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Recent posts tagged spring-ai

Description for Tag: "spring-ai"

Integration of AI tools and frameworks within Spring-based applications.
Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
Posted in AI group
bsorrentino 1 • Apr 30 • in Articles • 8 min read
Skill-Based Sub-Agents with LangGraph4j and Spring AI
Combine Tools & Skill to create Agent Modern agentic systems usually expose two strong but separate abstractions: Tools, which give an LLM executable capabilities Skills, which package reusable instructions for a narrow task This article shows ...
post-cover-16271
  • aiagents
  • java
  • langgraph
  • spring-ai
4 Reactions 4 Comments
David Lopez Felguera • Sep 22, 2025 • in Articles • 8 min read
Designing APIs for the AI Era with Spring AI and MCP
As backend developers, we've been building robust REST APIs for years. We design them to be consumed by our UIs, mobile apps, or other microservices. It's a paradigm we've mastered. But what if I told you that with minimal effort, that same API could...
  • springboot
  • spring-ai
  • mcp
5 Reactions 2 Comments
Mandeep Dhakal • Jul 30, 2025 • in Articles • 2 min read
Power Up Java with AI: Integrate LLaMA 3 Using Spring Boot
In today’s world of artificial intelligence, creating a personal AI assistant has become surprisingly accessible thanks to various LLM models. With Spring Boot and open-source AI models, we can build a conversational AI within Java applications. Let’...
  • java
  • ai
  • spring-ai
  • llama
2 Reactions 2 Comments
Jennifer Reif • Sep 22, 2024 • in Articles • 6 min read
Learn how to write GenAI applications with Java using the Spring AI framework and utilize RAG for improving answers.
Generative AI GenAI is currently a hot topic in the tech world. Retrieval-Augmented Generation RAG is a technique that enhances the accuracy and reliability of generative AI models by grounding them in external knowledge sources. In this blog post, ...
post-cover-393
  • generative-ai
  • rag
  • spring-ai
  • neo4j
  • vector
5 Reactions 2 Comments
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