langchain/docs/extras/integrations/providers/pinecone.mdx

# Pinecone

>[Pinecone](https://docs.pinecone.io/docs/overview) is a vector database with broad functionality.


## Installation and Setup

Install the Python SDK:

```bash
pip install pinecone-client
```


## Vector store

There exists a wrapper around Pinecone indexes, allowing you to use it as a vectorstore,
whether for semantic search or example selection.

```python
from langchain.vectorstores import Pinecone
```

For a more detailed walkthrough of the Pinecone vectorstore, see [this notebook](/docs/integrations/vectorstores/pinecone.html)