Clueless

Clueless: The Multi-Modal Stylist Agent that shops your own closet. We all face "wardrobe paralysis"—staring at a full closet with "nothing to wear." Existing solutions are just static catalogs or basic body-shape classifiers. They lack the imagination to visualize how items fit together on you for specific occasions. Clueless is a generative stylist agent that solves this by bridging vision and creation. We use the Nano Banana Pro model to generate photorealistic "Try-On" visualizations, rendering the user wearing the suggested outfit with correct physics, lighting, and fit. Clueless creates a rich multi-modal loop: Input (Text + User Image + Wardrobe Images) → Reasoning (Gemini) → Visual Synthesis (Nano Banana Pro). It moves beyond text advice to visual proof. Tech Stack: Backend: NextJs + Google Gemini SDK Frontend: React + Vite (Tailwind CSS) with "Digital Vogue" aesthetic AI: Gemini 3 Pro (Vision/Reasoning) + Nano Banana Pro (Image Generation)