Google Gemini 3 - Dynamic View & Visual Layout
Google has implemented Generative UI features in Gemini 3 (internally called "Dynamic View" and "Visual Layout" experiments). According to Google's official blog, Gemini 3 AI Mode can "generate immersive visual layouts and interactive tools and simulations", completely generating interfaces on-the-fly based on user queries. Dynamic View allows Gemini 3 to "design and code a fully custom interactive response" for each prompt, while Visual Layout generates "magazine-style" immersive multimedia interfaces.
Google Search AI Mode
With Gemini 3 launching in Search, AI Mode has added Generative UI experiences. Google Search team states that Gemini 3 in search can dynamically create ideal visual layouts with interactive tools and simulations, tailoring interfaces to user questions. For example, when searching for complex concepts, users not only get text answers but can also see dynamic charts or simulation tools (like calculators with real-time adjustable parameters).
v0 by Vercel
Vercel's v0.dev (beta since 2023) can convert short text prompts into interactive frontend prototypes. It generates React/Tailwind UI components from text descriptions or images, demonstrating the prospect of text-to-UI generation.
Google Stitch: Real-Time AI-Native UI Design
Google Labs' Stitch is a strong design-time GenUI case rather than a chat-only coding demo. In its May 19, 2026 official update, Google describes Stitch as a live collaborative design system where an agent streams UI work directly onto an infinite canvas, lets users steer iterations before they finish, and exports the resulting screens toward production.
Amazon Rufus - Conversational Shopping Assistant
Amazon launched the conversational shopping assistant "Rufus", which directly generates intent-based interfaces (such as product recommendation cards, filter options, etc.) through conversation, breaking through the traditional keyword search model.
Vercel AI SDK - Generative UI
Vercel's AI SDK enables streaming React components from LLMs, allowing AI to generate interactive UI components in real-time.
bracesproul/gen-ui - LangChain.js Generative UI Demo
An open-source demo project built with LangChain.js and Next.js for demonstrating how to quickly build Generative UI applications. The project description states: "This app is intended to provide a template for building Generative UI applications using LangChain.js".