About this workflow:

Image search via chat makes finding visual content particularly easy and intuitive. Users upload an image and the chatbot processes it in the background. This provides a quick way to find matching or similar images without having to click through filters or categories. The results are displayed directly in the chat, enabling a seamless, inspiring search experience.‍

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How it works:

1. User uploads an image in the chat

The image serves as the starting point for the search.

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2. The request is forwarded via API

The image is sent to the vviinn platform via the interface.

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3. The image is analysed

Visual features are automatically recognised and translated into a structured search query.

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4. Relevant results are found

Similar images are intelligently prioritised and returned.

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5. Real-time response generation

The results appear quickly, accurately and clearly in a slider.

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