Build an AI Powered Mobile Chatbot with Expo and Cloudflare AI
Blog post from Upstash
The article provides a comprehensive guide on using AI-powered tools to enhance the shopping experience of a smartphone e-commerce platform through personalized recommendations. It explains how to leverage vector embeddings and various technologies like Upstash Vector, LangChain, Expo, and Cloudflare Workers AI to store and index smartphone marketing webpages, allowing for real-time similarity searches that yield tailored smartphone suggestions to users. The guide details the process of setting up the tech stack, generating vector embeddings, and building a conversational UI capable of delivering relevant smartphone recommendations in markdown format. By integrating such advanced AI technologies, businesses can significantly improve customer engagement and drive sales, all while maintaining an efficient and scalable deployment framework.