tzolov.bsky.social - Profile | ThreadSky | a Reddit-style client for Bluesky

Speaking at @springio.net on May 23 about building Agentic systems with LLMs, Tools & MCP! Details: 2025.springio.net/sessions/fro...

submitted 19 days ago • 0 comments

Spring AI 1.0.0-RC1 and MCP Java SDK 0.10.0 just released! 🚀 Check release notes: - Spring AI: spring.io/blog/2025/05/13/spring-ai-1-0-0-RC1-released - MCP Java SDK: github.com/modelcontextprotocol/java-sdk/releases/tag/v0.10.0 #SpringAI #MCP

submitted 24 days ago • 0 comments

Honored to be speaking at #GOSIM AI 2025 in Paris! My talk, "Unifying AI Integration with Model Context Protocol", explores how #MCP can streamline AI model interoperability across platforms: paris2025.gosim.org/schedule/uni... @gosimfoundation @SpringAICentral

submitted 31 days ago • 0 comments

#SpringAI supports dynamic tool updates via #MCP! Add, remove & modify tools at runtime without restarting your app or server. Build adaptive AI systems that evolve with your needs. 📘 Blog: spring.io/blog/2025/05... 💻 Code: github.com/spring-proje...

submitted 33 days ago • 2 comments

Just released a 100% Java GitHub #MCP using #SpringAI @ github.com/stephanj/Git... You can now chat with your GitHub projects, search project files, commits etc. #Enjoy

submitted 56 days ago • 1 comment

Building AI Agents with Model Context Protocol (MCP) - my @amsterdam.voxxeddays.com talk about how #SpringAI - #MCP standardizes tool integration, resource management, and prompt handling for building AI apps and agents youtu.be/oSGVQIZxi7s

submitted 52 days ago • 1 comment

Prompt Engineering in Java: #SpringAI turns Google's Prompt Engineering Guide into code. Implements zero-shot, few-shot, chain-of-thought & more in our new blog post: spring.io/blog/2025/04... #Java #PromptEngineering #SpringAI

submitted 53 days ago • 0 comments

🚀 MCP Java SDK 0.9.0 is now available! 📷 Enhanced structured logging & sampling support 📷 Bug fixes, DevEx improvements 📷 Integrated inside #SpringAI M7 Find more: github.com/modelcontext... #MCP #Java #ModelContextProtocol #Spring

submitted 56 days ago • 0 comments

Just finished upgrading some AWS + Spring AI + MCP samples from Spring AI M6 to the new M7. Pretty straightforward but if you need a reference, check out the samples: github.com/aws-samples/...

submitted 57 days ago • 0 comments

Great article by @jamesward.com on defining AI agent tools with simple annotations, connecting to external systems, and deploying on #AWS easily. #SpringAI #MCP components integrate with Amazon Bedrock for powerful AI applications. community.aws/content/2v8A...

submitted 66 days ago • 0 comments

Join me at @amsterdam.voxxeddays.com to explore the LLMs to Agents journey with #MCP Java SDK and #SpringAI amsterdam.voxxeddays.com/talk?id=19305

submitted 67 days ago • 2 comments

🚀 The MCP Java SDK core module provides default STDIO & SSE client/server transports - no external web frameworks needed! Build MCP clients/servers in plain Java with both Async (Reactor) & Sync APIs. Spring support is optional. 🔗 Minimal deps: central.sonatype.com/artifact/io....

submitted 68 days ago • 0 comments

MCP Java SDK 0.8.0 is now available! ✨ New session-based server architecture for concurrent connections 🧠 Sampling support for AI model interactions 📦 OSGi metadata generation support ⚠️ Migration guide: shorturl.at/0SzQJ #MCP #Java #ModelContextProtocol

submitted 77 days ago • 2 comments

As founder of #MCP Java SDK and co-lead for #SpringAI, bringing these technologies together has been exciting. I'm grateful to @jetbrains.com for the highlight! Big thanks to the Spring community and @thedsp.bsky.social for the amazing support! Can't wait to see what developers build! 🚀

submitted 91 days ago • 1 comment

Full house in @tzolov.bsky.social's talk on Spring AI agents.

submitted 94 days ago • 1 comment

What a great audience at our workshop "Building Smart Agents with MCP and Spring AI!" The best part? That wow moment when everyone realizes just how easy it is to build powerful AI agents with Spring AI #TalentArena2025 @tzolov.bsky.social

submitted 94 days ago • 0 comments

Next Tues, @sergialmar and I will walk you through "Building Smart Agents with Model Context Protocol (MCP) and Spring AI"

submitted 99 days ago • 0 comments

🚀 New blog post: Building Effective Agents with Spring AI Learn how to implement 5 powerful agentic patterns using Spring AI: • Chain Workflow • Parallelization • Routing • Orchestrator-Workers • Evaluator-Optimizer spring.io/blog/2025/01...

submitted 136 days ago • 0 comments

Join me at Amsterdam JUG for "From LLMs to Agents: Transforming Applications with MCP and Spring AI": meetup.com/amsterdam-ja... We'll talk about how the Model Context Protocol (MCP) facilitates the AI agent development. Live coding with #SpringAI & #MCP

submitted 141 days ago • 0 comments

🎉 Happy New Year, Spring community! 🌱✨ We can't wait to see you in beautiful Barcelona for Spring I/O next year, let’s make 2025 unforgettable together!

submitted 157 days ago • 1 comment

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 ...

submitted 164 days ago • 1 comment

We are asking Ukrainians to defeat the armies of Putin and Kim Jong Un. In their efforts to do so, Ukrainians helped bring down Assad. Ukrainian resistance is one of the most stunning military achievements in modern history.

submitted 172 days ago • 872 comments

Real-time internet search capabilities for LLMs with #SpringAI and #MCP! Get instant, up-to-date information without RAG. Check out the code: github.com/spring-proje...

submitted 171 days ago • 0 comments

Introducing #SpringAI #MCP: A Java SDK for the Model Context Protocol! Standardize how your Java applications integrate with LLMs, connect to data sources, and build AI-powered tools. Get started now: spring.io/blog/2024/12...

submitted 177 days ago • 1 comment

#SpringAI integration with Amazon Bedrock Nova using the Converse API! Build powerful multimodal AI apps with text, image, video & document processing. Step-by-step guide and code examples: spring.io/blog/2024/12..., #SpringAI #AWS #Bedrock #AI

submitted 178 days ago • 1 comment

Few lines of #SpringAI to implement a voice-based chat assistant application, handling things like speech recognition, LLM, and audio playback. Find more: spring.io/blog/2024/12...

submitted 180 days ago • 0 comments

#SpringAI: Craft a speech-to-speech chatbot with Marvin, the galaxy's most intelligent & depressed robot! 🤖 Details: spring.io/blog/2024/12...

submitted 183 days ago • 1 comment

Community member, Alexandros Pappas contributed #Perplexity-AI integration to #Spring AI! Based on the OpenAI API it blends advanced language models with real-time search in your Spring Boot apps. 👉 More info: docs.spring.io/spring-ai/re... #SpringAI

submitted 188 days ago • 1 comment

New in #SpringAI: Audio support for #OpenAI integration thanks to @thomasvitale.com 's contribution! Check out the docs: docs.spring.io/spring-ai/re...

submitted 191 days ago • 0 comments