Enhancing Real-Time User Experience: Insights from Shopper’s Concierge Multi-Agent Architecture Demo by Kaz Sato at Google Cloud
In this article, Kaz Sato shares insights from creating an AI product search demo called Shopper’s Concierge, utilizing a multi-agent design. Initially, he attempted to use a single agent for everything, but faced issues like slow response times, complex prompts, and difficulties in debugging. By redesigning the system to employ two distinct agents—a lightweight UI ...