---
canonical: "https://www.softatlas.io/cohere/products/embed"
name: "Embed"
provider: "Cohere"
category: "Artificial Intelligence / AI Assistants / Copilots / Search Assistants"
review_count: 0
ai_powered: false
website: "https://cohere.ai/embed"
updated: "2026-07-12"
---

# Embed

By [Cohere](/cohere.md)

A leading multimodal search and retrieval tool that captures text meaning for accurate document comparison and efficient retrieval.

## Features
- Transform text and images into embeddings for semantic retrieval
- Retrieve relevant content across multilingual and multimodal data
- Generate embeddings for mixed-modality documents containing text, graphs, and tables
- Map visual assets and written content into the same embedding space
- Compress embeddings by up to 96% without sacrificing quality
- Deploy in virtual private cloud or on-premises for secure data handling
- Deliver accurate results across noisy, fragmented, or domain-specific data
- Support AI agents in retrieving data for reasoning and tool use

## Built for
DEVELOPERS, OPERATIONS, EXECUTIVES

Source: https://www.softatlas.io/cohere/products/embed