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#Spring AI

34 related articles

The Complete Guide to Spring AI: A Full Learning Path for Java Engineers Building AI Applications
Tutorials
·3 min

The Complete Guide to Spring AI: A Full Learning Path for Java Engineers Building AI Applications

A comprehensive guide to Spring AI covering LLM integration, prompt engineering, RAG knowledge bases, and five AI Agent patterns, with three enterprise projects for Java engineers.

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Getting Started with Spring AI: How Java Developers Can Integrate Large Language Models
Tutorials
·3 min

Getting Started with Spring AI: How Java Developers Can Integrate Large Language Models

Spring AI is the LangChain for Java, helping Java developers integrate LLMs using Spring Boot conventions. This guide covers its 6 core features, setup requirements, and enterprise positioning including RAG, Tool Calling, and Chat Memory.

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MCP Protocol Beginner's Guide: AI Model Context Protocol Architecture & Practical Integration
Tutorials
·2 min

MCP Protocol Beginner's Guide: AI Model Context Protocol Architecture & Practical Integration

A detailed guide to MCP (Model Context Protocol) covering its three-layer architecture, ecosystem marketplace, and practical integration for connecting AI models with external tools.

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Spring AI Getting Started Tutorial: Environment Setup, Version Requirements & Core Concepts Explained
Tutorials
·3 min

Spring AI Getting Started Tutorial: Environment Setup, Version Requirements & Core Concepts Explained

Spring AI getting started guide covering JDK 17 setup, Spring Boot 3.4 requirements, core concepts like Chat Completion and Tokens, helping Java developers quickly build AI applications.

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Spring AI in Practice: Building a Text-to-SQL Agent Tool Chain from Scratch
Tutorials
·2 min

Spring AI in Practice: Building a Text-to-SQL Agent Tool Chain from Scratch

Build a Text-to-SQL assistant using Spring AI Alibaba Agent Framework with a four-step Tool chain, plus solving ThreadLocal failures in stream mode with RunnableConfig.

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Spring AI 2.0 in Practice: Build a RAG Knowledge Base Q&A System in One Hour
Tutorials
·2 min

Spring AI 2.0 in Practice: Build a RAG Knowledge Base Q&A System in One Hour

Build a RAG enterprise knowledge base Q&A system from scratch using Spring AI 2.0 and Cursor AI. Covers Ollama local LLM deployment, Redis vector database, document parsing, vectorization, and intelligent retrieval.

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Java Developers Transitioning to AI/LLM: Essential Skills and Practical Guide for 2025
Tutorials
·2 min

Java Developers Transitioning to AI/LLM: Essential Skills and Practical Guide for 2025

How can Java developers transition to AI/LLM? This guide covers 10 core skills including Spring AI, LangChain4j, RAG, and DeepSeek API integration with practical tips.

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PaiAgent: A Lightweight AI Workflow Orchestration System Built with Vibe Coding
Product Reviews
·3 min

PaiAgent: A Lightweight AI Workflow Orchestration System Built with Vibe Coding

Deep dive into PaiAgent, a lightweight AI workflow orchestration system built with Spring AI and LangGraph4J. Explore its DAG engine design, differentiation from Dify/n8n, and Vibe Coding development insights.

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Java Developers Transitioning to AI: A Practical Path to a 50% Salary Increase When Switching Jobs
Tutorials
·4 min

Java Developers Transitioning to AI: A Practical Path to a 50% Salary Increase When Switching Jobs

Java+AI roles offer 30%-60% salary premiums in 2026. Learn how Java developers can master LLM skills, Spring AI, and AI tools to land higher-paying jobs.

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The Four Stages of AI Agent Evolution: A Complete Guide from Copilot to Multi-Agent Collaboration
Deep Dives
·4 min

The Four Stages of AI Agent Evolution: A Complete Guide from Copilot to Multi-Agent Collaboration

Deep dive into the four stages of AI Agent evolution: Chat, Copilot, Agent, and Agentic AI. Covers ReAct framework, Spring AI stack, and multi-Agent architecture design for 2025.

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From Copilot to Agentic AI: A Complete Guide to Multi-Agent Collaboration Architectures
Deep Dives
·4 min

From Copilot to Agentic AI: A Complete Guide to Multi-Agent Collaboration Architectures

Deep dive into AI's four-stage evolution from Chat to Agentic AI, covering multi-Agent architectures, ReAct framework, and MCP protocol for developers.

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A Practical Guide for Java Developers Transitioning to AI Agent Development: Technology Selection, Architecture Design & Resume Positioning
Tutorials
·4 min

A Practical Guide for Java Developers Transitioning to AI Agent Development: Technology Selection, Architecture Design & Resume Positioning

A systematic guide for Java developers entering AI Agent development, covering core concepts, Workflow vs. Agent architecture comparison, Spring AI Alibaba selection, and resume positioning strategies.

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