Embed 4
Awaiting activationAn established enterprise embedding option for multilingual information retrieval.
What it does
Cohere Embed 4 represents business information for search, classification and matching. Its original capabilities include text and images, including content-rich document pages, with a long source context.
embeddings.app integrates the text path, with query and document modes and a choice of output dimensions. It is especially useful to understand as an established Cohere generation when an existing search application or evaluation depends on Embed 4 vectors.
Where it helps
Enterprise search
Find relevant text passages across a business knowledge collection.
Customer support
Retrieve the reference material needed to answer a question.
Existing Cohere indexes
Keep an application aligned with its stored Embed 4 document vectors.
When to choose it
Consider it if you already have an Embed 4 index or want a baseline against Cohere’s newer generation. For a new project, compare it with Embed 5 Pro before settling on a model.
Awaiting provider activation and verified account pricing. Images and mixed-media documents are original model capabilities, but this service currently exposes text input only.
Official sources
Paraphrased from the provider’s documentation and original model information. Selection advice is our editorial guidance.
Cohere · Embed models ↗Cohere · Embeddings guide ↗Reviewed October 3, 2026