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Create an n8n workflow that that downloads files via HTTP, uploads them to Pinecone Assistant, and enables you to chat with documents using OpenAI.

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1. Create an assistant

Create an assistant in the Pinecone console:
  • Name your assistant n8n-assistant.

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2. Install the Pinecone Assistant node

In your n8n account, install the Pinecone Assistant node using the nodes panel:
Restart your n8n workspace if the Pinecone Assistant node doesn’t appear in the nodes panel.

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3. Create a new workflow

Copy this workflow template URL: 
https://raw.githubusercontent.com/pinecone-io/n8n-templates/refs/heads/main/assistant-quickstart/assistant-quickstart.json
In your n8n account, create a new workflow and paste the URL anywhere in the workflow editor. Click Import to add the workflow.

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4. Add credentials

1

Authenticate with Pinecone

  • Use the Connect to Pinecone button in the node to connect to a new or existing Pinecone account:
2

Add your OpenAI credentials

  • In the OpenAI Chat Model node, select Credential to connect with > Create new credential and paste in your OpenAI API key.

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5. Execute the workflow

By default, the workflow downloads recent Pinecone release notes and uploads them to your assistant. Click Execute workflow to start uploading documents.
You can add your own files to the workflow by changing the URLs in the Set file urls node.

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4. Chat with your docs

Once the documents are uploaded, you can chat with your assistant. In the n8n workflow, use the Chat input node to ask questions like: 
What support does Pinecone have for MCP?

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Next steps

  • Customize the workflow for your own use case:
    • Change the urls in the Set file urls node to use your own files.
    • Customize the system message on the AI Agent node to indicate what kind of knowledge is stored in Pinecone Assistant.
    • To help manage token consumption, add the Top K and/or Snippet Size parameters to the Get context from Assistant node.
    • Filter the context snippets even further by adding metadata filters to the Get context from Assistant node.
  • Use n8n, Pinecone Assistant, and OpenAI to chat with your Google Drive documents.
  • Learn more about Pinecone Assistant.
  • Get help in the Pinecone Discord community.