Spring AI Concepts Tutorial With Examples java Spring Spring AI Spring Boot by devs5003 - March 5, 2025April 20, 20250 In the revolving world of artificial intelligence, integrating AI capabilities into applications has become gradually advisable. The Spring community addresses this need with the introduction of Spring AI (a module designed to streamline the incorporation of AI functionalities into Spring-based applications). Spring AI provides a set of abstractions and interfaces that promote continuous interaction with various AI models. It offers developers to enhance their applications with AI-driven features without needless complications. In this article we will explore Spring AI Concepts Tutorial With Examples. Why to Learn Spring AI Concepts Important? The Spring AI module is crucial for developers who want to integrate AI capabilities into their Java applications without the complexity of manually handling AI models, APIs, and data processing. It provides a
Spring Boot Chat Application with DeepSeek and Ollama DeepSeek java Spring AI Spring Boot Spring Boot 3 by devs5003 - February 13, 2025March 31, 20250 This tutorial provides a comprehensive guide to implement an intelligent chat application using Spring Boot, integrated with both DeepSeek and Ollama's local LLM capabilities. As these are locally installed tools, there are no chances of latency from internet roundtrips. We can process requests directly on our local server. Using it, we can train the AI our unique terminology such as company jargons, industry-specific knowledge, local dialects. Additionally, we can modify the model directly without relying on cloud provider updates. At the later stage, we can transition to cloud easily as the same Spring Boot code works both ways. This approach gives ultimate control while teaching foundational AI/software integration concepts used in enterprise systems. Let's go through a step-by-step article on Spring
DeepSeek Spring AI Integration Using Java Spring Boot DeepSeek java Spring Spring AI Spring Boot Spring Boot 3 by devs5003 - February 6, 2025April 26, 20250 DeepSeek is a smart AI tool that helps computers understand and respond to human language. It behaves like a digital assistant that can answer questions, write text, or even generate code! Whether you want to build a chatbot, automate customer support, or create an app that "talks" to users, DeepSeek provides the brains to make it happen. It acts like a super-smart friend who is always ready to help with words, ideas, or solutions. Integrating DeepSeek (or any custom AI model) with a Spring AI project involves several steps. In this article we will go through a step-by-step tutorial on 'DeepSeek Spring AI Integration Using Java Spring Boot'. We will explore how to connect DeepSeek locally with a Spring AI project and test the
Spring AI Reference ChatGPT java Spring Spring AI Spring Boot by devs5003 - December 20, 2023March 5, 20250 In the wave of generative Artificial intelligence, everyone wants to utilize the capability of AI tools to some extent. From this prospect, the Spring community stepped forward and offered a module called 'Spring AI' in order to interact with AI tools and get the desired outcomes. Spring AI intended to simplify the development of applications that integrate artificial intelligence functionality without unneeded complications. Spring AI offers abstractions that serve as the foundation for developing AI applications. These abstractions have multiple implementations, enabling easy component swapping with minimal code changes. For example, Spring AI introduces the ChatClient interface with implementations for OpenAI and Azure OpenAI. In this Spring AI reference guide, we will talk about how to add AI in our Spring