Yesterday’s Kenya JUG session with Thomas Vitale was 🔥 Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design. Always grateful for this community — can’t wait for the next one! #KenyaJUG #SpringAI #JavaDev

Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev

Just completed Java Spring Framework, Spring Boot & Spring AI – Gen AI Strengthening my backend fundamentals + learning how to integrate GenAI into real Spring applications. #Java #SpringBoot #SpringAI #Backend #GenAI

amarDotIn's tweet image. Just completed Java Spring Framework, Spring Boot & Spring AI – Gen AI

Strengthening my backend fundamentals + learning how to integrate GenAI into real Spring applications.

#Java #SpringBoot #SpringAI #Backend #GenAI

🤖⚖️ 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/2025/11/1… 🛠️ github.com/spring-project…

christzolov's tweet image. 🤖⚖️ 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/2025/11/1…
🛠️ github.com/spring-project…
christzolov's tweet image. 🤖⚖️ 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/2025/11/1…
🛠️ github.com/spring-project…

You've got data, your leadership wants to get more value from it, so they ask you to "add AI" to it. Now what do you do? @SpringAICentral makes that easy. @starbuxman is showing us just how easy that is! #SpringAI #SpringOneTour

dashaun's tweet image. You've got data, your leadership wants to get more value from it, so they ask you to "add AI" to it.

Now what do you do?

@SpringAICentral makes that easy. 

@starbuxman is showing us just how easy that is!

#SpringAI #SpringOneTour

🚀 Spring AI now supports DeepSeek! Get started with just a few lines of Configuration using the Open AI API. Check out the Spring AI docs to add powerful AI capabilities to your Java apps. #SpringAI #DeepSeek #Java

therealdanvega's tweet image. 🚀 Spring AI now supports DeepSeek! Get started with just a few lines of Configuration using the Open AI API. Check out the Spring AI docs to add powerful AI capabilities to your Java apps. #SpringAI #DeepSeek #Java

Who wants to build a simple #SpringAI application with Observability so you can keep track of those tokens 💰🤖🙋🏻‍♂️

therealdanvega's tweet image. Who wants to build a simple #SpringAI application with Observability so you can keep track of those tokens 💰🤖🙋🏻‍♂️

#SpringAI supports dynamic tool updates via #MCP! Add, remove & modify tools at runtime without restarting your app or server. 📘 Blog: spring.io/blog/2025/05/0… 💻 Code: github.com/spring-project… Build adaptive @SpringAICentral systems that evolve with your needs.

christzolov's tweet image. #SpringAI supports dynamic tool updates via #MCP! Add, remove & modify tools at runtime without restarting your app or server.
📘 Blog: spring.io/blog/2025/05/0…
💻 Code: github.com/spring-project…
Build adaptive @SpringAICentral systems that evolve with your needs.

Prompt Engineering in Java: @SpringAICentral 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/2025/04/1… #Java #PromptEngineering #SpringAI

christzolov's tweet image. Prompt Engineering in Java: @SpringAICentral 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/2025/04/1…

#Java #PromptEngineering #SpringAI

You don’t need Python to build real GenAI apps. Spring Framework creator @springrod joins @shelajev on AI Guide to the Galaxy to show how Embabel brings agentic AI to where your code already runs in Java, .NET, or Node. 🎥 Watch: youtu.be/9iyFYrUI5CY #Docker #GenAI #SpringAI


Created an MCP Server that will surface all of the content I create to your favorite LLM. I'll talk more about this soon but if you have any questions please leave them below 👇🏻 This was incredibly easy to do thanks to Spring AI 🤖✨ github.com/danvega/dvaas #Java #SpringAI

therealdanvega's tweet image. Created an MCP Server that will surface all of the content I create to your favorite LLM. I'll talk more about this soon but if you have any questions please leave them below 👇🏻

This was incredibly easy to do thanks to Spring AI 🤖✨
github.com/danvega/dvaas

#Java #SpringAI

Most devs use AI tools. Very few actually build with AI. Next Tuesday, Thomas Vitale is joining Kenya JUG to change that. • AI apps with Java • LLMs the practical way • Spring AI in the real world Register: zenlipa.co.ke/events/RhgBsc #Java #SpringAI #LLMs #KenyaJUG

kenyanJug's tweet image. Most devs use AI tools.

Very few actually build with AI.

Next Tuesday, Thomas Vitale is joining Kenya JUG to change that.

