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Clairvoyant is a production-ready AI platform that combines intelligent chat agents with powerful research tools. The system implements a sophisticated dual-agent architecture powered by Vercel AI SDK and Google Gemini integration, featuring generative UI components and multi-step research workflows designed for productivity and accuracy.
The platform is built using Next.js 15 with App Router architecture and React 19 for cutting-edge performance. The dual-agent system utilizes Vercel AI SDK for streamlined AI integration, with specialized agents for chat and research workflows. The chat agent provides real-time conversational AI with tool calling capabilities, while the research agent conducts comprehensive multi-step research with source analysis. Key technical implementations include: - Vercel AI SDK integration with Google Gemini 2.5 Pro/Flash models for different use cases - Generative UI system with React components that adapt to tool outputs (weather, calculator, stocks, web scraper) - Advanced research pipeline using Exa API for source discovery and content processing - Vector database architecture combining Qdrant for semantic search and Neo4j for graph relationships - Model Context Protocol (MCP) integration for accessing Context7 documentation - Real-time streaming responses with proper error handling and timeout management - PDF generation system for exporting research reports with citations - Text-to-speech integration using ElevenLabs for audio playback - Mobile-first responsive design with adaptive UI patterns - Comprehensive testing suite with Vitest for integration and performance testing
Clairvoyant successfully demonstrates advanced AI platform architecture with production-ready dual-agent capabilities. The system provides sophisticated chat interactions through generative UI components that enhance user experience beyond traditional text-based interfaces. The research agent delivers comprehensive multi-step analysis with credible source discovery and synthesis, generating professional PDF reports with proper citations. The platform showcases cutting-edge integration patterns including Vercel AI SDK for streamlined AI workflows, Model Context Protocol for documentation access, and advanced vector database architecture. The real-time streaming system provides responsive user interactions while maintaining robust error handling for production reliability. Technical achievements include sophisticated tool calling mechanisms, adaptive generative UI patterns, and comprehensive research workflows with source credibility analysis. The application handles complex AI orchestration across multiple services while maintaining excellent performance and user experience. The mobile-optimized design ensures accessibility across all devices. Built with the latest Next.js 15, React 19, and modern TypeScript patterns, Clairvoyant represents state-of-the-art AI platform development. The project demonstrates expertise in AI integration, complex state management, real-time systems, and production deployment while delivering a polished, scalable platform for intelligent chat and research capabilities.