# VectorSearchVectorStoreDatastore

> **Class** in `langchain_google_vertexai`

📖 [View in docs](https://reference.langchain.com/python/langchain-google-vertexai/vectorstores/vectorstores/VectorSearchVectorStoreDatastore)

VectorSearch with DataStore document storage.

## Signature

```python
VectorSearchVectorStoreDatastore(
    self,
    searcher: Searcher,
    document_storage: DocumentStorage,
    embeddings: Embeddings | None = None,
)
```

## Extends

- `_BaseVertexAIVectorStore`

## Methods

- [`from_components()`](https://reference.langchain.com/python/langchain-google-vertexai/vectorstores/vectorstores/VectorSearchVectorStoreDatastore/from_components)

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[View source on GitHub](https://github.com/langchain-ai/langchain-google/blob/982e4015b249de8b9ba1e787746d8cc1f6d6b790/libs/vertexai/langchain_google_vertexai/vectorstores/vectorstores.py#L822)