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 ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

Artificial intelligence and related technologies are evolving rapidly, but until recently, Java developers had few options for integrating AI capabilities directly into Spring-based applications.

BARCELONA, Spain--(BUSINESS WIRE)--VMware Explore 2023—VMware, Inc. (NYSE: VMW) today announced new updates to Spring, the leading Java development framework, plus enhancements across VMware Tanzu ...

Spring Boot's ability to auto-configure the development environment so that developers can quickly integrate databases, Kafka queues, cloud services and AI models into their apps is one of the popular ...

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 ...