Build a multi-assistant workflow with Pinecone Assistant in n8n

An n8n workflow using multiple, specialized knowledge bases because sometimes you need knowledge isolation between clients, locations, or even products in your RAG workflows.

Build a multi-assistant workflow with Pinecone Assistant in n8n

I built an n8n workflow that shows a simple way to use multiple, specialized knowledge bases because sometimes you need knowledge isolation between clients, locations, or even products in your RAG workflows.

Imagine you manage three vacation rental properties. A guest at one of your properties texts asking how to turn on the heat, but you accidentally send them instructions for your other property's completely different thermostat. You look unprofessional, your guest is confused, and now they are cold.

To handle this, we can use multiple specialized Pinecone Assistants in an n8n workflow.

Here's how it works:

  1. Guest sends a question via text/email
  2. Router identifies which property they're asking about
  3. Query gets routed to that property's dedicated assistant
  4. Assistant retrieves the answer from that property's knowledge base (house manual, appliance guides, local recs, WiFi codes)
  5. Guest gets the RIGHT answer for THEIR property

Each property has its own Pinecone Assistant node with its own knowledge base. No mixing. No confusion. No wrong answers.

You need separate assistants when knowledge bases can't be combined:

  • Multiple vacation properties (different rules, amenities, locations)
  • Multi-location franchises (different staff, vendors, local procedures)
  • Agency managing multiple clients (confidential, distinct brand voices)
  • Any scenario where "close enough" isn't good enough

Copy this url (or the raw json), paste it into a new n8n workflow, and adapt this pattern for your own use case: https://github.com/pinecone-io/n8n-templates/blob/main/vacation-rental-property-manager-assistants/vacation-rental-property-manager-assistants.json

What would you build with this?

Ready for more?

I hope this has been helpful. If it has, please share this with your friends 👯 or drop a comment below 💬. And if you're ready to learn more about building AI workflows in n8n or have suggestions on content that would help you, let me know.

Stay tuned here for more updates or follow along with me on Instagram or LinkedIn where I share short bits of what I'm working on and learning as I go.

Get the goods. In your inbox. Very very infrequently.