Nano Banana's viral image generation dazzles with photorealistic outputs in seconds, but its true enterprise power emerges when paired with Milvus. We dissect how this duo creates scalable multimodal RAG systems that transform messy media libraries into dynamic, queryable assets for gaming, e-commerce, and beyond. Discover the code, the architecture, and why retrieval is the missing link for production-ready AI creativity.