SDK.

Frequently Asked Questions about ai-sdk

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build AI chatbots using React hooks with the AI SDK?

To build AI chatbots with React hooks, the AI SDK provides `useChat` and `useCompletion` for managing conversational state and streaming responses directly in your React components. This simplifies integrating chat interfaces with providers like OpenAI and Anthropic.

What is the best way to integrate OpenAI, Anthropic, and Google models for text generation?

The best way to integrate multiple AI providers for text generation is using the AI SDK's unified provider integrations. You can use functions like `generateText` and `streamText` to standardize API calls across OpenAI, Anthropic, and Google.

How do I implement tool calling and structured output in AI agents?

To implement tool calling and structured output in AI agents, the AI SDK provides dedicated tools and agent functions like `ToolLoopAgent`. These allow your models to execute external functions and return predictable, structured data formats.

Does the AI SDK support streaming responses for real-time chatbot interfaces?

Yes, the AI SDK supports streaming responses for real-time interfaces using the `streamText` function. This works alongside React hooks like `useChat` to progressively render text generation outputs as they arrive from the provider.

How do I use embeddings for RAG systems with the AI SDK?

To build RAG systems, the AI SDK provides the `embed` function to generate vector embeddings from text. You can use these embeddings with supported AI providers to retrieve relevant context and augment your text generation workflows.