Hands-on Spring AI

Fu Cheng

This is a sample of the book's content.Buy on Leanpub

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

MCP

https://leanpub.com/spring-ai

Up next

MCP Introduction

In this part

MCP Introduction
Quick Start
Java Development Basics
Sample MCP Server
stdio Server
HTTP SSE Server
MCP Client
Spring Integration
Spring AI Integration
MCP Server
Shared Models
ServerExchange
Prompt Templates
Resources
Tools
Completions
Logging
Pagination
MCP Client
Roots
Sampling
MCP Annotations
Server Annotations
Client Annotations
Special Parameters
MCP Examples
File System MCP Server