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Integrations · Class

PineconeVectorStore

PineconeVectorStore connects LangChain to Pinecone. It stores document embeddings and supports adding, deleting, filtering, searching, and retriever use.

Last updated

Since
v0.2

Syntax

PineconeVectorStore(index: Optional[Any] = None, embedding: Optional[Embeddings] = None, text_key: Optional[str] = "text", ...)

In-depth API docs are only for subscribers: parameters, examples, common mistakes and interview practice.

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  • Pinecone
  • PineconeVectorStore
  • PineconeSparseVectorStore
  • OpenAIEmbeddings
  • ServerlessSpec
  • similarity_search
  • similarity_search_with_score
  • as_retriever

Source: PineconeVectorStore | langchain_pinecone | LangChain Reference. Checked 2026-11-03.