Spring AI
Build an MCP Client with Spring AI – Step by Step Guide
Build an MCP Client with Spring AI: In the last post, we built an MCP Server with three Jira tools — get open tickets, create ticket, and update ticket status. But a server sitting alone is not useful to anyone. Somebody needs to actually talk to it. That “somebody” is the MCP client, and that’s … Read more
Build an MCP Server with Spring AI – Step by Step
Build an MCP Server with Spring AI : In our last post, we talked about RAG and how it helps your AI model answer questions using your own private data. Today we are moving to another very interesting topic in the Spring AI series — building an MCP Server. I have made a full video … Read more
Build Your First RAG App with Spring AI – Complete Beginner’s Guide
Build Your First RAG App with Spring AI : If you have played around with any AI chatbot, you must have faced this problem at least once. You ask something specific about your own company, and the chatbot replies with full confidence… but the answer is completely wrong. This is called hallucination, and today we … Read more
Spring AI Multimodality: A Comprehensive Guide to Multi-Model Integration
Spring AI Multimodality: As AI technologies advance, the ability to process and generate different types of data such as text, images, and audio has become increasingly crucial. This capability, known as multimodality, allows AI models to understand and produce content across multiple formats, enhancing their versatility and application. In this article, we’ll explore what multimodality … Read more
Mastering Structured Outputs in Spring AI: A Step-by-Step Guide
As AI-driven applications evolve, the need to generate and manage structured data becomes increasingly important. Structured outputs in spring ai allow AI models to deliver results in an organized, predictable format, making it easier to process and integrate the output into other systems. In Spring AI, this is achieved through the use of a Structured … Read more
Harnessing Spring AI Function Calling: A Guide to Extending AI Capabilities
In the world of AI-driven applications, spring ai function calling is a game-changer that allows you to extend the capabilities of your models beyond simple input and output. With Spring AI, you can integrate function calling to make your AI interactions more dynamic and versatile. This guide will walk you through what function calling is … Read more
Understanding and Creating Prompts with Spring AI : Spring AI Prompt Integration
In the realm of AI applications, prompts play a crucial role in guiding AI models to generate specific responses based on user inputs. This article will explain what a Spring AI Prompt is, how to create and use prompts within the Spring AI framework, and provide you with code examples to get started. What is … Read more
Getting Started with Spring AI Project: Your First Project Setup
Spring AI Project: In the rapidly evolving world of technology, integrating AI capabilities into your projects is becoming increasingly essential. One of the powerful tools available for developers is Spring AI, a framework that simplifies the integration of AI services into Spring-based applications. In this guide, we’ll walk through what Spring AI is, how to … Read more