> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Cohere

> Parameter reference for CohereEmbedder: model ID, input type, embedding types, and batching options.

Cohere Embedder embeds documents using Cohere's embedding models.

<Warning>
  `dimensions` is the vector width Agno expects. It is not sent to Cohere and does not change the model's output width. The default `embed-english-v3.0` model returns 1024 dimensions, while `CohereEmbedder` inherits a default of `1536`. Set `dimensions=1024` when using the default model.
</Warning>

<Snippet file="embedder-cohere-reference.mdx" />