Spring AI : Advisors API
Once an AI feature moves beyond a demo, the model call is rarely the whole story. You need to log requests, restore conversation history, retrieve …
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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.
Latest Articles
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 …
Spring AI : Structured Output
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 …
Spring AI : Chat with LLMs
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 …
Don't Pollute Your Spring Boot Main EntryPoint Class
Most Spring Boot applications start with a beautifully boring main class. Then one day we need caching. We add @EnableCaching. Then we need async …
Before You Judge, Get Curious
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. …