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

# CohereEmbeddings

> Embed text using Cohere embeddings

Embeddings are handled by the `CohereEmbeddings` class, which is a wrapper around the Cohere API.

## Installation

Embeddings require the `cohere` library. See the [Installation Guide](/oss/installation) for more information.

## Usage

```python theme={"system"}
from chonkie import CohereEmbeddings

# Initialize Cohere embeddings
embeddings = CohereEmbeddings()

# Specify model and API key
embeddings = CohereEmbeddings(model="embed-english-light-v3.0", api_key="YOUR_API_KEY")
```

## Example

```python theme={"system"}
embeddings = CohereEmbeddings()
vectors = embeddings.embed("your text here")
# Or you can
vectors = embeddings.embed_batch(["text1", "text2"])
```