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-![Diagram](image.png)
+![Diagram](diagram.png)
 
  *Efficiently store multiple document embeddings and their metadata, whether they're offline or online, in a persistent Pinecone Vector Database optimized for Retrieval Augmented Generation (RAG) applications fast*
 ## Features