langchain/docs/integrations/vespa.md

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# Vespa
>[Vespa](https://vespa.ai/) is a fully featured search engine and vector database.
> It supports vector search (ANN), lexical search, and search in structured data, all in the same query.
## Installation and Setup
```bash
pip install pyvespa
```
## Retriever
See a [usage example](../modules/indexes/retrievers/examples/vespa.ipynb).
```python
from langchain.retrievers import VespaRetriever
```