Mixedbread

Mixedbread is a retrieval API that enables search across text, PDFs, images, audio, and video in over 100 languages. It is designed for AI agents and applications requiring high-accuracy retrieval with low latency. The platform handles the entire pipeline, eliminating the need for users to manage embeddings or infrastructure. It supports one API for upload and search, with SDKs in Python and TypeScript. Mixedbread has achieved top accuracy on benchmarks like BrowseComp-Plus, MADQA, and OfficeQA Pro while using fewer tool calls. It offers tools such as a dashboard, CLI, MCP integration, and skills for coding agents. The service is SOC2 Type II and ISO 27001 certified, with options for region deployment and on-premise hosting.

Key Benefits

• State-of-the-art accuracy on agentic search benchmarks
• Sub-200ms search latency
• Supports text, PDFs, images, audio, video across 100+ languages
• Offers SDK, MCP, CLI, and dashboard for easy integration