linkfox-multimodal-extract-attributes

What problem does it solve?

Converts unstructured product image data into structured attribute data by analyzing main images with a multimodal AI, enabling scalable attribute extraction for catalog enrichment and listing optimization.

Core Features & Use Cases

• Analyze product main images (and optionally additional images) to extract visual dimensions such as color, material, shape, style, and listing-specific features.
• Return structured data as attributeName/attributeValue per product, with row expansion when multiple dimensions are extracted.
• Use in batch workflows across product catalogs to generate clean attribute datasets for search, filtering, and insights.

Quick Start

Provide a list of products with image URLs and a clear extraction prompt, then run the multimodal_extract_attributes.py script to obtain structured visual attributes.