diff --git a/libs/partners/pinecone/README.md b/libs/partners/pinecone/README.md
index 00298ffa002..2141f74ce5b 100644
--- a/libs/partners/pinecone/README.md
+++ b/libs/partners/pinecone/README.md
@@ -15,12 +15,12 @@ And you should configure credentials by setting the following environment variab
 
 ## Usage
 
-The `Pinecone` class exposes the connection to the Pinecone vector store.
+The `PineconeVectorStore` class exposes the connection to the Pinecone vector store.
 
 ```python
 from langchain_pinecone import PineconeVectorStore
 
 embeddings = ... # use a LangChain Embeddings class
 
-vectorstore = Pinecone(embeddings=embeddings)
+vectorstore = PineconeVectorStore(embeddings=embeddings)
 ```