Overview

Leverage Mixedbread's Embeddings API to access state-of-the-art models that convert text into powerful vector representations.

Introduction

The Mixedbread Embeddings API provides easy access to state-of-the-art models that transform your text into powerful embeddings. Generating high-quality embeddings is crucial for modern AI applications. But managing the models and infrastructure can be complex. Our API simplifies this, allowing you to integrate semantic understanding into your applications effortlessly.

Typical Workflow: Generating Embeddings

Format the text data you want to embed. Ensure text is clean and within model limits.

Call the API endpoint with your text and model choice.

Use the returned vectors in your downstream tasks.

Key Features

State-of-the-Art Models: Access powerful embedding models like mxbai-embed-large-v1.
Semantic Understanding: Generate vectors that capture deep contextual meaning.
Ease of Use: Simple API for seamless integration.
Managed Infrastructure: No need to host or manage complex embedding models.
Scalability & Performance: Optimized for speed and handling high volumes.
Batch Processing: Embed multiple texts efficiently in a single request.

Check out the Embeddings API for detailed endpoints and code examples.

Last updated: May 14, 2025