Hands-on Spring AI

Fu Cheng

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Table of Contents

Spring AI Basics

Getting Started
Chat Completion
Tool
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
- Database MCP Server

Agent

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

AI Application Infrastructure

Observability
AG-UI

Source Code and Materials

Hands-on Spring AI/Agent/Agent Skills

Agent Skills

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Progressive Disclosure

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Skills and Tools

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SkillsJars

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Configure the Application

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Create the Agent

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Publish the Agent as an API

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Designing Reliable Skill-Based Agents

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Agent Development

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Observability

In this chapter

Agent Skills
Progressive Disclosure
Skills and Tools
SkillsJars
Configure the Application
Create the Agent
Publish the Agent as an API
Designing Reliable Skill-Based Agents