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Spring AI

@spring-ai.bsky.social

198 followers 5 following 28 posts

An Application Framework for AI Engineering. Spring AI addresses the fundamental challenge of AI integration: Connecting your enterprise Data and APIs with the AI Models.

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Spring AI @spring-ai.bsky.social · 25/09/2026

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... #SpringAI #Java

Spring AI @spring-ai.bsky.social · 21/08/2026

Spring AI 2.0.1 is live 🎉 First maintenance release since 2.0 GA - 80+ issues/PRs, 7 CVEs, and some frequently-requested features landed: configurable tool call limits, OpenAI audio streaming, Google GenAI image generation, and a big round of streaming/tool-calling fixes. spring.io/blog/2026/08...

Spring AI @spring-ai.bsky.social · 12/06/2026

🚀 Spring AI 2.0.0 GA is now available! 🏗️ Improved foundations: Spring Boot 4 baseline, null-safety, Jackson 3, re-designed options 🤖 Agentic improvements: unified tool calling, tool search, self-correcting output 🔌 MCP 2025-11-25 spec integration spring.io/blog/2026/06...

Spring AI 2.0.0 GA Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 09/06/2026

🚀 Spring AI 2.0.0-RC2 is out and one more step to GA! ✅Configurable HTTP clients for OpenAI & Anthropic ✅ Restored Spring Framework < 7.0.4 compatibility ✅ Multi-turn thinking fixed for Ollama & OpenAI, bug fixes and more on spring.io/blog/2026/06...

Spring AI 2.0.0-RC2 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 06/06/2026

🎉 Spring AI 2.0.0-RC1 is now on Maven Central! Highlights: 🔧 Unified tool execution via ToolCallingAdvisor 🔍 On-demand tool discovery with ToolSearchToolCallingAdvisor 📦 MCP SDK upgraded to 2.0.0-RC1 and more details on spring.io/blog/2026/06...

Spring AI 2.0.0-RC1 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 27/05/2026

🚀 Spring AI 2.0.0-M8 is out! This milestone brings improved Mistral AI Jackson mapping, and key bug fixes — including the OpenAI API no auth key and transitive auto-configuration dependency issues. More details on: spring.io/blog/2026/05...

Spring AI 2.0.0-M8 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 23/05/2026

Spring AI 1.0.8, 1.1.7, and 2.0.0-M7 are out now! 🚀 2.0.0-M7 highlights: 🔧 ToolCallAdvisor is now the default ✨ New ToolSpec fluent API along with important improvements, stability enhancements, and bug fixes on 1.1.7 and 1.0.8: spring.io/blog/2026/05...

Spring AI 1.0.8, 1.1.7, 2.0.0-M7 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 08/05/2026

Spring AI 1.0.7, 1.1.6, and 2.0.0-M6 are out! 🚀 These releases include improvements, bug fixes, and documentation updates. More details on this here: spring.io/blog/2026/05...

Spring AI 1.0.7, 1.1.6, 2.0.0-M6 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 27/04/2026

🚀Spring AI 2.0.0-M5 is out. What's new: the existing spring-ai-openai module now uses the official OpenAI Java SDK, Anthropic native web search + thinking display, other enhancements and bug fixes: spring.io/blog/2026/04...

Spring AI 1.0.6, 1.1.5, 2.0.0-M5 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 26/03/2026

Spring AI 2.0.0-M4, 1.1.4 & 1.0.5 are now available on Maven Central! ✅ With improvements, bug fixes & docs updates Big thanks to all contributors! 🙌 👉 spring.io/blog/2026/03...

Spring AI 2.0.0-M4, 1.1.4 and 1.0.5 are available now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 17/03/2026

Spring AI 2.0.0-M3, 1.1.3 and 1.0.4 are released. 2.0 M3 brings Anthropic SDK, MCP enhancements, Jackson 3 updates, Vector Stores, ToolCallAdvisor and security improvements Find more on the releases here: spring.io/blog/2026/03...

Spring AI 2.0.0-M3, 1.1.3 and 1.0.4 Available Now

Level up your Java code and explore what Spring can do for you.

