# JinaEmbeddings

> **Class** in `langchain_community`

📖 [View in docs](https://reference.langchain.com/python/langchain-community/embeddings/jina/JinaEmbeddings)

Jina embedding models.

## Signature

```python
JinaEmbeddings()
```

## Extends

- `BaseModel`
- `Embeddings`

## Properties

- `session`
- `model_name`
- `jina_api_key`
- `model_config`

## Methods

- [`validate_environment()`](https://reference.langchain.com/python/langchain-community/embeddings/jina/JinaEmbeddings/validate_environment)
- [`embed_documents()`](https://reference.langchain.com/python/langchain-community/embeddings/jina/JinaEmbeddings/embed_documents)
- [`embed_query()`](https://reference.langchain.com/python/langchain-community/embeddings/jina/JinaEmbeddings/embed_query)
- [`embed_images()`](https://reference.langchain.com/python/langchain-community/embeddings/jina/JinaEmbeddings/embed_images)

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[View source on GitHub](https://github.com/langchain-ai/langchain-community/blob/a6a6079511ac8a5c1293337f88096b8641562e77/libs/community/langchain_community/embeddings/jina.py#L42)