Step-back prompting 25 Chain of Thought (CoT) 29 Self-consistency 32 Tree of Thoughts (ToT) 36 ReAct (reason & act) 37 Automatic Prompt Engineering 40 Code prompting 42 Prompts for writing code 42 accommodate. Output length restriction is especially important for some LLM prompting techniques, like ReAct, where the LLM will keep emitting useless tokens after the response you want. Be aware, generating (ToT) which is based on the paper ‘Large Language Model Guided Tree-of-Thought’.9 ReAct (reason & act) Reason and act (ReAct) [10]13 prompting is a paradigm for enabling LLMs to solve complex tasks using

新版本改进了性能、优化了开发者体验，并大 改了网站。Svelte 4 主要是一个维护版本，它 为下一代的 Svelte 发布奠定了基础。 Qwik 是一个全栈式 Web 框架，Qwik 基于 React、Angular 和 Vue 等 其他 Web 框架的概念，但以 JavaScript 流等更新的方法脱颖而出，允许 以高性能向用户交付复杂的 Web 应用程序。 Dart 3 正式发布，100% 发表了一篇帖子， 鼓励 Asahi Linux 发行版的用户停止使用 X.Org，因为 Wayland 才是 Linux 的未来。 前端新轮子 Nue JS，作者称要打造全新的 Web 生态 与使用 React 相比，Nue JS 实现同样的功能代码量只有前者的 1/10。 OSCHINA 社区用户评论 独孤影：Serverless 本来就是一个成本非常高的东西。同样的坑我们也踩过， 用 scf 1 1 开源开发者事件回顾 DHH 锐评“打包工具”：前端根本不需要构建 前端生态系统的复杂性是出了名的。在每一层，似乎都存在着不兼容的， 相互竞争的标准。 为什么前端技术栈如此复杂？ React 正在经历 Angular.js 的时刻吗？ Ruby on Rails 作者 DHH：最快的打包工具就是没有打包 (No Build)，有 了 HTTP/2 以及浏览器原生支持 ES Modules

js，JQuery，React，Element UI 和 Bootstrap。 The Top5 front-end development frameworks in use are Vue.js, JQuery, React, Element UI and Bootstrap. 【专家点评】/ [Expert Comment] 段夕华：这个数据有点意思，React 居然屈居 Vue 之后，好像跟国外的统计数据不太一 致。不知道是样本容量问题，还是因为国内开源项目对华人发起的 Vue 情有独钟。 Duan Xihua: This data is somewhat interesting. React ranked second to Vue, which seems inconsistent with foreign statistics. I do not know whether it 的由其自主设计、研发的开源分布式关系型数据库 TiDB，分布式事务型的键值数据库 TiKV， 文档型项目 docs-cn、docs 等。其次是阿里，TOP 10 项目中上榜的项目有 2 个，分别是蚂 蚁金服采用 React 封装的一套组件库 Ant Design (位于第 2 名)，以及致力于配置和管理微 服务的特性集 Nacos。百度也上榜了 2 个项目，主要集中在人工智能领域，是百度深度学习 平台 PaddlePaddle

50 名的项⽬活跃度相差超过 10 倍，说明 中国开源项⽬之间的差距较⼤。 从这个列表中，我们发现，阿⾥在开源领域中的成绩显著。Top10 项⽬中上榜的项⽬有 4 个，除了蚂蚁⾦服采⽤ React 封装的⼀套组件库 ant-design/ant-design，基于 Ant Design 框架搭建的中后台管理控制台的脚⼿架 ant-design/ant-design-pro 和致⼒于配置和管理微 以及相关⼯具库、扩展版本和模型库 Models；此外开放⾃动驾驶平台 ApolloAuto/apollo 也榜上有名。 中国的 Top50 项⽬列表中，包括阿⾥的 Ant-Design 组件库，京东基于 React 前端框架的 开发框架 taro，由饿了么（已被阿⾥收购）前端团队开源的 Vue UI 组件库 Element 等等， 这说明在国内，前端群体在开源社区更为活跃；另外前端代码⼀般也不太涉密，因此公司在⼼

开发框架使用情况中，Django 和 Flask 遥遥领先。 24 3.14 前端开发框架 前端开发框架的使用中，Top5 分别是 Vue.js，JQuery，React， Element UI 和 Bootstrap。 专家点评 段夕华：这个数据有点意思，React 居然屈居 Vue 之后，好像跟国外的统计数据不太一致。不知道是样本容 量问题，还是因为国内开源项目对华人发起的 Vue 情有独钟。 2021 计、研发的开源分布式关系型数据库 TiDB，分布式事务型的键值数据库 TiKV，文档型项目 docs-cn、 docs 等。其次是阿里，TOP 10 项目中上榜的项目有 2 个，分别是蚂蚁金服采用 React 封装的一套组 件库 Ant Design ( 位于第 2 名 )，以及致力于配置和管理微服务的特性集 Nacos。百度也上榜了 2 个 项目，主要集中在人工智能领域，是百度深度学习平台 PaddlePaddle

stored. Interface Interface configuration lets you change how UI elements are displayed and how they react. Display Resolution Scale Adjusts the size of fonts and buttons relative to the automatically detected objects react when they are transformed. A Control Bone could for example act as a sliding switch control when the bone is in one position to the left, it could indicate to other bones that they react in a a moving character. It also works for simulating more general soft objects that bend, deform and react to forces like gravity and wind, or collide with other objects. While it can simulate cloth and other

stored. Interface Interface configuration lets you change how UI elements are displayed and how they react. Display Resolution Scale Adjusts the size of fonts and buttons relative to the automatically detected objects react when they are transformed. A Control Bone could for example act as a sliding switch control when the bone is in one position to the left, it could indicate to other bones that they react in a a moving character. It also works for simulating more general soft objects that bend, deform and react to forces like gravity and wind, or collide with other objects. While it can simulate cloth and other

stored. Interface Interface configuration lets you change how UI elements are displayed and how they react. Display Resolution Scale Adjusts the size of fonts and buttons relative to the automatically detected objects react when they are transformed. A Control Bone could for example act as a sliding switch control when the bone is in one position to the left, it could indicate to other bones that they react in a a moving character. It also works for simulating more general soft objects that bend, deform and react to forces like gravity and wind, or collide with other objects. While it can simulate cloth and other

stored. Interface Interface configuration lets you change how UI elements are displayed and how they react. Display Resolution Scale Adjusts the size of fonts and buttons relative to the automatically detected objects react when they are transformed. A Control Bone could for example act as a sliding switch control when the bone is in one position to the left, it could indicate to other bones that they react in a a moving character. It also works for simulating more general soft objects that bend, deform and react to forces like gravity and wind, or collide with other objects. While it can simulate cloth and other

stored. Interface Interface configuration lets you change how UI elements are displayed and how they react. Display Resolution Scale Adjusts the size of fonts and buttons relative to the automatically detected objects react when they are transformed. A Control Bone could for example act as a sliding switch control when the bone is in one position to the left, it could indicate to other bones that they react in a a moving character. It also works for simulating more general soft objects that bend, deform and react to forces like gravity and wind, or collide with other objects. While it can simulate cloth and other