Spring AI Concepts Tutorial With Examples

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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

Angular or React or Vue JS for My Web App?

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Angular or React or Vue JS for My Web App? When talking about JavaScript, it is just one language that can be considered dominant in front-end programming. However, things are different with Javascript frameworks, and picking only one becomes much more of a challenge when you consider that JS has more than 83 libraries and 24 frameworks, all of which provide different features. By a wide majority, Angular, React, and Vue have emerged as the top three JS frameworks. Angular is a complete front-end framework, React is a user interface library, and Vue is an advanced framework; nonetheless, there is a fundamental and simple distinction between them. By the end of this post, you should have a better idea of what a

Spring Boot Chat Application with DeepSeek and Ollama

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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

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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

Flyweight Design Pattern With Examples Using Java 21

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Flyweight Design Pattern in Java: A Comprehensive Guide The Flyweight Design Pattern is one of the structural design patterns introduced by the Gang of Four (GoF). It focuses on minimizing memory usage and improving performance by sharing as much data as possible with other similar objects. This pattern is particularly useful in applications where a large number of objects with similar characteristics are required. In this article, we will dive deep into the Flyweight pattern, understand its components, explore its advantages and limitations, and look at real-world use cases. We will also implement the pattern in Java with clear, concise examples to solidify the concepts. What is the Flyweight Pattern? The Flyweight Pattern is designed to reduce the number of objects created and decrease

How to handle Exceptions in Spring Boot?

by shwetas8536 - 3

Every one of us spend ample amount of time in learning big topics of Spring & Spring Boot. For example, Spring Boot REST, Spring Boot MVC, Spring Boot Security and many more, but generally we don't think about 'How to handle Exceptions in Spring Boot?'. This topic might become the most important for running the application without any interference. Also, it is very helpful in making other developers understand our code flow easily. Even finding out the origin of errors & exceptions becomes very irritating, if we have not handled them properly in our code. Sometimes, we need to debug the whole flow of code to find it out & resolve accordingly. In this way, Exception handling plays an important role

Java Records vs JPA Entities and Lombok

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Java Records vs JPA Entities and Lombok: A Comprehensive Comparison JPA entities are the basic concepts for those who have developed a Java project using JPA or any JPA based framework such as Hibernate. While developing such project, we create an entity class as the first step. After the introduction of Record classes, it becomes a part of discussion whether we can use Records in place of Entities or not. Java Records provide a concise way to define immutable data objects. On the other hand, JPA Entities are the backbone of persistence in Java applications, that allow objects to be stored and retrieved from databases. This article explores the similarities, differences, and use cases for Java Records and JPA Entities, with examples, pros,

Java Design Patterns

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If you want to learn 'Java Design Patterns' in less time without missing any concept, you are at the right place. Moreover, if you want to appear in a Java interview, go through this article once. Additionally, If you want to have a quick revision of your concepts on Java Design Patterns which you had learnt a log time before, then also you are at the right place. However, if you are looking for one liner definition of each Design Pattern to memorize them, then also you are at the right place. Then, visit the last section of this article (Design Pattern's Cheat Sheet). In this article, we will discuss about all GoF (Gang of Four) design patterns. The 23 design

How to Configure JDK in Eclipse or STS

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How to Configure JDK in Eclipse or STS ?' how to add jdk to eclipse Configuring the Java Development Kit (JDK) in Eclipse or Spring Tool Suite (STS) is a crucial step for any Java developer. Whether you are a beginner or intermediate in java development, you might face some issue in configuring JDK in your IDE such as Eclipse or STS. This guide provides a detailed step-by-step process for configuring JDK in Eclipse or STS, along with common errors and their solutions. Prerequisites Before proceeding with JDK configuration, make sure that you have the following in your system: JDK Installation: Download and install the latest version of the JDK from Oracle's official website or OpenJDK if you don't have it already. Eclipse or STS

How to add JDK 21 support in Eclipse or STS

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Eclipse not recognizing Java-21, How to add JDK 21 support in Eclipse 2023-09?, How to add JDK 21 support in Eclipse or STS, jdk21 IDE , jdk21 eclipse, eclipse jdk21, eclipse java 21, java 21 eclipse, eclipse java 21 support, eclipse for java 21, JDK 21 support in Eclipse 2023-09 - java, add java 21 to eclipse, how to add java 21 to eclipse, eclipse openjdk 21, eclipse java 21 plugin, eclipse support java 21, jdk 21 eclipse, eclipse compiler compliance level 21 not available, sts java 21, add jdk 21 to eclipse, how to add jdk 21 in eclipse Oracle has released JDK 21 in September, 2023 as an LTS version after the release of JDK 20 in March, 2023.

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