Mixedbread
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About
Mixedbread is a company building AI tools for generative AI and search at scale. They offer state-of-the-art embedding and reranking models that work seamlessly together to support applications requiring RAG or search. Their models are open-source, high-performance, and used by millions of developers and researchers. Mixedbread focuses on improving search results across various use cases, including e-commerce, RAG systems, and content recommendation. They also develop custom inference engines for low latency and high throughput, and use knowledge distillation to reduce model size and increase performance. Their work includes research in novel compression and inference techniques.
Platform
Keywords
Task
Features
• search enhancement
• rag support
• ai system monitoring
• knowledge distillation
• scalable inference
• reranking models
• embedding models
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