# OpenVINOEmbeddings

> **Class** in `langchain_community`

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

OpenVINO embedding models.

## Signature

```python
OpenVINOEmbeddings(
    self,
    **kwargs: Any = {},
)
```

## Description

**Example:**

.. code-block:: python

from langchain_community.embeddings import OpenVINOEmbeddings

model_name = "sentence-transformers/all-mpnet-base-v2"
model_kwargs = {'device': 'CPU'}
encode_kwargs = {'normalize_embeddings': True}
ov = OpenVINOEmbeddings(
    model_name_or_path=model_name,
    model_kwargs=model_kwargs,
    encode_kwargs=encode_kwargs
)

## Extends

- `BaseModel`
- `Embeddings`

## Constructors

```python
__init__(
    self,
    **kwargs: Any = {},
)
```


## Properties

- `ov_model`
- `tokenizer`
- `model_name_or_path`
- `model_kwargs`
- `encode_kwargs`
- `show_progress`
- `model_config`

## Methods

- [`encode()`](https://reference.langchain.com/python/langchain-community/embeddings/openvino/OpenVINOEmbeddings/encode)
- [`embed_documents()`](https://reference.langchain.com/python/langchain-community/embeddings/openvino/OpenVINOEmbeddings/embed_documents)
- [`embed_query()`](https://reference.langchain.com/python/langchain-community/embeddings/openvino/OpenVINOEmbeddings/embed_query)
- [`save_model()`](https://reference.langchain.com/python/langchain-community/embeddings/openvino/OpenVINOEmbeddings/save_model)

---

[View source on GitHub](https://github.com/langchain-ai/langchain-community/blob/a6a6079511ac8a5c1293337f88096b8641562e77/libs/community/langchain_community/embeddings/openvino.py#L16)