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freeCodeCamp

Spring AI: Building Smart Applications with Spring Boot and OpenAI Integration

via freeCodeCamp

Overview

Master Spring AI development through this comprehensive 4.5-hour course featuring hands-on projects that integrate AI capabilities into Spring Boot applications. Build practical applications including a Stock Photo Generator, QnA Bot, Recipe Generator, and Audio Transcriber while learning to leverage machine learning and natural language processing. Progress from fundamental concepts of Spring AI through advanced implementation, covering essential topics like OpenAI integration, API key management, service and controller development, and frontend development with React. Gain practical experience in handling image generation options, implementing chat functionality, managing CORS issues, and creating responsive user interfaces. Complete two major projects that demonstrate real-world AI application development, including a multi-functional AI tool combining image generation, chatbot, and recipe creation capabilities, and an audio transcription system that converts speech to text. Master both backend and frontend development aspects while learning to effectively integrate AI services into modern web applications.

Syllabus

⌨️ Introduction
⌨️ 1 What is Spring AI
⌨️ 2 Application Demo
⌨️ 3 Setting up Spring AI Project
⌨️ 4 Understanding OpenAI, Generating Keys
⌨️ 5 Building Service to Chat
⌨️ 6 Building Controller to Chat
⌨️ 7 Making use of Options
⌨️ 8 Building Service to Generate Images
⌨️ 9 Building Controller for Images
⌨️ 10 Different Options for Image Generation
⌨️ 11 Parameterizing Values
⌨️ 12 Building Recipe Generator
⌨️ 13 Setting up the React Application
⌨️ 14 Getting Started to Up the Interface
⌨️ 15 Understanding Conditional Rendering
⌨️ 16 Implementing the CSS
⌨️ 17 Setting Up the Components We Need
⌨️ 18 Building the Generate Image Functionality
⌨️ 19 Fixing the CORS Issue
⌨️ 20 Setting up Chat Functionality
⌨️ 21 Integrating Create Recipe API
⌨️ Audio Transcriber Project
⌨️ Setting up Spring AI Project
⌨️ Running the App for the First Time
⌨️ Understanding OpenAI, Generating Keys Again
⌨️ Configuring API Keys in Project
⌨️ Building the API
⌨️ Getting API to Work
⌨️ Setting up Frontend Project
⌨️ Building the Frontend
⌨️ Testing the Application
⌨️ Adding CSS

Taught by

freeCodeCamp.org

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