检索增强生成（RAG）可以有效将大语言模型的输出与外部知识对齐，但它并不会建模运行时上下文，例如用户身份、会话状态或业务约束，而这些正是企业应用所依赖的关键要素。 上下文增强生成（CAG）是在现有 RAG 流程之上的扩展，通过引入一个显式的上下文 ...

Microsoft announced Spring Boot improvements in the latest update to Java on Visual Studio Code tooling. That tooling comes in the Spring Boot Extension Pack in the Visual Studio Code Marketplace, ...

When you get ready to deploy an application into production, the usual thought is: what’s the easiest way to meet all the application requirements? In this case, we have three components that need to ...

There is no international standards organization that specifies the criteria a Spring Boot application has to satisfy to qualify as a microservice. The closest thing developers have to a set of ...

Community driven content discussing all aspects of software development from DevOps to design patterns. The key difference between the Spring @Bean and @Component annotations is that the @Bean ...

The JHipster team has shipped JHipster 9.0.0-beta.2, a follow-up to the project's first 9.0 beta, aimed squarely at improving generator stability while pushing the stack forward with Spring Boot 4.x.

HTMX is a newer technology that takes plain old HTML and gives it extra powers like Ajax and DOM swaps. It’s included in my personal list of good ideas because it eliminates a whole realm of ...