Your Spring AI app can now write AND execute Python code in the cloud!

In this recipe, we use OpenAI's hosted Code Interpreter (and even peek at the Python it generated!)

medium.com/@thetalkingapp…

#SpringAI #OpenAI #CodeInterpreter #HostedTools #Python

A nice post, “Spring AI 2.1 Message Parts: Reasoning That Survives the Round Trip” from new team member Dimitar Proynov

spring.io/blog/2026/10/2…

Spring AI 2.1.0-RC1 and 2.0.2 are available now. Spring AI 2.1.0-RC1 includes session memory, tool call confirmation, Qxotic jinfer support , enhancements and bug fixes. More on this here: spring.io/blog/2026/10/2…

Spring AI Advisers explained at @Devoxx by Timo

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.

medium.com/@thetalkingapp…

#SpringAI #Java #SystemOne #LocalAI #Ollama #Nimble #Laya

Next full room at Timo Salms lunch break session on SpringAI
@Devoxx @SpringAICentral @salmto

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/2026/09/2…

#SpringAI #Java

Here is a model router using Spring AI and the new TypeSafe AI Starter from the Spring AI Community

github.com/danvega/spring…

Spring AI and TypeSafe Jev: Fast, Cheap, Structured Decisions

spring.io/blog/2026/09/2…

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/2026/09/2…

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…

#SpringAI #Java #LocalLLM #GenerativeAI #ModelJars

🚀 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/2026/08/1…

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…

#SpringAI #LangGraph4j #AgenticAI #Java

Embabel 1.0.0 is GA!!

github.com/embabel/embabe…

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/em…

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…

#Java #SpringBoot @SpringAICentral

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

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…

#SpringAI #SpringBoot #Java #PostgreSQL #JDBC #LLM #GenAI

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-u…

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…

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…

#SpringAI #Java #LLM #Guardrails