Pinecone is a vector database with broad functionality.
Installation and Setup
Install the Python SDK:
pip install pinecone-client
There exists a wrapper around Pinecone indexes, allowing you to use it as a vectorstore, whether for semantic search or example selection.
from langchain_pinecone import PineconeVectorStore
For a more detailed walkthrough of the Pinecone vectorstore, see this notebook