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Spring AI

Spring AI with vector database
Spring AI – Integration with vector databases

Through integration with advanced AI algorithms, vector databases are no longer simple repositories of multidimensional information, but become dynamic platforms for analysis, prediction and making intelligent data-driven decisions. In this article we will see how the Spring AI framework offers a simple and intuitive solution for integrating with vector databases. Prerequisites For our tutorial we […]
Robot painting
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 […]
Robot using lego
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 […]
AI
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 […]
Spring AI - Function Calling
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 and Open AI chat
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 […]
Spring AI – Create a new project from scratch 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 – Java Framework Introduction 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 […]
Spring AI – Query databases with OpenAI In our Spring AI framework guide we have already discussed how to implement both function and tool calls. Now it’s time to see how to use what we’ve learned to ensure that the LLM model can independently generate and execute database query. As you will surely have guessed by reading previous articles, the possibility of […]
Spring AI – Integration with Ollama After seeing how to integrate Spring AI with OpenAI, the time has come to try Ollama, the LLM engine that allows you to install AI models locally. If you haven’t already done so, we suggest you follow our tutorial on how to install Ollama. In this article we will create a conversational chatbot starting from […]