spring ai
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Enterprise Java
Spring AI 2.0 + MCP: Building a Tool-Calling Agent in 50 Lines
Spring AI 2.0-M6, shipped May 8, 2026, is the milestone where building an MCP tool-calling agent in Java stops feeling…
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Enterprise Java
Spring AI Explainable Agents: Capture LLM Tool Call Reasoning
Explainable AI agents aim to make the decision-making process of large language models (LLMs) transparent, especially when tools are invoked…
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Enterprise Java
MCP for Backend Developers: Build Your First Server
The Model Context Protocol is quickly becoming the de-facto standard for AI tool integration ā and the official Java SDK…
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Enterprise Java
Spring AI: Testing MCP Tools
Testing Model Context Protocol (MCP) tools in Spring AI is essential to ensure that tools are correctly registered, discoverable, and…
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Enterprise Java
MCP for Java Developers: A Practical Tutorial With Spring AI and the MCP Java SDK
The Model Context Protocol finally gives Java a universal plug for AI. Here is how to wire up your first…
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Enterprise Java
Spring AI Guide to MCP Elicitations
As AI systems become more interactive, handling incomplete or ambiguous user input becomes critical for building reliable applications. MCP elicitations…
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Enterprise Java
A Guide to Using Recursive Advisors in Spring AI
AI applications often require iterative interactions with language models to refine outputs, execute tools, or validate responses. Instead of manually…
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Enterprise Java
Spring AI 1.1 and theModel Context Protocol:Building Production AI AgentsWithout theĀ Python Tax
Spring AI 1.0 shipped in May 2025. The 1.1 follow-up added full MCP integration, 20+ AI model backends, and a…
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Enterprise Java
Spring Boot 4, Spring AI, andĀ AI-First JavaĀ Development
Jakarta EE 11, built-in API versioning, full modularisation, and LLM integration are all here now. Not on a roadmap ā…
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