RAG for the Parts of Commerce That Change Every Hour
Retrieval-Augmented Generation is still the right tool for large, fast-moving knowledge. Here is where it earns its place in an e-commerce architecture, and where it does not.
2 min read
Your Catalog Is Not a Pile of Documents
A follow-up to architecting commerce for AI agents. Once an agent can reach your store, something has to decide what comes back — and the standard chunk-embed-search pipeline quietly breaks on every one of the four retrieval problems commerce actually has.
11 min read