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Spring AI – Generate images with Open AI

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 […]

Spring AI – Tutorial FunctionTool with OpenAI

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 […]

Spring AI – Generate embeddings with OpenAI

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 […]

AI – What are embeddings and how are they used?

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 – How to integrate Function Calling with OpenAI

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 […]

Spring AI – Chat tutorial with OpenAI

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 […]