• AI apps with Java
• LLMs the practical way
• Spring AI in the real world

Register: zenlipa.co.ke/events/RhgBsc
#Java #SpringAI #LLMs #KenyaJUG

🚀 Speaking at #SpringIO25 on May 23 about building Agentic systems with LLMs, Tools & MCP! Details: 2025.springio.net/sessions/from-… @SpringAICentral #SpringAI

christzolov's tweet image. 🚀 Speaking at #SpringIO25 on May 23 about building Agentic systems with LLMs, Tools & MCP! 
Details: 2025.springio.net/sessions/from-… 
@SpringAICentral #SpringAI

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/2025/09/1… @SpringAICentral @MCP_Community

christzolov's tweet image. 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/2025/09/1…

@SpringAICentral  @MCP_Community

Spring AI is powerful. But setup? Not always smooth. This video shows how to launch a full Spring AI app in 3 steps using Docker Compose: 📁 Clone the repo 🛠️ Configure YAML ▶️ Run docker compose up Watch the demo: bit.ly/45GUSru #Docker #SpringAI #LLM

Docker's tweet image. Spring AI is powerful. But setup? Not always smooth.

This video shows how to launch a full Spring AI app in 3 steps using Docker Compose:
📁 Clone the repo
🛠️ Configure YAML
▶️ Run docker compose up

Watch the demo: bit.ly/45GUSru

#Docker #SpringAI #LLM

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/2025/11/0… @SpringAICentral

christzolov's tweet image. 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/2025/11/0…
@SpringAICentral
christzolov's tweet image. 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/2025/11/0…
@SpringAICentral

I'm a huge fan of the Google Gemini Models but until an official Java SDK is released the only way to use it in #SpringAI was through Vertex. That was until Google released support for OpenAI's API. Now you can call Gemini with just an API KEY 🔑🤖🤩

therealdanvega's tweet image. I'm a huge fan of the Google Gemini Models but until an official Java SDK is released the only way to use it in #SpringAI was through Vertex. 

That was until Google released support for OpenAI's API. Now you can call Gemini with just an API KEY 🔑🤖🤩

🔐 New: #MCP Security for #SpringAI! Secure your #Java Model Context Protocol servers with #OAuth2 and API keys. Thanks @kehrlann for this great contribution! 🙌 Check out the blog: spring.io/blog/2025/09/3… @MCP_Community @SpringAICentral

christzolov's tweet image. 🔐 New: #MCP Security for #SpringAI! Secure your #Java Model Context Protocol servers with #OAuth2 and API keys. Thanks @kehrlann for this great contribution! 🙌 Check out the blog: spring.io/blog/2025/09/3…
@MCP_Community @SpringAICentral

Built an MCP Server in #Java and #SpringAI to answer the important questions in life....

therealdanvega's tweet image. Built an MCP Server in #Java and #SpringAI to answer the important questions in life....

How can you enrich an LLM's answers when the context isn't enough? The key is the RAG pattern. Learn to implement it with #SpringAI and vector databases to provide more accurate answers in your projects. We tell you all about it on the blog 👇


In this blog, you will learn how to create a Model Context Protocol (MCP) server using Spring AI. You will see with how little effort you can create your own MCP server. Enjoy! #java #springai mydeveloperplanet.com/2025/11/05/cre…


¿Buscas potenciar tus apps #Java con #IA? 🤖 Con #SpringAI puedes usar Advisors, formatear salidas con Structured Output y ejecutar tareas en tiempo real con Tool Calling. Te contamos cómo hacerlo, ¡con demo incluida!


Yesterday’s Kenya JUG session with Thomas Vitale was 🔥 Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design. Always grateful for this community — can’t wait for the next one! #KenyaJUG #SpringAI #JavaDev

Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev

Spring AI kann mehr als Demo-Prompts! 🤖 @thjanssen123 zeigt, wie Du RAG, MCP & LLM-Evaluation nutzt, um echte, zuverlässige AI-Features zu bauen. 👉 f.mtr.cool/vwksnvpigo #jaxcon #SpringAI #Java

jaxcon's tweet image. Spring AI kann mehr als Demo-Prompts! 🤖
@thjanssen123 zeigt, wie Du RAG, MCP & LLM-Evaluation nutzt, um echte, zuverlässige AI-Features zu bauen.
👉 f.mtr.cool/vwksnvpigo

#jaxcon #SpringAI #Java

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/2025/11/2… @SpringAICentral

christzolov's tweet image. 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/2025/11/2…
@SpringAICentral

Java + AI is finally getting the framework it deserves. Spring AI is a game-changer for real-world enterprise use. Solid breakdown here 👇 medium.com/javarevisited/… #SpringAI #Java #SpringBoot #GenAI #SoftwareEngineering #DevCommunity


Just completed Java Spring Framework, Spring Boot & Spring AI – Gen AI Strengthening my backend fundamentals + learning how to integrate GenAI into real Spring applications. #Java #SpringBoot #SpringAI #Backend #GenAI

amarDotIn's tweet image. Just completed Java Spring Framework, Spring Boot & Spring AI – Gen AI

Strengthening my backend fundamentals + learning how to integrate GenAI into real Spring applications.

