不再仅仅是代码,使用 Skele-Code:面向主题专家的交互式无代码笔记本构建低成本自主工作流
📄 中文摘要
Skele-Code 是一种基于自然语言和图形的接口,旨在帮助技术水平较低或非技术用户构建 AI 代理工作流。该系统支持增量式、交互式的笔记本式开发,每一步都转化为代码,并具备所需的函数和行为,以实现工作流的逐步构建。代理仅在代码生成和错误恢复时被调用,而非在工作流的编排或任务执行中。Skele-Code 的这种以代码为主的工作流方法,以及其上下文工程技术,有助于降低与多代理系统执行工作流相关的令牌成本。生成的工作流模块化、易于扩展和共享。
📄 English Summary
Don't Vibe Code, Do Skele-Code: Interactive No-Code Notebooks for Subject Matter Experts to Build Lower-Cost Agentic Workflows
Skele-Code is a natural language and graph-based interface designed for less technical or non-technical users to build workflows with AI agents. It supports incremental, interactive notebook-style development, where each step is converted into code with a required set of functions and behaviors to enable the gradual construction of workflows. Agents are invoked solely for code generation and error recovery, rather than orchestration or task execution. This code-first approach to workflows, combined with the context-engineering utilized in Skele-Code, can help reduce token costs compared to the multi-agent system approach to executing workflows. The generated workflows are modular, easily extensible, and shareable.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等