#SpringAI

OpenAI's Responses API unlocks better support for reasoning models, tool calling, and agentic workflows. The best part? Switching to it with Spring AI 2.1 takes just ONE configuration property! #SpringAI #Java #OpenAI #ResponsesAPI

73 Spring AI Recipes published—and plenty more on the way! Coming soon: Spring AI 2.1.0 features, Agentic GraphRAG, and even AI agents that DREAM! Explore the collection: #SpringAI #Java #AgenticAI

Speaking at #dev2next this morning! “Spring AI: There and Back Again” at 10:45 in Englewood. One Spring Boot app, four stops: ChatClient, tools, MCP and agents. 🧙 Code: #SpringAI #Java

Spring AI’s ToolSearchTool lets an LLM discover the tools it needs on demand instead of carrying the whole toolbox in every prompt. This Spring AI Recipe shows how it works. #SpringAI #Java #AgenticAI

Run System One models locally with Spring AI! In this recipe, see how Nimble and Laya deliver fast, focused AI judgments without a general-purpose LLM. #SpringAI #Java #SystemOne #LocalAI #Ollama #Nimble #Laya

Give your Spring AI application a ChatGPT-like web interface with surprisingly little code! AG-UI and CopilotKit make it easy to connect Spring AI to a polished React chat UI. #SpringAI #Java #AGUI #CopilotKit

Local models, frontier models, with #SpringAI, change a couple properties, done. #SpringOfficeHours #SpringAI #Java

LLM-as-a-Judge is powerful, but what if you don’t need another LLM? Use a System One model to fact-check AI responses with focused, typed judgments at lower cost and latency. #SpringAI #Java #SystemOne #AIEvaluation #Jev

Retrieval found the documents. But are they really the best documents to put in your prompt? In this Spring AI Recipe, we apply reranking to ensure the most relevant context. #SpringAI #Java #RAG #Reranking #GenerativeAI

I built a zero-configuration #SpringBoot starter that brings AGENTS.md support to #SpringAI applications. #Java #AgentsMD #AI

Spring AI 2.0.0 is almost here. To prepare, I've updated all Spring AI Recipes and code samples to Spring AI 2.0.0-RC2. Recipes: Code: #SpringAI #Java #GenAI

Upgrading AI agents from basic session history to permanent semantic memory. Check out my latest blog post on Building Long-Term Memory for AI Agents. #SpringAI #Java #Redis #AIAgents #Semantic #LongTermMemory

Want to run Spring AI against a local LLM? This recipe shows how to use open-weight models with LM Studio, Docker Model Runner, and Ollama, with surprisingly few changes to your app. 🔗 #SpringAI #Java #LocalLLM #GenAI

Is your RAG application stuck in the slow lane? 🏎️ I put 5 embedding options to the test with Spring AI. The fastest was over 300x quicker than OpenAI's API! See the results and how to make the switch. #SpringAI #RAG #Embeddings #Java

What happens when you combine Spring AI, AG-UI, CopilotKit, and MCP Apps? You get a web-based AI chat client that can render rich, interactive UIs directly from MCP servers! #SpringAI #MCPApps #AGUI #Java

Spring AI 2.1.0-M1 is out 🍃 🧩 Message parts: ordered text, reasoning, tool calls & media 🤖 OpenAI Responses API: reasoning + tool calling on GPT-5.4+ 📥 VectorStore.upsert() for pre-computed embeddings Feedback welcome: #SpringAI #Java

How local can a local LLM get? With ModelJars and Models, you can skip the model server entirely and run inference inside the same JVM as your Spring AI application. See how in this Spring AI Recipe! #SpringAI #Java #LocalLLM #GenerativeAI #ModelJars

MCP tools are great at giving AI agents answers, but those answers don’t have to be plain text. With MCP Apps, your Spring AI MCP server can deliver rich, interactive user interfaces right alongside its tool results. #SpringAI #MCP #MCPApps #Java

Spring AI 2.1.0-M1 is out 🧩 Message parts: ordered text, reasoning, tool calls & media 🤖 OpenAI Responses API: reasoning + tool calling on GPT-5.4+ 📥 VectorStore.upsert() for pre-computed embeddings Feedback welcome 👇 #SpringAI #Java #AI

AI Agent → MCP Client → MCP Server → Tool → External API This architecture makes AI integrations more modular and reusable. In my latest article, I break down how to build MCP Clients and Servers with Spring AI + Java. #Java #SpringAI #MCP