Build a Customer Assistant AI with Multi-Domain RAG, n8n & Pinecone

Session Resources

Confidently wrong is worse than just wrong. When your AI searches one giant knowledge base for everything, it finds something—and serves it up like it's correct. That's not a model problem. That's a knowledge architecture problem.

In this hands-on session, Jenna Pederson and Roie Schwaber-Cohen from Pinecone's Developer Relations team, show you how to build a live n8n workflow that routes rental property guest queries to the right knowledge base automatically. It's a concrete demo of a pattern that applies anywhere you have different users or steps in a workflow that need different context.

Key Takeaways

• Learn what knowledge is, why it matters for AI, and where Pinecone fits in.
• Understand why specialized knowledge bases beat single-index RAG.
• Build a multi-domain query routing system in n8n with Pinecone Assistant.