> ## 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.

# SentenceTransformerEmbeddings

> Embed text using SentenceTransformer embedding models

Embeddings are handled by the `SentenceTransformer` class, which is a wrapper around the `sentence-transformers` library.

## Installation

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

## Usage

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

embeddings = SentenceTransformerEmbeddings("all-MiniLM-L6-v2")
```