Part 2 expands the AI dream analysis engine by integrating GPT with Retrieval-Augmented Generation, embeddings, vector search, and structured prompts. The article shows how grounding LLMs in retrieved knowledge and returning structured JSON improves consistency, reduces hallucinations, and creates a more production-ready AI pipeline.