Demo Mistral Chat

About the project

A modern chat web application that demonstrates Mistral AI capabilities. Built with Next.js 14 and deployed on Vercel Edge, it implements real-time response streaming for a fluid and responsive user experience. The project explores best practices for integrating LLMs into web applications, including context handling, prompt optimization, and efficient conversation state management.

Technologies

Features

• Real-time response streaming
• Modern and responsive chat interface
• Conversation context handling
• Edge Functions for minimal latency
• Prompt optimization for better responses
• State management with React hooks
• Minimalist dark mode design
• Automatic deployment with Vercel

Technical challenges

• Implementation of SSE (Server-Sent Events) streaming
• Correct context handling between multiple messages
• Performance optimization in Edge Runtime
• Error handling and automatic reconnection
• Balance between latency and response quality

Learnings

• LLM integration with modern APIs
• Serverless architecture with Edge Functions
• Streaming patterns in web applications
• Prompt optimization for LLMs
• App deployment and monitoring on Vercel Edge

Screenshots

Vista 1