AI Explorer
Full-stack AI-powered application demonstrating modern AI integration patterns including useChat, generateText, and generateObject from the AI SDK. Features both frontend and backend implementations using Anthropic Claude and OpenAI models.
Key Features
- Stream and Text Generation: Interactive interfaces for streaming and non-streaming text generation
- Chat Functionality: Full-featured chat interface with AI models using the
useChathook - Structured Data Generation: Generate typed objects from AI responses using
generateObject - Multi-Provider Support: Seamless switching between Anthropic Claude and OpenAI models
- Production-Ready Patterns: Best practices for AI integration in modern web applications
Technical Implementation
Built with React and TypeScript, leveraging the Vercel AI SDK for streamlined AI integration. Demonstrates both client-side and server-side AI implementation patterns.
Core Technologies
- Frontend: React with TypeScript for type-safe component development
- AI SDK: Vercel AI SDK for unified AI provider integration
- AI Providers: Anthropic Claude and OpenAI for diverse model capabilities
- Backend: Node.js API routes for secure AI provider communication
- Deployment: Vercel for edge deployment and serverless functions
Integration Patterns
- useChat: React hook for building chat interfaces with streaming responses
- generateText: Server-side text generation with structured prompts
- generateObject: Type-safe structured data extraction from AI responses
- Stream Handling: Proper management of streaming responses for real-time UX
- Error Handling: Comprehensive error boundaries and fallback strategies
Technical Highlights
- Production-ready AI integration patterns
- Type-safe AI responses with Zod validation
- Efficient streaming response handling
- Multi-provider abstraction for flexibility
- Server-side API key management for security
- Edge-optimized deployment