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Java Architecture Diary

May 21, 2025 · Artificial Intelligence

Spring AI 1.0 Launch: Production‑Ready Java AI Framework Unveiled

Spring AI 1.0, the first production‑grade Java AI framework, introduces ready‑to‑use APIs, seamless model integration, enterprise‑level RAG engine, smart tool calling, and three development modes, empowering developers to rapidly build, customize, and fully control AI applications with major model providers like OpenAI, Anthropic, DeepSeek.

AI FrameworkDeepSeekJava AI

0 likes · 13 min read

Spring AI 1.0 Launch: Production‑Ready Java AI Framework Unveiled

Java Captain

Apr 17, 2025 · Artificial Intelligence

Demonstrating the Full Lifecycle of Model Context Protocol (MCP) with Tool Calls

This article explains how the Model Context Protocol (MCP) enables large language models to retrieve up‑to‑date external information through standardized tool calls, illustrating the complete end‑to‑end workflow with Python code for the MCP server, client, and host, and discussing its advantages for building AI agents.

AI AgentLLMMCP

0 likes · 21 min read

Demonstrating the Full Lifecycle of Model Context Protocol (MCP) with Tool Calls

Rare Earth Juejin Tech Community

Apr 5, 2025 · Artificial Intelligence

Using Spring AI’s MCP Protocol: From Tool Calling to Server‑Client Integration

This article explains the evolution from Spring AI FunctionCall to the newer ToolCalling, introduces the Model Context Protocol (MCP), and provides step‑by‑step code examples for building MCP servers and clients in Java, demonstrating how to integrate large language models with backend services.

AI integrationJavaMCP

0 likes · 13 min read

Using Spring AI’s MCP Protocol: From Tool Calling to Server‑Client Integration

Spring Full-Stack Practical Cases

Apr 1, 2025 · Backend Development

Boost Spring AI with Tool Calls: Real‑World Spring Boot 3 Examples

This article explains how Spring AI's tool‑calling feature extends large language models by integrating custom Java tools for information retrieval and operations, and provides step‑by‑step Spring Boot 3 examples—including date‑time and weather tools—complete with configuration, code snippets, and execution results.

AI integrationJavaSpring AI

0 likes · 9 min read

Boost Spring AI with Tool Calls: Real‑World Spring Boot 3 Examples

Tencent Cloud Developer

Mar 26, 2025 · Artificial Intelligence

Introduction to Anthropic's Model Context Protocol (MCP) with Example Implementations

The article presents Anthropic’s open‑source Model Context Protocol (MCP) – a client‑server framework that standardizes how large language models securely access resources, prompts, and tools (the “HTTP of AI”) – and demonstrates its use through a hot‑fix scraper and a dynamic chatbot that discovers and invokes tools via JSON‑formatted calls.

AI protocolsLLM integrationMCP

0 likes · 15 min read

Introduction to Anthropic's Model Context Protocol (MCP) with Example Implementations

Sohu Tech Products

Mar 19, 2025 · Artificial Intelligence

Debugging MCP Service Registration Issues in Cursor IDE

The article details how the author discovered a bug in Cursor’s closed‑source IDE where correctly registered MCP services, such as a weather query tool, are omitted from the LLM’s tool list, preventing calls, and explains the debugging steps that compared Cursor with the open‑source Cline implementation to pinpoint the registration flaw.

AI DebuggingCursorLLM integration

0 likes · 12 min read

Debugging MCP Service Registration Issues in Cursor IDE

DataFunSummit

Jul 27, 2024 · Artificial Intelligence

Introducing ModelScope-Agent: An Open‑Source Multi‑Modal Multi‑Agent System

This article presents ModelScope‑Agent, an open‑source multi‑modal multi‑agent framework built on the ModelScope community, explains its underlying agent concepts, outlines its architecture and key features, showcases several real‑world applications such as ModelScope GPT, Story‑Agent and Facechain‑Agent, and includes a detailed Q&A on future directions and challenges.

Artificial IntelligenceModelScope-AgentTool Calling

0 likes · 15 min read

Introducing ModelScope-Agent: An Open‑Source Multi‑Modal Multi‑Agent System