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/Spring AI Basics

Spring AI Basics

https://leanpub.com/spring-ai

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Getting Started

In this part

Getting Started
Prerequisites
Spring Boot Application
Use Model Service
Consolidate Local and Production Environment
Summary
Chat Completion
Model
ChatModel
Create Prompts
Chat Response
ChatClient
Use Custom Chat Options
Prompt Template
Advisor
Streaming Chat Completion
StreamingChatModel
Streaming Web Application
Streaming JSON Events
Structured Output Converter
StructuredOutputConverter
ListOutputConverter
MapOutputConverter
BeanOutputConverter
Use ChatClient
Multimodal Input
Media
Image Understanding