Overview
Mixedbread Documentation
Mixedbread Search is an API for integrating fast, multimodal search into your applications, agents, and AI systems. Upload your data in any format and instantly make it searchable with natural language queries.
Mixedbread Search
Stores are the core resources in Mixedbread Search. They are managed search indexes that transform your unstructured data into a searchable knowledge base accessible via API.
Get Started
- Quickstart - Create your first Store and start searching
- Stores Overview - Learn how Stores work and what makes them unique
CLI
We built our CLI to streamline Store operations for developers. Handle bulk file uploads, sync entire directories, and integrate Store capabilities into your CI/CD pipelines - all from terminal.
- Introduction - Get to know our CLI and its capabilities
- Installation & Setup - Setup the CLI in your terminal
MCP (Model Context Protocol)
Our MCP Server bridges the gap between AI assistants and your Stores. Enable Claude Desktop, Cursor, Claude Code and other AI assistants to directly search and retrieve context from your knowledge bases during conversations.
- Introduction - Understand how our MCP Server enhances your AI workflows
- Configuration - Connect your AI assistant to the MCP Server
Inference API
Mixedbread also provides direct access to our embedding and reranking models. These open-source models are loved by millions of developers around the world.
Available Endpoints: Embedding · Reranking
Community
Get help and connect with other developers building with Mixedbread.
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