Mixedbread is an applied research lab fundamentally rethinking retrieval. Our mission is to build the memory for AI, ensuring intelligent systems have perfect context to understand the world and interact with it in meaningful ways.

Context is the bottleneck. An AI without access to the right information, at the right time, is fundamentally limited. We are building the essential link between the vast universe of human knowledge, from scientific papers and creative works to real-world video and audio, and the AI systems that need this context to become truly intelligent.

An AI with this perfect context will accelerate discovery, enhance creativity, and solve complex problems with factual accuracy. It will move beyond the limitations of its training data, operating with perfect recall and a deep understanding of the information it's given.

We are a focused team of researchers and engineers building a single, unified engine that makes the old way obsolete. Our work is at the intersection of deep learning research and high-performance systems engineering. Our open-source models have already been downloaded over 50 million times, becoming a foundational tool for developers and validating our unique approach.

If this resonates with you, please reach out.

- The Mixedbread Team.