On April 7, 2026, Yandex rolled out major updates to its search engine and AI assistant Alice. Users can now instantly switch between traditional search results and interactive chats with Alice’s AI, while search results themselves are generated by a new AI technology that tailors content blocks specifically for each query.
The centerpiece is a fresh dialogue mode powered by Yandex’s most advanced language model yet – Alice AI LLM – designed to understand local context and Russian cultural nuances. Just click the ”Alice AI” tab beneath the search bar to start a conversational session, where you can ask follow-up questions, upload files or images, and revisit previous conversations thanks to saved chat histories.
At the same time, Yandex improved Alice AI’s instant answers by switching to a lighter model called Alice AI Search. This change has boosted the share of queries receiving immediate responses by 50%. Blind testing showed users preferred the new answers 67% of the time. Plus, each answer links back to original sources, letting users verify the information themselves.
Yandex also introduced an AI ”blender” for search results – an intelligent system that scans the user’s intent and assembles the best mix of more than 40 types of content blocks, like links, images, videos, weather forecasts, stock quotes, and other services. It performs this selection in just 50 milliseconds, optimizing relevance instead of just popularity. For example, a ski resort query prioritizes tickets, hotels, and slope photos rather than random images.
The AI blender leverages transformer neural networks: a powerful language model ensures answer quality, while a lightweight model quickly arranges content blocks. This dual-model approach aims to make search results more precise and useful for users.
These AI-powered search upgrades are now live in Yandex’s search interface.
Yandex Alice AI LLM enhances conversational search in Russian
Yandex’s integration of conversational AI and dynamic search content blocks follows a global trend among tech giants like Google and Microsoft, who are increasingly blending chat-style interfaces with traditional search. However, Yandex’s focus on Russian context and culture sets Alice apart regionally. The AI blender resembles Google’s Passage Ranking or Bing’s chat-enhanced search, but with deeper customization of the results layout based on user intent.
How the AI blender improves search result relevance
Looking ahead, it will be interesting to see how users respond to toggling between AI chat and classic search modes, and whether this dual approach boosts engagement or causes confusion. As large language models evolve, the balance between AI-driven dialogue and traditional search might redefine how we find information online.