Production RAG chatbot built on your docs (policies, playbooks, ops, admin). Semantic search over indexed chunks, source citations on every answer, streaming UX, multi-persona architecture (e.g. Customer / Concierge / Brand Partner). Replaces manual doc-hunting with instant, grounded answers. Built on Next.js 15, TypeScript, OpenAI, Pinecone, Vercel AI SDK.