This Open-Source Tool Generates UI Like Magic

6:452 min readBetter Stack10/23/2026Computing/Software · Internet Technology

Key Takeaway

Open UI replaces verbose JSON schemas with a custom streaming language called Open UI Lang, allowing developers to generate interactive, bespoke user interfaces on demand.

Highlights

  • A custom open-source tool called Open UI generates fully functional apps and user interfaces on demand by streaming components line by line.

  • Open UI uses a compact language called Open UI Lang instead of traditional nested JSON, reducing token consumption and latency by more than half.

  • The demo setup runs on Gemini 3.8 Flash, rendering applications like calculators, coffee shop finders, and flight trackers directly from text prompts.

  • Open UI functions as a rendering specification compatible with any framework or library such as React, Vue, Svelte, Tailwind, or Material Design.

Timeline

  1. On-Demand App Generation Demo

    An empty dashboard interface initiates application generation based entirely on text titles entered by the user. Entering a request like a calculator or coffee shop finder prompts the system to build and stream the interface in real time. The resulting applications function with live data feeds, such as embedded Google Maps and interactive buttons.

    • Empty dashboard applications generate fully functional utilities like weather displays, calculators, and coffee shop finders on demand.
    • Generated applications include interactive features such as working calculation inputs and functional map interfaces.
    • The demonstration relies on Gemini 3.8 Flash combined with Open UI standards for consistent rendering.
  2. Generative UI and Framework Flexibility

    Generative UI moves beyond static text responses by rendering visual components like maps, selection pills, and drum pads directly inside chat threads. Open UI serves as a structural specification rather than a locked UI library. Developers retain full freedom to implement standard frontend frameworks and styling systems.

    • Open UI generates small portions of user interfaces on demand to render dynamic data or custom forms within chat interfaces.
    • The specification operates independently of any specific UI library, supporting React, Vue, Svelte, Tailwind, and Material Design.
    • Developers avoid managing every potential edge case by tailoring interfaces specifically to individual user prompts.
  3. Open UI Lang Versus Traditional JSON

    Standard JSON schemas require the entire object to load before parsing begins due to nested structures. Open UI introduces a compact custom language called Open UI Lang designed specifically for streaming interfaces line by line. Compared to alternatives like Vercel JSON Render or Google's A2UI, Open UI Lang significantly cuts down token usage and latency.

    • Traditional nested JSON requires waiting for complete responses before parsing, causing significant latency.
    • Open UI Lang parses line by line during generation, consuming less than half the tokens of JSON alternatives.
    • React integrations utilize open-source packages to translate custom language output directly into renderable components.
  4. Practical Use Cases and Infrastructure Challenges

    Practical applications include displaying custom charts and inputs inside chat interfaces without relying on repetitive radio selection cards. Initial local implementations tested high-speed inference models like Cerebras but encountered rate limits, prompting a switch to Gemini 3.8 Flash. Future iterations point toward secure, sandboxed backends paired with real-time frontend generation.

    • Primary use cases include generative UI inside chat applications and intuitive dynamic data visualization.
    • Early local test environments encountered rate limits and broken application outputs when paired with high-speed inference providers.
    • Future deployments will likely feature secure, user-scoped backends paired with on-demand frontend generation.

Description

What if an app had no source code, and every screen was generated the moment you clicked it? I built an app launcher that does exactly that with OpenUI, the open-source spec for generative UI that streams live interfaces built from your own React components. If you're adding AI to a chat interface or dashboard, this is worth a look. 🔗 Relevant Links https://www.openui.com/ ❤️ More about us Radically better observability stack: https://betterstack.com/ Written tutorials: https://betterstack.com/community/ Example projects: https://github.com/BetterStackHQ 📱 Socials Twitter: https://twitter.com/betterstackhq Instagram: https://www.instagram.com/betterstackhq/ TikTok: https://www.tiktok.com/@betterstack LinkedIn: https://www.linkedin.com/company/betterstack 📌 Chapters: 0:00 An app launcher with no source code 1:21 What generative UI is for 2:46 A spec, not a UI library 3:06 Why JSON is too slow for UI 3:44 How my demo uses OpenUI 4:20 JSON Render and A2UI compared 5:00 Where generative UI fits 5:28 What went wrong building the demo

Write about this video