在 React Native 中构建成本高效的生成式 UI 架构

📄 中文摘要

为 Fonyx 移动应用程序构建的生成式 UI 架构旨在提供高端原生 UI 体验,同时将大型语言模型(LLM)的成本控制在极低水平。生成式 UI(GenUI)作为 AI 原生应用程序的一种强大模式,能够动态地在应用程序内部协调真实的 UI 组件。然而,许多早期的生成式 UI 系统面临着严重的生产挑战,包括极高的令牌成本、响应时间慢以及虚假数据的产生等问题。通过工具调用和元数据驱动的渲染,该架构有效应对这些挑战,提升了用户体验并降低了成本。

📄 English Summary

Building a Cost-Efficient Generative UI Architecture in React Native

The architecture built for Generative UI in the Fonyx mobile application aims to deliver premium native UI experiences while keeping Large Language Model (LLM) costs extremely low. Generative UI (GenUI) is emerging as a powerful pattern for AI-native applications, enabling the dynamic orchestration of real UI components within applications. However, many early Generative UI systems face significant production challenges, including extremely high token costs, slow response times, and hallucinated data. By employing tool calling and metadata-driven rendering, this architecture effectively addresses these challenges, enhancing user experience while reducing costs.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等