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.
Presenter Bio
Jenna PedersonStaff Developer Advocate at Pinecone
Jenna is a software engineer turned developer advocate with two decades of experience in technology development and education. Previously, Jenna was Principal Developer Advocate at AWS. She's also been a founding member of several Minnesota tech communities, including 612 Software Foundry, WE* and Hack the Gap.
Roie Schwaber-CohenStaff Developer Advocate at Pinecone
Roie Schwaber-Cohen, Staff Developer Advocate, has an 18-year background in software development and architecture with a specialization in Big Data and AI. His areas of interest include agent interaction and reasoning. A significant part of his work involves bridging the gap between the Python and TypeScript/JavaScript worlds in the field of AI. As a developer advocate, he regularly shares his work through his articles and demos for Pinecone.
Away from work, Roie plays and composes music and hosts a book club focused on Marvin Minsky’s “The Society of Mind.”
