I roast coffee on the side and built a recommender (in a loose sense).<p>It's using Shopify's Hydrogen platform which uses Remix and GraphQL. The selections are used to query for tagged in-stock coffee and passes the results to OpenAI to pick one or generate a blend of coffee.<p>It's a RAG system without the vector DB.