Build AI Application with Spring boot, Ollama and MCP

About this course

Have you ever wondered how ChatGPT-like applications are built using Java and Spring Boot? Do you want to learn how modern AI applications integrate with Large Language Models using the Spring ecosystem? If yes, then this project is the perfect starting point for you.

In this hands-on project, you will build a production-ready AI-powered backend application using Spring Boot, Spring AI, Ollama, Postman, and H2 Database while understanding the complete AI application development workflow from scratch. This project is specially designed for Java developers who want to enter the world of Generative AI using technologies they already know and love. This course outlines are like below. I have covered each and cry prerequisite knowledge in details. Section 1: Introduction

Introduction and welcome to course

What we will build

About me and other course

Download resources

Section 2: From Traditional Software to AI Engineer with Spring boot

Welcome to AI Engineering JourneyEvolution of Software Engineering

Architecture of Modern AI ApplicationLLM API and AI Model communication

Section 3: Prompt Engineering fundamental

Prompt Engineering Fundamentals

Context Engineering in AI System

Section 4: Project Development

Introduction to Spring AIProject Structure

Create Employee Service

Create MCP Server

Create Chat ClientBug Fix

Section 5: What next ..Journey So far .You will learn how Large Language Models (LLMs) work and how to run models like Llama 3 locally using Ollama without depending entirely on paid cloud APIs.

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