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美团开放AI代码工具,零代码实现全栈能力,项目负责人揭秘架构细节
机器之心·2025-05-30 04:16

Core Viewpoint - Meituan has developed a free AI no-code tool called NoCode, enabling users without programming experience to create applications through natural language and dialogue, significantly lowering development barriers and enhancing creativity [2][3][4]. Group 1: Product Features - NoCode allows users to generate code, preview results in real-time, make localized modifications, and deploy applications with a single click [12][10]. - The tool is designed to assist small and medium-sized businesses in IT and digital upgrades, showcasing various applications from websites to data analysis tools [4][10]. - Users can create applications by simply describing their ideas in natural language, with NoCode interpreting and converting these into functional capabilities [12][10]. Group 2: Technical Architecture - NoCode operates on a multi-layer architecture, including infrastructure, runtime sandbox, and agent application layers, utilizing various AI models for collaboration [24][25]. - The tool employs a specialized 7B parameter model to enhance code generation speed and efficiency, achieving a generation rate of 2000 tokens per second without compromising accuracy [27][28]. - Continuous optimization and iteration are integral to NoCode's development, with frequent updates and improvements based on user feedback and internal testing [44][48]. Group 3: User Experience and Efficiency - The implementation of NoCode has led to significant efficiency improvements within Meituan, with reports indicating that AI-generated code accounts for 27% of the code submitted in Q1 2023, with expectations for further increases [40][41]. - Non-technical users have found the tool to be three times more utilized than technical users, indicating its accessibility and effectiveness in various roles, including product managers and data analysts [21][39]. - The tool has enabled rapid prototyping and development cycles, allowing users to create functional applications in a fraction of the time previously required [36][39]. Group 4: Future Directions - Meituan plans to enhance NoCode's stability and user experience while exploring the development of a more professional IDE called "Dev Mode" to cater to advanced user needs [48][50]. - The company aims to democratize AI technology, making it more accessible for users across different skill levels, and fostering a collaborative environment between non-technical and technical users [22][46].