Bria E-commerce — Product Catalog Builder

The full e-commerce product-catalog pipeline now lives in the bria-ai skill, alongside all other Bria image capabilities (generation, editing, background removal, upscaling, and more). This keeps one place to authenticate and one set of helpers to maintain.

Use the bria-ai skill for all product-catalog work. It contains:

• Batch catalog pipeline — build_catalog.py: a folder of raw product photos → per-product cutout, packshot, dimensions image, lifestyle scenes, and marketplace variants.
• Marketplace variants — export_variants.py + Marketplace Presets: Amazon / Shopify / Etsy specs (background, aspect ratio, product fill, min resolution).
• Product endpoints — cutout, packshot, shadow, lifestyle shot (by text or image), product integrate, and Amazon-style product dimensions images (with dual cm / in callouts, weight, and capacity).
• Listing copy scaffold — a listing.json per product for SEO title, description, bullets, and tags.

See the bria-ai skill's "Product Catalog Pipeline (batch)" section and its API Endpoints Reference for full details.

Related Skills

• bria-ai — the main skill; contains the full product-catalog pipeline and all image capabilities
• image-utils — Pillow-based resize/crop/composite (used by the variant exporter)