Reposted by Spring AI

Sébastien Deleuze @seb.deleuze.fr · 02/02/2026

Excited to share that as of today, I am joining the Spring AI team (@spring-ai.bsky.social) to work on Spring AI 2.0 and future versions. I will continue to be part of the Spring Framework team and will split my time between the 2 projects. #spring #ai #java

Spring AI @spring-ai.bsky.social · 06/02/2026

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Spring AI @spring-ai.bsky.social · 25/01/2026

🚀 Spring AI 2.0.0-M2 is here! ✨ Highlights: - Anthropic Custom Skills support, - Null-safe API with JSpecify, - New vector stores: S3, Infinispan, Bedrock KB, - Redis Semantic Cache, - Structured outputs for Mistral AI & Ollama, - MCP SDK 0.17.2 and bug fixes spring.io/blog/2026/01...

Spring AI 2.0.0-M2 Available Now

Level up your Java code and explore what Spring can do for you.

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 20/01/2026

If AI agent drops steps on complex tasks, add TodoWriteTool-a #SpringAI tool that enables LLMs to create, track, and update task lists during execution. It transforms implicit planning into explicit, trackable workflows. 📖Blog: spring.io/blog/2026/01... #Java #AI

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 15/01/2026

#SpringAI AskUserQuestionTool - AI agents that ask clarifying questions before answering, gather requirements interactively, and create a specification aligned with your actual needs 📖Blog: spring.io/blog/2026/01... #AI #Java #Agent @spring-ai.bsky.social

Reposted by Spring AI

Model Context Protocol (MCP) @mcp-community.bsky.social · 04/10/2025

Great to see the "really really popular" MCP Java SDK get a shoutout from MCP co-creator David Soria Parra during the #MCPDevSummit keynote. Kudos to Christian Tzolov (@tzolov.bsky.social), @dsp_, and the whole community for building something special together! #MCP #Java #OpenSource

Reposted by Spring AI

CrAIg Walls @habuma.com · 26/11/2025

To learn how Spring AI can help you with that, check out my book. Follow this link for 50% off (thru 11/27): mng.bz/9oQq

Spring AI in Action - Craig Walls

Use Spring AI to add generative AI features like virtual assistants, text summaries, and suggestions to your Java applications. No matter what kind of software you’re building, there’s a huge demand ...

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 04/11/2025

Self-Improving AI Agents with #SpringAI Recursive Advisors - enabling iterative AI workflows that can loop, validate and retry until goals are achieved Think of observable tool calling, evaluations, validation... agentic loops. Find more: spring.io/blog/2025/11...

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 10/11/2025

🤖⚖️ LLM-as-a-Judge with #SpringAI Evaluating LLM output is challenging. Traditional metrics fall short, and human evaluation doesn't scale. LLM-as-a-Judge uses LLMs to evaluate AI-generated content, matching human judgment 📖 spring.io/blog/2025/11... 🛠️ github.com/spring-proje...

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 25/11/2025

JSON is the go-to format for LLM tool responses, but alternatives like TOON, XML, CSV, YAML can potentially improve token efficiency and performance. Find how to configure #SpringAI tool responses formats and optimize for your use case: spring.io/blog/2025/11... @spring-ai.bsky.social

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 13/01/2026

Bringing Agent Skills to Java and #SpringAI 🚀 Modular, reusable capabilities for your AI agents -discovered at startup, loaded on demand. Portable across any LLM. Inspired by & compatible with Claude Code Skills. Part 1 of the Agentic Patterns series: spring.io/blog/2026/01... @spring-ai.bsky.social

Reposted by Spring AI

Thomas Vitale ☀️ @thomasvitale.com · 17/12/2025

Prepare your documents for RAG and GenAI applications using Docling Java and Spring AI 🍃 Learn to build a Retrieval Augmented Generation system in Java using Spring AI and Docling for advanced, privacy-focused document processing. www.thomasvitale.com/rag-docling-...

🍃 Docling Java & Spring AI 📄

Prepare your documents for RAG and GenAI applications
using Docling Java and Spring AI.

Code example: https://raw.githubusercontent.com/arconia-io/arconia-examples/refs/heads/main/arconia-docling/retrieval-augmented-generation/src/main/java/io/arconia/demo/DoclingRagApplication.java

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 30/12/2025

🎉As 2025 comes to a close, I'm taking a moment to reflect on an extraordinary year of innovation with Spring AI - From MCP integration to agents, explainable AI, token optimization, ... Read the full story 👇 www.linkedin.com/pulse/2025-y...

