A deployed AI assistant that combines RAG over uploaded documents, tool use for live data, context window management, and streaming responses — with an eval suite that runs against the live endpoint, not just locally. Nothing new conceptually; the whole point is proving you can integrate everything from the 11 projects before this into one coherent, deployed system instead of 11 disconnected demos.