Official X account for Spring AI from @SpringCentral
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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: spring.io/blog/2026/09/25/sp…
#SpringAI #Java
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Here is a model router using Spring AI and the new TypeSafe AI Starter from the Spring AI Community
github.com/danvega/spring-ai…
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Spring AI and TypeSafe Jev: Fast, Cheap, Structured Decisions
spring.io/blog/2026/09/21/sp…
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Java SDK + #SpringAI integrations for @typesafeai 's Jev.
Not a chat model! Send it a state and typed questions, get numbers back with a confidence, in ~300 ms.
Judge, self-refine + guardrail advisors, RAG triage, tool selection and more.
spring.io/blog/2026/09/21/sp…
Made with AI
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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!
medium.com/@thetalkingapp/sp…
#SpringAI #Java #LocalLLM #GenerativeAI #ModelJars
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Spring AI retweeted
🚀 This week in Spring: multitenancy with Spring Security + OAuth, fresh Spring AI agent patterns, ReAct and graph-based workflows, privacy guardrails, null-safety with JSpecify, and more. If you’re building with Spring, you’ll want this roundup. 👇 spring.io/blog/2026/08/18/th…
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Graph-based workflows give you explicit control over how an agent moves from one task to the next. In this recipe, see how to build graph-based workflows with LangGraph4j and Spring AI.
medium.com/@thetalkingapp/sp…
#SpringAI #LangGraph4j #AgenticAI #Java
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Embabel 1.0.0 is GA!!
github.com/embabel/embabel-a…
Thanks in particular to @igordayen and @aheifetz for leading the charge, and to our many community contributors. Open source rocks!
Come see just how nice AI on the JVM can be.
@java @springcentral
medium.com/@igor.dayen/embab…
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Spring AI 2.0 brought a lot of new features. So, I thought of starting a new series of articles. The first one is published.
Spring AI : Chat with LLMs
sivalabs.in/blog/spring-ai-c…
#Java #SpringBoot @SpringAICentral
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New blog post alert 🚨
Today, the Embabel went GA. Please check out my new series:
"Building AI Agents with Embabel, @SpringAICentral and Amazon Bedrock AgentCore – Part 1 Introduction to the series".
vkazulkin.com/building-ai-ag…
@java @springboot @springcentral #mcp #agenticai #aws
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Keep your AI's memory alive across restarts. Learn how to persist Spring AI chat memory with JDBC and PostgreSQL so conversations survive and can be shared across application instances.
medium.com/@thetalkingapp/sp…
#SpringAI #SpringBoot #Java #PostgreSQL #JDBC #LLM #GenAI
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Can you use Java for AI? Yes. And if you're building AI into real applications instead of training models, it might be the better choice.
The training era belonged to Python. The integration era looks a lot like the JVM.
danvega.dev/blog/can-you-use…
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New blog post alert 🚨
"Building AI Agents with Spring AI and Amazon Bedrock AgentCore – Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime".
@java #AWS @springboot #agenticai #mcp @SpringAICentral
vkazulkin.com/building-ai-ag…
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A system prompt can ask an AI to stay within certain boundaries, but it can't enforce them. In this recipe, you'll learn how Spring AI's SafeGuardAdvisor stops forbidden prompts before they ever reach the LLM.
medium.com/@thetalkingapp/sp…
#SpringAI #Java #LLM #Guardrails
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New blog post alert 🚨
"Building AI Agents with @SpringAICentral and Amazon Bedrock AgentCore – Part 7 Use Spring AI AgentCore short-term Memory for MCP client on AgentCore Runtime"
@java @springboot #mcp #agentcore #agenticai #genai @springframework
vkazulkin.com/building-ai-ag…
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Updated the content of my article "Building AI Agents with Spring AI and Amazon Bedrock AgentCore – Part 3 Develop local MCP client" and the example application to @SpringAICentral 2.0 and @springboot 4.1.
#AWS @java #mcp #agenticai #genai
vkazulkin.com/building-ai-ag…
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Portable across every Spring AI-supported provider. Defaults unchanged, so existing code keeps working.
Full blog ↓
spring.io/blog/2026/06/23/sp…
#SpringAI #Java #LLM @SpringAICentral
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LLMs are text-in, text-out.
Enterprise software is structured-in, structured-out.
#SpringAI bridges that gap — and 2.0 makes it self-correcting.
spring.io/blog/2026/06/23/sp…
🧵
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Join me in Denver next month to learn about Spring AI, MCP, and Bedrock!
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Talking to an AI application feels surprisingly natural, until it answers with a wall of text. In this recipe, you’ll enable your Spring AI application to speak its responses aloud.
medium.com/@thetalkingapp/sp…
#SpringAI #Java #SpringBoot #OpenAI #VoiceAI #TextToSpeech
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