Mixedbread

Mixedbread is an AI Agents & Automation tool that provides a Search API for turning documents into discoverable context for AI. It supports multimodal and multilingual data, offering high accuracy and reduced LLM calls.

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At a glance

Pricing

Freemium · Paid · Enterprise · Usage-based

Free tier

Yes

API

Yes

Skill level

Technical

About

What is Mixedbread?

Mixedbread offers a powerful Search API designed to transform various data formats, including PDFs, images, documents, audio, and video, into discoverable and understandable context for AI applications. It leverages advanced retrieval research and proprietary models to deliver highly accurate search results in sub-200ms. The platform supports over 100 languages and features automatic parsing to extract structured data from complex documents, ensuring clean, AI-ready content. Mixedbread is built for scale, handling billions of queries per day with low latency and high success rates, and offers full observability for performance monitoring. It aims to reduce downstream LLM calls by approximately 21%, cutting costs and latency while maintaining quality, and provides trustworthy references with higher citation precision.

Best used for

Ideal for developers who need to integrate advanced search capabilities into their AI applications, process diverse data formats like PDFs and videos, and provide accurate context for LLMs. Especially valuable for building RAG systems, enterprise search solutions, and e-commerce platforms that require high-quality, scalable, and multimodal information retrieval.

Common actions

integrate search API

process unstructured data

enhance AI context

build RAG applications

manage knowledge bases

Capabilities

Key features

Multimodal search API
Multilingual data support
Automatic document parsing
Advanced retrieval models
Scalable query infrastructure
Reduced LLM calls
High citation precision

Target Audience

developer

Integrations

slackdiscordclaude-codecursorcodexgemini-cli

Pricing & Plans

Freemium · Paid · Enterprise · Usage-based

Not publicly disclosed. Check mixedbread.com for current pricing.

FAQs

What types of data can Mixedbread process and search?

Mixedbread can process and search a wide variety of data formats, including PDFs, images, documents, code, audio, and video. It automatically understands and processes this data using its own models, making it discoverable and understandable for AI applications.

Does Mixedbread offer a free plan for testing?

Yes, Mixedbread offers a free Basic plan that includes 3 workspace users, 3 stores, and included monthly usage for ingestion, queries, and parsing. This tier is designed for building proof-of-concepts without requiring a credit card.

How does Mixedbread improve AI accuracy and reduce costs?

Mixedbread optimizes AI accuracy through advanced retrieval research, leading to higher answer accuracy and approximately 12% higher citation precision for AI. It also reduces downstream LLM calls by about 21%, which helps cut costs and latency while maintaining quality.

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Coding & Development › Code Assistants Productivity & Business › File & Knowledge Org

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