https://subhajai.benchadhikul.com/tags/retrieval/Recent content in Retrieval on Subhajai BenchadhikulHugoen-usFri, 02 Oct 2026 09:00:00 +0700https://subhajai.benchadhikul.com/posts/2026-10-02-rag-for-the-parts-of-commerce-that-change/Fri, 02 Oct 2026 09:00:00 +0700https://subhajai.benchadhikul.com/posts/2026-10-02-rag-for-the-parts-of-commerce-that-change/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.https://subhajai.benchadhikul.com/posts/2026-09-12-your-catalog-is-not-a-pile-of-documents/Sat, 12 Sep 2026 07:00:00 +0700https://subhajai.benchadhikul.com/posts/2026-09-12-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.