Spring AI
@spring-ai.bsky.social
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.
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 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.io
🚀 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.io
🎉 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.io
🚀 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.io
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.io
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.io
🚀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.io
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.io
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.
spring.io
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 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.
spring.io
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
#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
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
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 ...
mng.bz
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...
🤖⚖️ 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...
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
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
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-...
🎉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...
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...
🤖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
youtu.be
🤖 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...
🎉 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.
spring.io
#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 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.io
🚀 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.io
