Blog.

Beyond the Limit: Introduce Mixedbread Wholembed v3

Beyond the Limit: Introduce Mixedbread Wholembed v3

Announcing Mixedbread Wholembed v3, our new unified omnimodal multilingual retrieval model, setting a new state of the art for search across languages, modalities, and real-world retrieval tasks.

EngineeringResearchProduct
March 12, 2026
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6 min read
Mixedbread Team
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Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale

Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale

Technical deep-dive into Mixedbread Search - the first production-ready late-interaction search with native multimodality. Learn how we achieve sub-50ms latency on billion-scale document collections.

EngineeringResearchProduct
11 min readJanuary 21, 2026
Mixedbread now live on the Vercel Marketplace

Mixedbread now live on the Vercel Marketplace

Announcing the integration of Mixedbread Search with the Vercel Marketplace. Seamlessly integrate state-of-the-art, blazingly fast, multi-modal semantic search into your Vercel projects!

Product
3 min readOctober 23, 2025
Introducing Mixedbread Search

Introducing Mixedbread Search

Introducing Mixedbread Search, the first search API built from the ground up for the AI era, with both humans and AI in mind. Natively multi-modal and multi-lingual, Mixedbread Search eliminates all friction and lets you find information where it lives.

Product
4 min readOctober 1, 2025