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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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 …
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. …
Feeling Left Behind in Tech? This Is Your 90-Day Comeback Plan
You’ve been working for years. You know your systems inside out. You’ve solved real problems, handled pressure, and delivered results. But …
Stepping into Crazy AI World
If you are feeling overwhelmed by the rapid pace of technological advancements, especially in the field of AI, know that you are not alone. The AI …
You Can Code Offline With Local AI(Ollama)
ChatGPT and other Generative AI tools took the world by a storm. People are using these AI tools for various purposes such as to explore a topic, to …
My First Impression of Google's NotebookLM
I came across NotebookLM from my social media feed, and it looks interesting. With NotebookLM, you can upload documents, videos, web URLs and let the …
Spring AI RAG using Embedding Models and Vector Databases
In this article, we will explore the following: Introduction to Embedding Models. Loading data using DocumentReaders. Storing embeddings in …
Getting Started with Spring AI and OpenAI
In this article, we will explore the following: Introduction to Spring AI. Interacting with OpenAI using Spring AI. Using PromptTemplates. Using …
LangChain4j Retrieval-Augmented Generation (RAG) Tutorial
In this article, we will explore the following: Understand the need for Retrieval-Augmented Generation (RAG). Understand EmbeddingModel, …