# AutoEmbeddings

> **Class** in `langchain_mongodb`

📖 [View in docs](https://reference.langchain.com/python/langchain-mongodb/embeddings/AutoEmbeddings)

## Signature

```python
AutoEmbeddings(
    self,
    model: str,
)
```

## Extends

- `Embeddings`

## Constructors

```python
__init__(
    self,
    model: str,
)
```

| Name | Type |
|------|------|
| `model` | `str` |


## Properties

- `model`

## Methods

- [`embed_documents()`](https://reference.langchain.com/python/langchain-mongodb/embeddings/AutoEmbeddings/embed_documents)
- [`embed_query()`](https://reference.langchain.com/python/langchain-mongodb/embeddings/AutoEmbeddings/embed_query)

---

[View source on GitHub](https://github.com/langchain-ai/langchain-mongodb/blob/ad9050c28e092b335dcb846f77c0ec2245553f79/libs/langchain-mongodb/langchain_mongodb/embeddings.py#L6)