> ## 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.

# JinaEmbeddings

> JinaEmbeddings is a utility for embedding chunks.

JinaEmbeddings is a utility class to use JinaAI's API for Chonkie's semantic chunking.

## Installation

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

```bash theme={"system"}
pip install "chonkie[jina]"
```

## Usage

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

# Initialize the Jina embeddings
embeddings = JinaEmbeddings()

# Initialize the semantic chunker
chunker = SemanticChunker(embeddings)

# Chunk the text
text = ... # Your text string

# CHONK!
chunks = chunker(text)
```