Overview
FindYourBestBook.com is an interactive book discovery website powered by Amazon Editors that helps readers find personalized book recommendations through a quick “Reader Persona” quiz. The platform matches users with curated fiction and nonfiction picks based on their reading tastes, habits, and interests, making it easier to discover new books and trending releases.
Dev
The System Design I came up with is a RAG application and a vector database upserted with tens of thousands of book reviews, descriptions, and metas. It has an internal administrative panel for processing and upserting books to the database with logs and reset capability.
The book matching is not only organic, but also implemented direct metadata matching, where the visitor create a subset of profile properties during the quiz.
An evaluation layer was also created for scoring agentic responses.