Almost every company is integrating GenAI into its products. In this shot we explored one way to use LLMs and implement RAG for a real-world use case - tackling an actual challenge from Wix! We tackled Wix’s home assignment, which reflects a real challenge their team faces. These are the kinds of challenges you might encounter in take-home assignments when interviewing at top companies, so understanding how to approach them, and picking up valuable tips, can give you an edge! Specifically, we started with an embedding similarity retriever as a baseline and then enhanced our solution with a unique approach - generating multiple summaries of a given article and embedding them instead of embedding the article directly. Oh, and if you're job hunting, Wix has some exciting open positions: 💥 Senior AI Research Engineer https://careers.wix.com/position/oracle-27437cb5-a4e9-51f1-8b66-a7418dfa09ec-T1739959090-744000044295069 💥 Senior Data Scientist - AI Chatbot https://careers.wix.com/position/oracle-45c1fb03-10e2-5ed3-a633-315aa24c3e7e-T1738299353-744000043704295