# 2025 Sneak Peek > Source: https://www.recombee.com/blog/2025-sneak-peek > For the complete site index, see [llms.txt](/llms.txt). To integrate Recombee, see the developer documentation at https://docs.recombee.com/llms.txt. [**Blog**](https://www.recombee.com/blog) # 2025 Sneak Peek ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Mar 19, 2025 ![](https://www.recombee.com/img/blog/2025-sneak-peek/main.png) This year is already off to an exciting start, and we’re rolling out new tools to improve efficiency and optimize recommendations. Here’s what’s available and what’s coming next. ## Copy Settings Between Recombee Databases - (Now Available!) ![](https://www.recombee.com/img/blog/2025-sneak-peek/01.png) Managing multiple Recombee databases is now more efficient than ever. With this newly released feature, you can effortlessly copy settings such as defined properties, business rules, scenarios, and widgets between databases. Configure and fine-tune your setup in a development environment, test it thoroughly, and then easily transfer everything to your production database. Say goodbye to manual duplication and hello to streamlined workflows, improved consistency, and reduced errors. This feature empowers you to focus on innovation while ensuring a smooth transition from testing to production. ## Optimize with A/B Testing for Scenarios ![](https://www.recombee.com/img/blog/2025-sneak-peek/02.png) Coming in 2025, Recombee will introduce built-in A/B Testing for Scenarios, giving you the power to fine-tune your recommendations like never before. This feature will allow you to test different configurations such as varying Boosters or Logics within the same Scenario. By running controlled experiments and evaluating performance metrics, you can determine which settings deliver the best results for your users. Whether you're optimizing for engagement, conversions, or other KPIs, A/B Testing will provide valuable insights to help you make data-driven decisions and maximize the impact of recommendations. ## Recombee Widget SDK ![](https://www.recombee.com/img/blog/2025-sneak-peek/03.png) In 2025, Recombee will launch the Widget SDK, a powerful new tool designed to make creating customized recommendation widgets a whole lot easier. While our JavaScript SDK offers full flexibility to build visualizations from scratch, and the No-Code Widget Editor in our Admin UI enables widget creation without any programming, the Widget SDK strikes the perfect balance. It empowers developers to create highly customized widgets without starting from scratch, simplifying the process while retaining creative control. ## Algorithmic Improvements ![](https://www.recombee.com/img/blog/2025-sneak-peek/04.png) This year, we will continue improving our LLM-based semantic search, making it available to more customers. To further enhance the performance of our recommender system, we are developing advanced collaborative filtering algorithms using sparse autoencoders, along with multimodal transformer-based models that process both images and text. The deployment of the multimodal beeFormer will significantly improve the accuracy of our recommendations, particularly in cold-start scenarios and beyond. We’re excited for what this year holds and can’t wait to bring you even more tools to drive your success! 🤝 Recommendation Engine New Features ## Next Articles [![](https://www.recombee.com/img/blog/making-recommendations-fairer-a-new-way-to-guarantee-exposure-for-all.png)](https://www.recombee.com/blog/making-recommendations-fairer-a-new-way-to-guarantee-exposure-for-all) ### [Making Recommendations Fairer: A New Way to Guarantee Exposure for All](https://www.recombee.com/blog/making-recommendations-fairer-a-new-way-to-guarantee-exposure-for-all) As recommender systems become more widespread across digital platforms, concerns around fairness are coming to the forefront. Standard relevance-based ranking techniques, while effective... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Apr 29, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/build-vs-buy-deciding-the-best-approach-for-your-recommender-system.png)](https://www.recombee.com/blog/build-vs-buy-deciding-the-best-approach-for-your-recommender-system) ### [Build vs. Buy: Deciding the Best Approach for Your Recommender System](https://www.recombee.com/blog/build-vs-buy-deciding-the-best-approach-for-your-recommender-system) When it comes to deciding between buying a recommender system and building one from scratch, the choice isn’t always straightforward. Both options come with their own set of pros and cons... ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova & Ondrej Fiedler Mar 14, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/are-you-here-to-stay-unraveling-the-dynamics-of-stable-and-curious-audiences-in-web-systems.png)](https://www.recombee.com/blog/are-you-here-to-stay-unraveling-the-dynamics-of-stable-and-curious-audiences-in-web-systems) ### [Are You Here to Stay? Unraveling the Dynamics of Stable and Curious Audiences in Web Systems](https://www.recombee.com/blog/are-you-here-to-stay-unraveling-the-dynamics-of-stable-and-curious-audiences-in-web-systems) Why do influencers frequently request their subscribers to enable all notifications for their channels? This practice stems from their awareness that not all subscribers are regular... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Mar 03, 2025 Recommendation Engine Personalization