
Spring AI : Chat Memory
Large language models are stateless. Send two independent requests to a model, and the second request knows nothing about the first one. That is …
I am Siva, a passionate software engineer with expertise in building scalable web applications. I enjoy working across the stack and constantly learning new technologies.


Large language models are stateless. Send two independent requests to a model, and the second request knows nothing about the first one. That is …

Chat models are great at producing prose, but most applications don’t want prose — they want a Java object, a List<String>, or a Map they …

Calling an LLM is just an HTTP request. The trouble is that every provider has its own API, configuration, and response format. Spring AI handles that …

Most Spring Boot applications start with a beautifully boring main class. Then one day we need caching. We add @EnableCaching. Then we need async …

A few years ago, I was working at a fintech company in Germany. Our business unit planned to build a new offering for customers in Germany and the UK. …

You’ve been working for years. You know your systems inside out. You’ve solved real problems, handled pressure, and delivered results. But …