Hands-on Spring AI

Fu Cheng

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Table of Contents

Spring AI Basics

Getting Started
Chat Completion
Streaming Chat Completion
Structured Output Converter
Multimodal Input
- Media
- Image Understanding

Retrieval-Augmented Generation

RAG Introduction
- Reduce Hallucinations
- Naive RAG
Embedding Model
Documents
Vector Store
RAG
- Simple RAG
Modular RAG
RAG Examples
- Text-to-SQL
- PDF Q&A

MCP

MCP Introduction
Quick Start
MCP Server
MCP Client
- Roots
- Sampling
MCP Annotations
MCP Examples
- File System MCP Server

Agent

Agent Introduction
- Cooking Suggestion Agent
Agent Components
Agentic Patterns
Agent Development

AI Application Infrastructure

Source Code and Materials

Hands-on Spring AI/MCP/Quick Start

Quick Start

https://leanpub.com/spring-ai

Java Development Basics

https://leanpub.com/spring-ai

Sample MCP Server

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stdio Server

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Create Server

https://leanpub.com/spring-ai

Add Tool

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Package Server

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Test Server

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HTTP SSE Server

https://leanpub.com/spring-ai

MCP Client

https://leanpub.com/spring-ai

Spring Integration

https://leanpub.com/spring-ai

Spring WebMVC

https://leanpub.com/spring-ai

Spring WebFlux

https://leanpub.com/spring-ai

Client

https://leanpub.com/spring-ai

Spring AI Integration

https://leanpub.com/spring-ai

Server

https://leanpub.com/spring-ai

Client

https://leanpub.com/spring-ai

Up next

MCP Server

In this chapter

Quick Start
Java Development Basics
Sample MCP Server
stdio Server
HTTP SSE Server
MCP Client
Spring Integration
Spring AI Integration