Building Intelligent Apps with Spring AI
In today’s fast-paced world of software development, integrating artificial intelligence into applications is no longer just a trend—it’s a necessity. At the heart of this revolution is Generative AI, a…
Spring Cloud Stream
Spring Cloud Stream is a framework for building highly scalable, event-driven microservices that are connected by a shared messaging system. In simple terms, it’s a powerful tool that takes away…
Mastering Polymorphic Data in Spring Kafka with Avro with Dedicated Topics
As a software architect, designing robust, scalable, and adaptable distributed systems is a constant pursuit. When working with Apache Kafka, a common challenge arises: how do you send messages that,…
Spring Data JPA for Dummies: Persisting Data Like a Pro
Ever feel bogged down by writing tons of code just to interact with your database? If you’re a Java developer working with relational databases, Spring Data JPA is your new…
Mastering Retrieval-Augmented Generation (RAG) with Spring AI
Retrieval-Augmented Generation (RAG) has become the gold standard architecture for extending the capabilities of Large Language Models (LLMs) with enterprise domain knowledge. By combining the natural language understanding of LLMs…
Spring Data REST: Simplify RESTful API Development
Spring Data REST is a Spring module that automatically creates RESTful APIs for Spring Data repositories. It eliminates boilerplate code, allowing you to focus on your application’s core logic. Benefits:…
Integrating Model Context Protocol (MCP) Tooling with Spring AI
The Model Context Protocol (MCP), originally introduced by Anthropic, is an open standard designed to standardize how Large Language Models (LLMs) connect with external context sources—such as databases, local file…