docs: providers pinecone fix (#19737)

Current providers page use link to the old package.
- Fixed installation instructions
- Added a reference to the Pinecone retriever
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Leonid Ganeline 2024-03-29 05:30:30 -07:00 committed by GitHub
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@ -8,7 +8,7 @@
Install the Python SDK:
```bash
pip install pinecone-client
pip install langchain-pinecone
```
@ -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).