Reposted by Spring AI

Thomas Vitale ☀️ @thomasvitale.com · 05/01/2026

The Java Champions Conference will take place online and it’s free to attend. I’ll be presenting about Modular RAG Architectures with Java and Spring AI. ☕️ Conference: jchampionsconf.com 📹 YouTube: www.youtube.com/@JChampionsC... 🎟️ Free Tickets: www.eventbrite.com/e/jchampions...

I am speaking about:
Modular RAG Architectures with Java and Spring AI

Thomas Vitale
Software Architect - Author of "Cloud
Native Spring in Action" - OSS
Contributor

2026-01-22
15:00-16:00 CET | 09:00-10:00
EST

jChampions Conference
https://jchampionsconf.com/

Reposted by Spring AI

Dan Vega @danvega.dev · 12/01/2026

🤖Spring AI 2.0 M1 is here which is now built on Spring Boot 4 and Spring Framework 7. New in this release: - Redis chat memory (persists across restarts) - Anthropic citations + skills API - Official OpenAI SDK - Google GenAI & Gemini Enhancements youtu.be/daPwd4DnEfA

Spring AI 2.0 M1 is Here! Everything New with Spring Boot 4 Integration

YouTube video by Dan Vega

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 23/12/2025

🤖 Building AI agents? You can capture WHY the LLM makes decisions—not just what it decides. #SpringAI's Tool Argument Augmenter captures LLM reasoning alongside tool calls—useful for building memory-enhanced agents. No tool modifications needed! 📖 spring.io/blog/2025/12...

Spring AI @spring-ai.bsky.social · 11/12/2025

🎉 Exciting news! Spring AI 2.0.0-M1 is out! First milestone of the 2.x series with Spring Boot 4 & Framework 7, upgraded integrations (OpenAI, Google GenAI & Anthropic), Redis chat memory, vector store improvements, MCP updates & more! spring.io/blog/2025/12...

Spring AI 2.0.0-M1 Available Now

Level up your Java code and explore what Spring can do for you.

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 11/12/2025

#SpringAI Tool Search Tool - Build smarter AI apps that discover tools when they need them 📖 Blog: spring.io/blog/2025/12... 🔗 GitHub: github.com/spring-ai-community/spring-ai-tool-search-tool ✅ On-demand tool discovery ✅ Multiple LLMs ✅ 34-64% token savings @spring-ai.bsky.social

Spring AI @spring-ai.bsky.social · 05/12/2025

🚀 Spring AI 1.1.1 is out! Includes OpenAI Java SDK integration, native chat client structured output support, Claude Skills API integration, Google Gemini integration improvements, MCP improvements, other bug fixes and enhancements: spring.io/blog/2025/12...

Spring AI 1.1.1 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 12/11/2025

🚀 Exciting news: Spring AI 1.1.0 GA is here! A major update with enhanced MCP support, prompt caching, model integrations, advanced AI advisors, vector stores, chat memory, observability enhancements, and 850+ improvements, bug fixes, and updates. 👉 spring.io/blog/2025/11...

Spring AI 1.1 GA Released

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 09/11/2025

🚀Excited to share Spring AI 1.1.0-RC1 is available now. This includes OpenAI reasoning support, MongoDB chat memory, Ollama “thinking” mode, event-driven caching updates for MCP tools, bug fixes and other enhancements. Try it out as we get closer to GA -> spring.io/blog/2025/11...

Spring AI 1.1.0-RC1 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 03/11/2025

🚀 Spring AI 1.1.0-M4 is here: 🧠 MCP Java SDK update to 0.15.0 🔁 Recursive Advisor Execution allowing multi-step AI workflows 📚 Anthropic Citations API ⚡ AWS Bedrock Prompt Caching 🗄️ Oracle ChatMemory Support, bug fixes and improvements. Dive in 👉 spring.io/blog/2025/11...

