langchain/libs/partners/pinecone/README.md

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# langchain-pinecone
This package contains the LangChain integration with Pinecone.
## Installation
```bash
pip install -U langchain-pinecone
```
And you should configure credentials by setting the following environment variables:
- `PINECONE_API_KEY`
- `PINECONE_INDEX_NAME`
- `PINECONE_ENVIRONMENT`
## Usage
The `Pinecone` class exposes the connection to the Pinecone vector store.
```python
from langchain_pinecone import Pinecone
embeddings = ... # use a LangChain Embeddings class
vectorstore = Pinecone(embeddings=embeddings)
```