Repository Vector Search Methods

Engineering | Mark Paluch | May 23, 2025 | ...

The emergence of Large Language Models (LLM) has propelled Generative AI and surfaced one of its key components to a broad audience: Embeddings.

Embeddings are a vector representation of data in a high-dimensional space capturing their semantic meaning. Vector representations allow for more efficient and effective search (Vector Search) of similar items. Vector search is typically used to build Retrieval-augmented generation (RAG) systems and so there is demand for vector databases.

While new vector databases are on the rise, existing database engines are gradually incorporating vector search…

Spring Data Ahead of Time Repositories

Engineering | Christoph Strobl | May 22, 2025 | ...

In the past couple of years we have seen heavy investment throughout the Java ecosystem to reduce application startup times. The main focus gravitates around Ahead-of-Time optimizations. May it be condensing code into a GraalVM native executable, capturing already optimized bytecode with Coordinated Restore at Checkpoint (CRaC), Class Data Sharing (CDS) or its more recent successor AOT cache (part of project Leyden). While barriers to entry vary between the different approaches, all of them move performance optimizations away from runtime into an earlier phase, such as build time or a separate…

Spring Integration 6.5 GA Available

Releases | Artem Bilan | May 22, 2025 | ...

On behalf of the team and everyone who contributed, I am pleased to announce the General Avalilability of Spring Integration 6.5.0 generation.

In addition, the 6.3.10 and 6.4.5 versions with bug fixes and dependency upgrades have been released.

Some notable changes in 6.5.0 are:

  • The AbstractRecentFileListFilter - the FileListFilter to accept only files which are recent according to the provided age;
  • The AbstractMessageChannel now emits a special MessageDispatchingException for the situation when message production is initiated too early;
  • The PollerMetadata.sendTimeout option has been removed (deprecated before) since it is out of use;
  • The Hazelcast CP-subsystem based components in the spring-integration-hazelcast module have been deprecated due to commercial support of the Hazelcast features (stating with 5.5.0) we relied on;
  • The LockRequestHandlerAdvice

Spring Boot 3.5.0 available now

Releases | Stéphane Nicoll | May 22, 2025 | ...

On behalf of the Spring Boot team and everyone that has contributed, I am pleased to announce that Spring Boot 3.5.0 has been released and is available from Maven Central.

This release adds a significant number of new features and improvements. For full upgrade instructions and new and noteworthy features please see the release notes.

What's new in 3.5

The highlights of the 3.5 release include:

  • Structured Logging Improvements
  • SSL Support for Service Connections
  • Load Properties From Environment Variables
  • AsyncTaskExecutor with Custom Executor
  • Auto-configuration for Bean Background Initialization
  • Annotations to Register Filter and Servlet

Spring Boot 3.4.6 available now

Releases | Stéphane Nicoll | May 22, 2025 | ...

On behalf of the team and everyone who has contributed, I'm happy to announce that Spring Boot 3.4.6 has been released and is now available from Maven Central.

This release includes 39 bug fixes, documentation improvements, and dependency upgrades. Thanks to all those who have contributed with issue reports and pull requests.

How can you help?

If you're interested in helping out, check out the "ideal for contribution" tag in the issue repository. If you have general questions, please ask on stackoverflow.com using the spring-boot tag.

Project Page | GitHub | Issues | Documentation | Stack…

Spring Boot 3.3.12 available now

Releases | Stéphane Nicoll | May 22, 2025 | ...

On behalf of the team and everyone who has contributed, I'm happy to announce that Spring Boot 3.3.12 has been released and is now available from Maven Central.

This release includes 33 bug fixes, documentation improvements, and dependency upgrades. Thanks to all those who have contributed with issue reports and pull requests.

How can you help?

If you're interested in helping out, check out the "ideal for contribution" tag in the issue repository. If you have general questions, please ask on stackoverflow.com using the spring-boot tag.

Project Page | GitHub | Issues | Documentation | Stack…

Reactor Kafka Project Will Be Discontinued

News | Jason Konicki | May 20, 2025 | ...

Reactor Kafka Project Will Be Discontinued

TL;DR: We’ve decided to discontinue future maintenance of the Reactor Kafka project and deprecate its associated components within the Spring portfolio.

Our team regularly evaluates our project portfolio with long-term sustainability in mind. When adoption declines, we thoughtfully retire projects to focus our efforts where the community needs them most. Based on an assessment of adoption metrics, download trends, project activity, and how Reactor Kafka fits into our overall strategy, we’ve decided to end maintenance and integrations for the project.

Spring AI 1.0 GA Released

Releases | Mark Pollack | May 20, 2025 | ...

On behalf of the Spring AI engineering team and everyone who contributed to this release, I am very excited to announce the general availability of Spring AI 1.0. We have a great release blog lined up for you.

Getting Started

All the new bits are in maven central. Use the provided bom to import the dependencies.

<dependencyManagement>
    <dependencies>
        <dependency>
            <groupId>org.springframework.ai</groupId>
            <artifactId>spring-ai-bom</artifactId>
            <version>1.0.0</version>
            <type>pom</type>
            <scope>import</scope…

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