Spring AI 1.1.0-M4 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 29/10/2025

🚀 Spring AI team is excited to announce Spring AI Agents & Spring AI Bench: - Spring AI Agents: a consistent interface for invoking autonomous CLI-based agents. - Spring AI Bench: open benchmarking suite for Java-centric AI developer agents. spring.io/blog/2025/10...

Introducing Spring AI Agents and Spring AI Bench

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 07/10/2025

🚀 Excited to share that Spring AI now has its own community-driven GitHub org! A dedicated hub where the community can incubate projects, contribute integrations, and shape the future of AI using #SpringAI. Explore & get involved 👉 spring.io/blog/2025/10...

Introducing the Spring AI Community GitHub Organization

Level up your Java code and explore what Spring can do for you.

Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 04/10/2025

At the MCP Dev Summit keynote, David Soria Parra (MCP co-creator) called out the MCP Java SDK - "really really popular"! Grateful to be part of it. Shoutout to @thedsp.bsky.social and the #MCP & @spring-ai.bsky.social communities for building something special together! 💚

Spring AI @spring-ai.bsky.social · 06/10/2025

🚀 Spring AI 1.1.0-M3 is live! Packed with #MCP enhancements, resource template management, improved security documentation, Azure Cosmos DB Chat Memory, Anthropic Prompt Caching, Mistral AI improvements. More on this blog: spring.io/blog/2025/10...

Spring AI 1.1.0-M3 Available Now

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 01/10/2025

🚀 Spring AI 1.0.3 is here! Packed with 27 enhancements, stability fixes, and improved docs. Highlights: Streaming & ToolCalling, AOT compilation, developer experience improvements. More details on this blog: spring.io/blog/2025/10...

Spring AI 1.0.3 Available Now

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Spring AI @spring-ai.bsky.social · 23/09/2025

Spring AI 1.1.0-M2 released! • Enhanced MCP support (Java SDK v0.13.1) • Google GenAI integration enhancements • ZhipuAI integration improvements • Mistral OCR API integration • Anthropic cache management • API consistency, improvements & bug fixes More details here: spring.io/blog/2025/09...

Spring AI 1.1.0-M2 Available Now: Enhanced Model Context Protocol Support

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 17/09/2025

🌟Spring AI 1.0.2 is out now! Packed with stability improvements & fixes — including GPT-5 support, MariaDB vector similarity, Kotlin data class schema, better null safety, and updated docs. 🔧📚 Check out the full release 👉 spring.io/blog/2025/09... #SpringAI #Java #GenerativeAI

Spring AI 1.0.2 Available Now

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Reposted by Spring AI

Christian Tzolov @tzolov.bsky.social · 16/09/2025

Connect Your #AI to Everything with #SpringAI's new #MCP Boot Starters and Java Annotations. This intro blog demonstrates building both MCP Servers and Clients, showcasing basic and advanced MCP features 👉 spring.io/blog/2025/09... @spring-ai.bsky.social

Connect Your AI to Everything: Spring AI's MCP Boot Starters

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 09/09/2025

Spring AI 1.1.0-M1 is here! Featuring: • Comprehensive MCP integration including the support for Streamable HTTP client & server transports • New MCP annotations framework • Google GenAI SDK integration • Anthropic Claude prompt caching and more spring.io/blog/2025/09...

Spring AI @spring-ai.bsky.social · 20/05/2025

We’re excited to announce the general availability of Spring AI 1.0 GA! 🎉 A big thank you to everyone who contributed to making this release possible. 📢 Check out the release blog: spring.io/blog/2025/05...

Spring AI @spring-ai.bsky.social · 24/12/2024

Spring AI 1.0.0-M5 is out! 🥳 Lots of new features and improvements: Modular RAG, Kotlin support, Multimodality, MCP, new Models and Vector Stores ...

Spring AI 1.0.0 M5 Release

Level up your Java code and explore what Spring can do for you.

Spring AI @spring-ai.bsky.social · 24/11/2024

SpringAI 1.0.0-M4 Release - Amazon Bedrock Converse API integration - Tool/Function Calling: turn any java.util.Function & Java Method into a function callback endpoint; Added support for TooContext function parameter - Advanced and Modular RAG (preview) - Kotlin support ...

Spring AI 1.0.0 M4 Release

Level up your Java code and explore what Spring can do for you.