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langchain/docs/integrations/pinecone.md
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docs ecosystem/integrations update 4 (#5590) 
# docs `ecosystem/integrations` update 4

Added missed integrations. Fixed inconsistencies. 

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Pinecone

This page covers how to use the Pinecone ecosystem within LangChain. It is broken into two parts: installation and setup, and then references to specific Pinecone wrappers.

Installation and Setup

Install the Python SDK:

pip install pinecone-client

Vectorstore

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

from langchain.vectorstores import Pinecone

For a more detailed walkthrough of the Pinecone vectorstore, see this notebook