# NLPCloudEmbeddings

> **Class** in `langchain_community`

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

NLP Cloud embedding models.

To use, you should have the nlpcloud python package installed

## Signature

```python
NLPCloudEmbeddings(
    self,
    model_name: str = 'paraphrase-multilingual-mpnet-base-v2',
    gpu: bool = False,
    **kwargs: Any = {},
)
```

## Description

**Example:**

.. code-block:: python

from langchain_community.embeddings import NLPCloudEmbeddings

embeddings = NLPCloudEmbeddings()

## Extends

- `BaseModel`
- `Embeddings`

## Constructors

```python
__init__(
    self,
    model_name: str = 'paraphrase-multilingual-mpnet-base-v2',
    gpu: bool = False,
    **kwargs: Any = {},
) -> None
```

| Name | Type |
|------|------|
| `model_name` | `str` |
| `gpu` | `bool` |


## Properties

- `model_name`
- `gpu`
- `client`
- `model_config`

## Methods

- [`validate_environment()`](https://reference.langchain.com/python/langchain-community/embeddings/nlpcloud/NLPCloudEmbeddings/validate_environment)
- [`embed_documents()`](https://reference.langchain.com/python/langchain-community/embeddings/nlpcloud/NLPCloudEmbeddings/embed_documents)
- [`embed_query()`](https://reference.langchain.com/python/langchain-community/embeddings/nlpcloud/NLPCloudEmbeddings/embed_query)

---

[View source on GitHub](https://github.com/langchain-ai/langchain-community/blob/4b280287bd55b99b44db2dd849f02d66c89534d5/libs/community/langchain_community/embeddings/nlpcloud.py#L8)