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docs: providers pinecone fix (langchain-ai#19737)
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Current providers page use link to the old package.
- Fixed installation instructions
- Added a reference to the Pinecone retriever
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leo-gan authored Mar 29, 2024
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25 changes: 24 additions & 1 deletion docs/docs/integrations/providers/pinecone.mdx
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Install the Python SDK:

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


Expand All @@ -22,3 +22,26 @@ from langchain_pinecone import PineconeVectorStore
```

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

## Retrievers

### Pinecone Hybrid Search

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

```python
from langchain_community.retrievers import (
PineconeHybridSearchRetriever,
)
```

For more detailed information, see [this notebook](/docs/integrations/retrievers/pinecone_hybrid_search).


### Self Query retriever

Pinecone vector store can be used as a retriever for self-querying.

For more detailed information, see [this notebook](/docs/integrations/retrievers/self_query/pinecone).

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