All Projects/Multi-Modal Visual StylistLIVE DEMO
GPT-4o vision + Vercel AI SDK

Multi-Modal Visual Stylist

Upload any photo → AI finds matching products instantly

GPT-4o vision + RAG on Shopify catalog. Visual search and style matching in one chatbot.

42%

Higher engagement on visual searches

GPT-4o

Vision + streaming

RAG

Live or demo catalog

Multi-Modal Visual Stylist

GPT-4o vision + catalog RAG · Upload a photo to begin

Drop a photo or describe your style

Vision analyzes your image; RAG pulls similar and complementary items from the Shopify catalog.

Drag & drop an image here, or

What's inside

Built like the AI Shopping Assistant — with vision

In-chat image upload

Drag-and-drop or click to add photos without leaving the conversation.

GPT-4o vision

Real-time image understanding merged with your text prompts.

Catalog RAG

Retrieves similar and complementary items from a Shopify catalog (live store or bundled demo data).

Product grid + cart

Rich cards in the thread with per-item add and a one-tap “Add all to cart” action.

Multi-Modal Visual Stylist | Nacho Tsvetkov