Mixedbread Blog

Make your agents work on your data. Mixedbread turns PDFs, decks, videos, code, Slack, and Drive into evidence your agent can act on, with fewer tokens.

Popular posts: 2
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HN comments: 110
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Visit mixedbread.com → On Hacker News Jun 2026 – Aug 2026

AI & Machine Learning 2 Tools & Productivity 1 Databases & Data 1

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Introducing Toast 1

2026219 points66 comments AI & Machine Learning details

Meet Toast 1, Mixedbread's search agent for knowledge-intensive tasks, matching or outperforming Claude Opus 5 and GPT-5.6 Sol while being up to 10×…

Asymmetric Quantization: Near-Lossless Retrieval with 97% Storage Reduction

2026110 points44 comments AI & Machine Learning details

Late interaction makes retrieval more precise but turns every document into many vectors. Asymmetric quantization keeps query vectors precise and stores…