#Java #SpringBoot #SpringAI #Backend #GenAI

Looking to boost your #Java apps with #AI? 🤖 With #SpringAI, you can use Advisors, format outputs with Structured Output, and run real-time tasks with Tool Calling. We break it all down in this post, demo included!


AIMindUpdate News! Curious about Spring AI? Discover the power of Google Gemini in a developer's journey! #SpringAI #GoogleGemini #AIdevelopment Click here↓↓↓ aimindupdate.com/2025/11/24/spr…

Infinit18575448's tweet image. AIMindUpdate News! 
 Curious about Spring AI? Discover the power of Google Gemini in a developer's journey! #SpringAI #GoogleGemini #AIdevelopment 

Click here↓↓↓
 aimindupdate.com/2025/11/24/spr…

AIクリエーターの道 ニュース:Google Gemini と Spring AI で開発を加速!Spring Boot 開発者が語る革新的な体験をチェック! #SpringAI #GoogleGemini #AI開発 詳しくはこちら↓↓↓ gamefi.co.jp/2025/11/24/spr…

Gamefi38849310's tweet image. AIクリエーターの道 ニュース:Google Gemini と Spring AI で開発を加速!Spring Boot 開発者が語る革新的な体験をチェック! #SpringAI #GoogleGemini #AI開発

詳しくはこちら↓↓↓ 
gamefi.co.jp/2025/11/24/spr…

Tried Spring AI with Google Gemini — interesting results! I’ve shared my key observations in the README of my GitHub repo. 🔗 github.com/ganesh0479/spr… If you're exploring Spring Boot + AI, this might help! #SpringAI #SpringBoot #GeminiAI #GoogleAI #JavaDev #AITech #OpenSource


Descubre cómo mejorar la precisión de tus #LLMs con Retrieval Augmented Generation (RAG). En la nueva entrega de nuestra serie sobre #SpringAI, te enseñamos a aplicar esta técnica con ejemplos prácticos usando embeddings y #Ollama 👇


Most devs use AI tools. Very few actually build with AI. Next Tuesday, Thomas Vitale is joining Kenya JUG to change that. • AI apps with Java • LLMs the practical way • Spring AI in the real world Register: zenlipa.co.ke/events/RhgBsc #Java #SpringAI #LLMs #KenyaJUG

kenyanJug's tweet image. Most devs use AI tools.

Very few actually build with AI.

Next Tuesday, Thomas Vitale is joining Kenya JUG to change that.

• AI apps with Java
• LLMs the practical way
• Spring AI in the real world

Register: zenlipa.co.ke/events/RhgBsc
#Java #SpringAI #LLMs #KenyaJUG

Stop fighting SSE token spacing issues in AI chat UIs. Here's the fix: NDJSON streaming. @cat_edelveis built a complete demo with Spring AI ChatClient + Vaadin👉 youtube.com/watch?v=l6c0H5… Full code on GitHub. Works with Ollama or any Spring AI model. #SpringAI #Java #LLM

vaadin's tweet card. Spring AI: Streaming LLM Tokens with NDJSON in Spring Boot

youtube.com

YouTube

Spring AI: Streaming LLM Tokens with NDJSON in Spring Boot


💡#SpringAI in der Praxis: RAG, #MCP & LLM-Evaluation mit @thjanssen123. Lerne, wie Du robuste #LLM -Funktionen baust! 📅#jaxcon 2026 | 4. – 8. Mai | Mainz oder Online ℹ️Session: f.mtr.cool/ivocmdbfgh 🎟️Early Bird: f.mtr.cool/iruxormgtn

jaxcon's tweet image. 💡#SpringAI in der Praxis:
RAG, #MCP & LLM-Evaluation mit @thjanssen123. Lerne, wie Du robuste #LLM -Funktionen baust!

