Lab

What it takes to build an agent that gives personalized advice.

Shoe fitting is a classic expert-advice problem - it requires gathering personal context (running style, terrain, injuries), reasoning over a product catalog, and making a personalized recommendation. The Commerce Recommendation Agent is a full build of that system using Google ADK and On's real product data.