Optimization is divided into four layers: RU optimization (index strategy, partition model, and query patterns at the Cosmos DB layer), retrieval optimization (tuning vector search and hybrid search), memory optimization (retaining only key information through summarization and compression to reduce the number of round trips to the database), and LLM layer optimization (more compact prompts, smaller context windows, and fewer model calls to reduce token consumption).