📅#jaxcon 2026 | 4. – 8. Mai | Mainz oder Online

ℹ️Session: f.mtr.cool/ivocmdbfgh

🎟️Early Bird: f.mtr.cool/iruxormgtn

🚀 Transform Your Backend Skills with AI-Powered Microservices! 📲 Register Now: tr.ee/WOIyfO 👨‍🏫 Trainer: Mr. Ashok 📅 Date: 17th November 🕗 Time: 08:30 AM (IST) #SpringAI #MicroservicesArchitecture #JavaDevelopers #AshokIT #BackendDevelopment #AIIntegration #AIPowere

ashokitschool's tweet image. 🚀 Transform Your Backend Skills with AI-Powered Microservices!
📲 Register Now: tr.ee/WOIyfO
👨‍🏫 Trainer: Mr. Ashok
📅 Date: 17th November
🕗 Time: 08:30 AM (IST)
#SpringAI #MicroservicesArchitecture #JavaDevelopers #AshokIT #BackendDevelopment #AIIntegration #AIPowere

Yesterday’s Kenya JUG session with Thomas Vitale was 🔥 Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design. Always grateful for this community — can’t wait for the next one! #KenyaJUG #SpringAI #JavaDev

Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev
Mwaisaks's tweet image. Yesterday’s Kenya JUG session with Thomas Vitale was 🔥
Loved diving deeper into Spring AI, intelligent apps, and all the conversations around memory, LLMs, and system design.

Always grateful for this community — can’t wait for the next one! 
#KenyaJUG #SpringAI #JavaDev

Just completed Java Spring Framework, Spring Boot & Spring AI – Gen AI Strengthening my backend fundamentals + learning how to integrate GenAI into real Spring applications. #Java #SpringBoot #SpringAI #Backend #GenAI

amarDotIn's tweet image. Just completed Java Spring Framework, Spring Boot & Spring AI – Gen AI

Strengthening my backend fundamentals + learning how to integrate GenAI into real Spring applications.

#Java #SpringBoot #SpringAI #Backend #GenAI

🚀 Spring AI now supports DeepSeek! Get started with just a few lines of Configuration using the Open AI API. Check out the Spring AI docs to add powerful AI capabilities to your Java apps. #SpringAI #DeepSeek #Java

therealdanvega's tweet image. 🚀 Spring AI now supports DeepSeek! Get started with just a few lines of Configuration using the Open AI API. Check out the Spring AI docs to add powerful AI capabilities to your Java apps. #SpringAI #DeepSeek #Java

🚀 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/2024/12/1…

christzolov's tweet image. 🚀 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/2024/12/1…

#SpringAI supports dynamic tool updates via #MCP! Add, remove & modify tools at runtime without restarting your app or server. 📘 Blog: spring.io/blog/2025/05/0… 💻 Code: github.com/spring-project… Build adaptive @SpringAICentral systems that evolve with your needs.

christzolov's tweet image. #SpringAI supports dynamic tool updates via #MCP! Add, remove & modify tools at runtime without restarting your app or server.
📘 Blog: spring.io/blog/2025/05/0…
💻 Code: github.com/spring-project…
Build adaptive @SpringAICentral systems that evolve with your needs.

🤖⚖️ 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/2025/11/1… 🛠️ github.com/spring-project…

christzolov's tweet image. 🤖⚖️ 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/2025/11/1…
🛠️ github.com/spring-project…
christzolov's tweet image. 🤖⚖️ 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/2025/11/1…
🛠️ github.com/spring-project…

You've got data, your leadership wants to get more value from it, so they ask you to "add AI" to it. Now what do you do? @SpringAICentral makes that easy. @starbuxman is showing us just how easy that is! #SpringAI #SpringOneTour

dashaun's tweet image. You've got data, your leadership wants to get more value from it, so they ask you to "add AI" to it.

Now what do you do?

@SpringAICentral makes that easy. 

@starbuxman is showing us just how easy that is!

#SpringAI #SpringOneTour

Who wants to build a simple #SpringAI application with Observability so you can keep track of those tokens 💰🤖🙋🏻‍♂️

therealdanvega's tweet image. Who wants to build a simple #SpringAI application with Observability so you can keep track of those tokens 💰🤖🙋🏻‍♂️

Prompt Engineering in Java: @SpringAICentral 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/2025/04/1… #Java #PromptEngineering #SpringAI

christzolov's tweet image. Prompt Engineering in Java: @SpringAICentral 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/2025/04/1…

#Java #PromptEngineering #SpringAI

Few lines of #SpringAI to implement a voice-based chat assistant application. Find more: spring.io/blog/2024/12/0… Github: github.com/tzolov/voice-a…

christzolov's tweet image. Few lines of #SpringAI to implement a voice-based chat assistant application. 
Find more: spring.io/blog/2024/12/0…
Github: github.com/tzolov/voice-a…

