Spring Cloud Data Flow: Orchestrating Machine Learning Pipelines
In the dynamic world of machine learning, the journey from raw data to a deployed model involves a series of intricate steps. Spring Cloud Data Flow (SCDF) emerges as a…
A Beginner’s Guide to Setting Up Ollama with Docker Compose
Have you ever wanted to run a powerful large language model (LLM) like Llama 3 or Gemma right on your own computer, but you need a consistent and portable setup?…
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…
Scaling Streams: Mastering Virtual Threads in Spring Boot 4 and Java 25
As a software architect, I’ve seen the industry shift from heavy platform threads to reactive streams, and finally to the “best of both worlds”: Virtual Threads. With the recent release…
🚀 DL4J and Spring Boot: Real-Time Anomaly Detection in Time-Series Data
As a Software Architect, you understand that an excellent solution requires not just a powerful model, but a robust, scalable, and performant architecture for deployment. The combination of DL4J (Deeplearning4j)…