Agent Mesh

Agent Mesh is an extensible, multi-agent AI application that provides a framework for creating specialized AI agents that can collaborate to solve complex tasks by delegating to one another. The user interacts with a single chat interface, but behind the scenes, a 'mesh' of agents work together, each leveraging its unique tools and capabilities. Built with Next.js 14, the Vercel AI SDK, and powered by Google Gemini models, it demonstrates advanced AI orchestration patterns.

The application follows a modular architecture where the UI communicates with a central chat API that routes requests to specialized agent endpoints. Built with Next.js 15 and React 19, it uses Google Vertex AI for model access and the Vercel AI SDK for streaming responses. Each agent has its own API route with unique system prompts and toolsets. The Coding Agent utilizes a remote FastAPI service for secure Python execution with scientific libraries including matplotlib for data visualization. Key technical implementations include: - Turbopack for fast development and builds - Server components architecture for optimal performance - Integrated Google Cloud services (Vertex AI, TTS, Cloud Run) - Advanced prompt engineering with agent-specific instructions - Real-time streaming with proper error handling and fallbacks - Modular tool system allowing easy extension of agent capabilities

Agent Mesh successfully demonstrates advanced multi-agent AI orchestration with a practical, user-friendly interface. The system enables complex task workflows where the General Agent can request research from the Research Agent, which then passes data to the Coding Agent for analysis and visualization. This collaborative approach significantly enhances the capability beyond single-agent systems. The application showcases modern AI development practices with streaming responses, proper error handling, and extensible architecture. The integration of Google's latest Gemini 2.5 models provides state-of-the-art performance for both reasoning and speed. The secure code execution environment allows for safe data analysis and visualization capabilities. Built with the latest web technologies including Next.js 15, React 19, and AI Elements, the project represents cutting-edge AI application development. The modular design makes it an excellent foundation for building more sophisticated multi-agent systems and demonstrates expertise in AI integration, cloud services, and modern web development patterns.