Spring AI: Beginner to Guru

Course Curriculum

Chapter 1: Introduction

Lecture 1: Course Introduction

Lecture 2: Instructor Introduction

Lecture 3: Getting the Most Out of Your Course

Lecture 4: Setting Up Your Development Environment

Lecture 5: Is Your IDE Free Like A Puppy?

Lecture 6: Free 120 Day IntelliJ Trial

Lecture 7: Course Slack Room – Chat with Your Instructor and Other Students

Lecture 8: Github Workflow

Chapter 2: Introduction to AI

Lecture 1: Introduction

Lecture 2: Types of Artificial Intelligence

Lecture 3: Introduction to Large Language Models (LLMs)

Lecture 4: Overview of OpenAI

Chapter 3: Introduction to Spring AI with OpenAI

Lecture 1: Introduction

Lecture 2: Get Your OpenAI API Key

Lecture 3: Create New Spring Boot Project

Lecture 4: Configure OpenAI API Keys

Lecture 5: Add OpenAI Service

Lecture 6: Exploring LLM Capabilities

Lecture 7: Create Spring MVC Controller

Lecture 8: Test Controller with Postman

Lecture 9: Using Prompt Templates

Lecture 10: Directing OpenAI to format the Response

Lecture 11: Directing OpenAI to Respond with JSON

Lecture 12: Binding OpenAI Responses With JSON Schema

Lecture 13: OpenAI Response Meta Data

Chapter 4: Prompt Engineering

Lecture 1: Introduction

Lecture 2: Overview on Prompt Engineering

Lecture 3: Giving Clear and Precise Instructions

Lecture 4: Giving the Model Time to Think

Lecture 5: Summarizing

Lecture 6: Inferring

Lecture 7: Zero Shot and Few Shot Prompting

Lecture 8: Chain of Thought

Lecture 9: Using System Messages

Chapter 5: Retrieval Augmented Generation – RAG

Lecture 1: Introduction

Lecture 2: Overview of Retrevial Augmented Generation

Lecture 3: Configure Vector Store

Lecture 4: Configure Vector Store Data Load

Lecture 5: Returning Documents from Vector Store

Lecture 6: Improving Prompt Performance – Embedding Config

Lecture 7: Improving Prompt Performance – Trimming Data

Lecture 8: Providing Document Meta Data

Chapter 6: AI Recommendation Expert with RAG

Lecture 1: Introduction

Lecture 2: Overview of Towing

Lecture 3: Spring Boot Project Review

Lecture 4: Configure Milvus Vector Database

Lecture 5: Vector Store Data to Load

Lecture 6: Load Vector Store

Lecture 7: Configure System Prompt and Test

Chapter 7: OpenAI Functions

Lecture 1: Introduction

Lecture 2: Overview of Function Calling with OpenAI

Lecture 3: Spring Boot Project Review

Lecture 4: Get API Ninjas API Key

Lecture 5: Weather Service Function

Lecture 6: Configure Function Callback

Lecture 7: Provide Model with Function Response

Lecture 8: Use System Message to Improve Model Response

Chapter 8: Spring AI Image Generation and Vision

Lecture 1: Introduction

Lecture 2: Overview of Image Generation with OpenAI

Lecture 3: Code Review of Spring Boot Project

Lecture 4: Implement Spring MVC Endpoint

Lecture 5: Implement OpenAI Image Service

Lecture 6: Using DALL-E 3 OpenAI Model

Lecture 7: Using OpenAI Specific Image Options

Lecture 8: Overview of OpenAI Vision

Lecture 9: Using Maven Snapshot Releases

Lecture 10: Create Spring MVC Controller

Lecture 11: Implement Vision Service

Chapter 9: Spring AI Text to Speech

Lecture 1: Overview of Text to Speech with OpenAI

Lecture 2: Spring Boot Project Review

Lecture 3: Implement Spring MVC Endpoint

Lecture 4: OpenAI Speech Client