DreamLens AI is a RAG-powered dream interpretation application that uses a curated psychology book library to generate grounded, source-based interpretations. Users describe their dreams, the system retrieves relevant passages using vector search, and an LLM generates responses based on those sources with book, author, and page citations. The platform also includes PDF ingestion, embeddings, query logging, and an admin dashboard for managing the knowledge base.