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 ...

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 ...

Java users can integrate ML into their Spring applications with Spring Boot Starter for Deep Java Library. Apply these frameworks to integrate ML capabilities into microservices for deep learning.

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 ...

Spring Boot is the Java world's preeminent, cloud-native software development framework. Amazon prides itself as the preeminent cloud-hosting service. So, it's a natural fit to deploy apps built with ...