🔐 New: #MCP Security for #SpringAI! Secure your #Java Model Context Protocol servers with #OAuth2 and API keys. Thanks @kehrlann for this great contribution! 🙌 Check out the blog: spring.io/blog/2025/09/3… @MCP_Community @SpringAICentral

christzolov's tweet image. 🔐 New: #MCP Security for #SpringAI! Secure your #Java Model Context Protocol servers with #OAuth2 and API keys. Thanks @kehrlann for this great contribution! 🙌 Check out the blog: spring.io/blog/2025/09/3…
@MCP_Community @SpringAICentral

🚀 Speaking at #SpringIO25 on May 23 about building Agentic systems with LLMs, Tools & MCP! Details: 2025.springio.net/sessions/from-… @SpringAICentral #SpringAI

christzolov's tweet image. 🚀 Speaking at #SpringIO25 on May 23 about building Agentic systems with LLMs, Tools & MCP! 
Details: 2025.springio.net/sessions/from-… 
@SpringAICentral #SpringAI

Real-time internet search capabilities for LLMs with #SpringAI and #MCP! Get instant, up-to-date information without RAG. Just a few lines of code to plug internet search capabilities into your LLM of choice. Check out the demo: github.com/spring-project…

christzolov's tweet image. Real-time internet search capabilities for LLMs with #SpringAI and #MCP! Get instant, up-to-date information without RAG.  Just a few lines of code to plug internet search capabilities into your LLM of choice. Check out the demo: github.com/spring-project…

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/2025/11/0… @SpringAICentral

christzolov's tweet image. 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/2025/11/0…
@SpringAICentral
christzolov's tweet image. 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/2025/11/0…
@SpringAICentral

Created an MCP Server that will surface all of the content I create to your favorite LLM. I'll talk more about this soon but if you have any questions please leave them below 👇🏻 This was incredibly easy to do thanks to Spring AI 🤖✨ github.com/danvega/dvaas #Java #SpringAI

therealdanvega's tweet image. Created an MCP Server that will surface all of the content I create to your favorite LLM. I'll talk more about this soon but if you have any questions please leave them below 👇🏻

This was incredibly easy to do thanks to Spring AI 🤖✨
github.com/danvega/dvaas

#Java #SpringAI

At #AmsterdamJUG, the latest lunch & learn, this time with @christzolov on all things #SpringAI!

AmsterdamJug's tweet image. At #AmsterdamJUG, the latest lunch & learn, this time with @christzolov on all things #SpringAI!

#SpringAI Integration with Amazon Nova Models via Bedrock Converse API! 🚀 Build powerful multimodal AI applications that process text, images, video, and documents. Step-by-step guide and code examples in the blog: spring.io/blog/2024/12/1… #SpringAI #AWS #Bedrock #AI

christzolov's tweet image. #SpringAI Integration with Amazon Nova Models via Bedrock Converse API! 🚀 Build powerful multimodal AI applications that process text, images, video, and documents. Step-by-step guide and code examples in the blog: spring.io/blog/2024/12/1…
#SpringAI #AWS #Bedrock #AI

Community member, Alexandros Pappas has contributed #Perplexity-AI integration to #SpringAI! 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/refe…

christzolov's tweet image. Community member, Alexandros Pappas has contributed #Perplexity-AI integration to #SpringAI! 
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/refe…

More #SpringAI at @BarcelonaJUG with @asaikali and @christzolov. M4 is coming out next Monday, time to give it a try!

sergialmar's tweet image. More #SpringAI at @BarcelonaJUG with @asaikali and @christzolov. M4 is coming out next Monday, time to give it a try!
sergialmar's tweet image. More #SpringAI at @BarcelonaJUG with @asaikali and @christzolov. M4 is coming out next Monday, time to give it a try!

💡#SpringAI in der Praxis: RAG, #MCP & LLM-Evaluation mit @thjanssen123. Lerne, wie Du robuste #LLM -Funktionen baust! 📅#jaxcon 2026 | 4. – 8. Mai | Mainz oder Online ℹ️Session: f.mtr.cool/ivocmdbfgh 🎟️Early Bird: f.mtr.cool/iruxormgtn

jaxcon's tweet image. 💡#SpringAI in der Praxis:
RAG, #MCP & LLM-Evaluation mit @thjanssen123. Lerne, wie Du robuste #LLM -Funktionen baust!

📅#jaxcon 2026 | 4. – 8. Mai | Mainz oder Online

ℹ️Session: f.mtr.cool/ivocmdbfgh

🎟️Early Bird: f.mtr.cool/iruxormgtn

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