This blog post is co-authored by our great contributor Thomas Vitale.

Ollama now supports all GGUF models from Hugging Face, allowing access to over 45,000 community-created models through Spring AI's Ollama integration, runnable locally.

We'll explore using this new feature with Spring AI. The Spring AI Ollama integration can automatically pull unavailable models for both chat completion and embedding models. This is useful when switching models or deploying to new environments.

Setting Up Spring AI with Ollama

Install Ollama on your system: https://ollama.com/download.

Tip: Spring AI also supports running Ollama via Testcontainers or integrating with an external Ollama service via Kubernetes Service Bindings…

Hi, Spring fans! Welcome to another installment of This Week in Spring. I write this to you in an Uber speeding down the autobahn near Frankfurt, Germany. What a time to be alive! At the rate this driver's going, I won't have much time to write this before we've arrived, so let's dive right into it!

• Another banger from Spring AI teammate and community member Thomas Vitale called: Leverage the Power of 45k, free, Hugging Face models with Spring AI and Ollama
• Spring for Apache Pulsar 1.2.0-RC1 is now available
• Spring for Apache Pulsar 1.0.11 and 1.1.5 are now available
• Spring Security 6.4.0-RC1 is available now
• Spring Security 6.3.4, 6.2.7 and 5.8.15 are available now
• Spring REST Docs 3.0.2 is now available
• Spring Data 2024.1.0 goes RC1
• Spring Data 2024.0.5 and 2023.1.11 released
• Spring Tools 4.26.0 released
• Spring Framework CVE-2024-38819 and CVE-2024-38820 published
• …

Hi, Spring fans! In this installment I talk to Oracle developer advocate Andres Almiray about the latest-and-greatest in the amazing Oracle database. #Oracle #SQL #Java #JConf

Hi, Spring fans! Welcome to another rip-roaring and ever-so-riveting installment of This Week in Spring! I'm in Amsterdam, at the moment, rounding out a week between Antwerp, Beglium, and Amsterdam, the Netherlands. Today I'm off to Dubai for the fantastic GITEX/DevSlam event. Then I return back to Europe for Voxxed Days Thessaloniki, in Greece. Should be a fun week!

It's certainly been a fun week! Let's dive right into it!

• Spring AI 1.0.0. M3 has been released
• In last week's installment of A Bootiful Podcast, I talk to New York Java SIG chair and founder Frank Greco about community, AI, and more
• Spring Cloud 2024.0.0.-M2 (aka Moorgate) has been released
• Spring Batch 5.2.0 M2 is available now
• Oded Shopen, friend of Spring, has updated the distributed microservices implementation of Petclinic to feature a Spring Ai assistant
• Spring Framework committer Sebastien Deleuze was part of this Devoxx Belgium talk looking at Project Leyden, along with Per Minborg, and it's quite amazing what's possible
• Have you checked out …

Hi, Spring fans! In this installment, I talk to New York Java SIG chair and founder Frank Greco about AI, safety, Java, community, and more!

Hi, Spring fans! Welcome to another installment of This Week in Spring! I'm in Antwerp, Belgium, for the amazing Devoxx Belgium 2024 event! I am so happy to be back here, one of the best shows in the Java ecosystem!

We've got a lot to get into so let's dive right in!

• From Spring Cloud Data Flow 2.11.x to 3.0
• Supercharging your AI Applications with Spring AI Advisors
• mvn clean install or mvn verify
• the new informational JEP: 14
• authoring webcomponents in a Spring Boot Thymeleaf project
• "...After evaluating various options, we have decided to tentatively migrate Spring Framework 7 to JSpecify annotations and deprecate Spring null-safety annotations" - woohoo!
• Did we mention that JTE is on the Spring Initializr?
• What is this blasphemy? Who would want to change the Spring Boot banner? - this article is an example of what never to do!
• …

Dear Spring Community,

With the recent announcement of Spring Framework 7.0 and Spring Boot 4.0, the Spring Cloud Data Flow team is pleased to announce the next major release, SCDF 3.0, to align with both Spring Framework 7.0 and Spring Boot 4.0.

This will bring the following SCDF ecosystem of projects in line with Spring Framework 7.0 and Spring Boot 4.0:

• Spring Cloud Data Flow server components (SCDF core and Skipper servers)
• Composed Task Runner, SCDF Shell, Single Step Batch Job, and Task Launcher
• Spring Cloud Deployer Implementations for both Cloud Foundry and Kubernetes
• Spring Cloud Data Flow UI
• Spring Cloud Stream/Task workloads based on Spring Boot 4.0
…

In the rapidly evolving world of artificial intelligence, developers are constantly seeking ways to enhance their AI applications. Spring AI, a Java framework for building AI-powered applications, has introduced a powerful feature: the Spring AI Advisors.

The advisors can supercharge your AI applications, making them more modular, portable and easier to maintain.

If reading the post isn't convenient, you can listen to this experimental podcast, AI-generated from blog's content:

What are Spring AI Advisors?

At their core, Spring AI Advisors are components that intercept and potentially modify the flow of chat-completion requests and responses in your AI applications. The key player in this system is the AroundAdvisor…

Dear Spring community,

Spring Framework 6.2 is shaping up for general availability in November 2024, with particularly significant revisions in the core container and in our web support: see "What's New in Spring Framework 6.2". This release is designed for use with JDK 17-23 and Jakarta EE 9-10.

At the same time, we are planning toward 2025 already, and it is my pleasure to announce that our November 2025 release will be the start of a new major generation: Spring Framework 7.0!

We will upgrade our baseline to Jakarta EE 11 (Tomcat 11, Hibernate ORM 7, Hibernate Validator 9) and embrace the upcoming JDK 25 LTS, while retaining a JDK 17 baseline in alignment with the wider Java ecosystem. For Kotlin applications, we intend to base Spring Framework 7's support on Kotlin 2. Last but not least, our null-safety strategy is converging with the recently released JSpecify…