要性，更多开源贡献者投入到了文档撰写中。  Similar to last year, participation in open source continues to be primarily in the form of code and documentation, with communities and projects realizing the importance of documentation and 43%还未参与工作的学生群体占比最大，这证实了近两年我国开源文化 推广成果，能反映出开源项目的推广已下沉影响到学生群体。不论是 gitee 开源暑期活 动、中科院开源软件点亮计划以及 Google summer of code 等这些来自各个组织公司的 项目都培养了下一代参与开源贡献习惯，了解了开源文化精神和开源协作的共创模式，为 我们更好的推进开源发展能做出巨大贡献，未来可期。 Guo Yue: The most (Chinese Academy of Sciences), and Summer of Code (Google), have cultivated the habit of contributing to open source participation of the next generation. Understanding the open source culture and the

Verbatim (code) blocks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68 Indented code blocks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68 Fenced code blocks . . - 1. Specify the base level for headings (defaults to 1). --indented-code-classes=CLASSES Specify classes to use for indented code blocks–for example, perl,numberLines or haskell. Multiple classes may tabs to spaces before parsing its input.) Note that this will only affect tabs in literal code spans and code blocks. Tabs in regular text are always treated as spaces. --tab-stop=NUMBER Specify the number

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30 6.6. Platform Specific Code . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . main/groovy/ - A collection of scripts written in Groovy └── main/java/ - java source code └── test/groovy/ - A collection of scripts written in Groovy └── test/java/ - java as well as whether authentication is required. • Fire up an event which could be either a piece of code (like a script) or a service. • Define a response to the request. A response could either be another

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30 6.6. Platform Specific Code . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . src/ ├── docs/ - component documentation source └── main/java/ - java source code └── test/java/ - java unit-tests ├── testdef - Defined integration-tests ├── as well as whether authentication is required. • Fire up an event which could be either a piece of code (like a script) or a service. • Define a response to the request. A response could either be another

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30 6.6. Platform Specific Code . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . src/ ├── docs/ - component documentation source └── main/java/ - java source code └── test/java/ - java unit-tests ├── testdef - Defined integration-tests ├── as well as whether authentication is required. • Fire up an event which could be either a piece of code (like a script) or a service. • Define a response to the request. A response could either be another

format. However, the widget system allows users, if needed, to drop down to any platform-specific code and mix it with widget designs, thus providing a mix between ease of use, platform independence from Apache OFBiz community. It’s possible to change a property in OFBiz to have link to your own generation. For details about asciidoc rules used in Apache OFBiz have a look to Documentation Guidelines plugin components, there are two ways to read them. On the one hand, the plugin documentation generation process generates one document per plugin, so that you can see the list of documents in the pluginsdoc

format. However, the widget system allows users, if needed, to drop down to any platform-specific code and mix it with widget designs, thus providing a mix between ease of use, platform independence from Apache OFBiz community. It’s possible to change a property in OFBiz to have link to your own generation. For details about asciidoc rules used in Apache OFBiz have a look to Documentation Guidelines plugin components, there are two ways to read them. On the one hand, the plugin documentation generation process generates one document per plugin, so that you can see the list of documents in the pluginsdoc

format. However, the widget system allows users, if needed, to drop down to any platform-specific code and mix it with widget designs, thus providing a mix between ease of use, platform independence from Apache OFBiz community. It’s possible to change a property in OFBiz to have link to your own generation. For details about asciidoc rules used in Apache OFBiz have a look to Documentation Guidelines plugin components, there are two ways to read them. On the one hand, the plugin documentation generation process generates one document per plugin, so that you can see the list of documents in the pluginsdoc

就是 典型案例，强化了推理能力的同时，也大大缓解了幻觉问题。 2. 大模型做不到的，“现存工具”强势补位。 无法持续更新的知识库，可以通过 RAG（Retrieval Augmented Generation，检索增强 生成）来解决。 RAG 的出现，让各界越来越深刻地认识到，大模型没必要存储那么多知识，只需要如何使 用搜索引擎这个外部工具即可。大模型可以在搜索结果上做进一步的信息筛选和优化，而搜索引 AI 功能的加入，如：原生的向量化模型、基于语义化搜 索（SearchEverywhere）、结合补全统计的机器学习补全插件 Machine Learning Code Completion、适用于单个代码行的 Full Line Code Completion 等等。 而除了 GitHub Copilot 工具本身，它还开放了其插件能力，使得我们可以定义自己的 AI 智能体，以适应我们自己的工作流程。

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24 6.6. Platform Specific Code . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . src/ ├── docs/ - component documentation source └── main/java/ - java source code └── test/java/ - java unit-tests ├── testdef - Defined integration-tests ├── as well as whether authentication is required. • Fire up an event which could be either a piece of code (like a script) or a service. • Define a response to the request. A response could either be another