Mixedbread

Mixedbread is a Search API and platform that turns your documents into discoverable and understandable context for AI and automatically understands and processes your data with its own models and search engine. Pay only for what you use; the platform supports tasks like enterprise search, e‑commerce, and context engineering, accepts multiple formats and modalities (PDFs, images, documents, code, audios, videos), delivers perfect results in sub 200ms with high-quality parsed content, multimodal and multilingual retrieval, models and new architectures built from the ground up by its research lab, scalability to serve billions of queries per day, and 40x lower costs with Binary Quantization.