AI

Ollama is an open source tool that allows you to run large language models (LLMs) directly on your local computer without having to depend on paid cloud services. In this guide we will see how to install it and how to use it. It is a lightweight framework that provides a simple API for running and managing language […]

The advent of artificial intelligence has revolutionized multiple sectors, from industrial automation to medicine. But one of the most fascinating applications is certainly the ability to generate realistic images through machine learning algorithms. In this chapter of our guide on Spring AI, we will see how to generate images with OpenAI in java applications. OpenAI’s […]

After having seen in one of our previous articles how to implement a function call with Spring AI, the time has come to delve further into the topic with a practical tutorial on FunctionTool. Function Tools are necessary when you want to define complex function invocations where you need to give more details to the […]

In one of our articles we have already discussed what embeddings are and how they are useful in the world of machine learning. Now it’s time to do some practice so in this tutorial we will try to generate embeddings thanks to Spring AI and the models offered by OpenAI. If you are new to […]

In the field of machine learning, a term we hear often is “embeddings.” But what exactly does that mean? In this article, we will explore the concept of embeddings, what they are, and why they are so important in machine learning applications. An embedding is a vector representation of an abstract object in a multidimensional […]

Spring AI, the powerful framework for developing Artificial Intelligence applications, offers an interesting feature called “Function Calling“, which allows you to easily integrate custom functions into conversations with AI. In this article, we will explore how Spring AI’s “function calling” mechanism works and how you can leverage it to enrich conversations with AI. What is […]

If you are an Artificial Intelligence enthusiast and want to learn how to create an intelligent chat application using Spring AI and OpenAI, you are in the right place! In this tutorial, we’ll walk you step-by-step through the process of developing a chat application using Spring AI and OpenAI’s Chat Completion API. Project configuration Before […]

The first chapter of our guide on Spring AI could only be about how to create a project from scratch. We will see together the steps to take and do a quick analysis of the code to understand the basics of how the framework works. Spring Initializr The simplest method to create a Spring from […]

Spring AI is a framework designed to simplify the development of applications that incorporate artificial intelligence (AI) capabilities. It is based on the design principles of the Spring ecosystem for Java and aims to make AI engineering more accessible and less complex for developers. Brief introduction to the framework Spring is an open-source framework for […]