ai-sdk

Use generateText for structured text outputs and streamText for real-time streaming in your AI apps. The AI SDK provides these core functions to handle text generation, allowing you to integrate AI providers and manage responses within your application workflows.

Build an AI agent with tool calling using the ToolLoopAgent component in the AI SDK. It enables type-safe agent composition, allowing your application to execute multi-step tool loops and interact with external APIs securely.

Yes, you can use the useChat hook to build streaming chatbot interfaces. The AI SDK provides React hooks like useChat and useCompletion to manage conversational state and stream responses directly to your UI components.

The best way to generate embeddings for a RAG system is using the embed function within the AI SDK. It handles embedding generation securely, enabling retrieval-augmented generation workflows by converting text into vector representations.

Yes, you route model selection for your AI agents through the AI Gateway. The AI SDK uses this gateway to manage providers and ensure safe usage patterns when integrating different language models into your application.

The AI SDK establishes safe usage patterns for integrating AI providers into your application. It guides secure model selection via the AI Gateway and ensures type-safe composition when building complex workflows like RAG systems or chatbots.