Pinecone
Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database.
Prerequisite
Register an account for Pinecone
Click Create index

Fill in required fields:
Index Name, name of the index to be created. (e.g. "test")
Dimensions, size of the vectors to be inserted in the index. (e.g. 1536)

Click Create Index
Setup
Get/Create your API Key

Add a new Pinecone node to canvas and fill in the parameters:
Pinecone Index
Pinecone namespace (optional)

Create new Pinecone credential -> Fill in API Key

Add additional nodes to canvas and start the upsert process
Document can be connected with any node under Document Loader category
- **Embeddings** can be connected with any node under [**Embeddings** ](../embeddings/)category


Verify on Pinecone dashboard that data has been successfully upserted:

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