Mixedbread
The Search API for your data. Turn documents into discoverable AI context.

Mixedbread is a multimodal search API that lets developers index and search across text, PDFs, images, video, and audio in 100+ languages without managing embeddings or infrastructure. It provides end-to-end retrieval with sub-200ms latency, powered by their own proprietary models and search engine. The platform is designed for AI agents and agentic workflows, offering state-of-the-art accuracy with fewer tool calls.
Users upload documents via a simple API, and Mixedbread automatically processes and indexes them using proprietary multimodal models, enabling semantic search queries that return high-quality parsed results in under 200ms.
developers and AI engineers building agentic applications
Background.
- Status
- launched
- Business model
- freemium
Similar projects.
Editorial take on the space this project sits in — momentum signals, adjacent moves, our call on whether the wedge is real. Get pinged when we publish a new read or when the landscape shifts.
Have a take on this space?
Tell us what you’d build differently, where you think the incumbents miss, or what we’ve gotten wrong about this project. Comments + reactions are coming soon.