Intelligence · Component · image-text-product-search

Image and text product similarity search

Working Synthetic data T2 · Vector Space & Ranking

What it does

Search one shared vector space with separate image/text thresholds, categorize same/similar results and filter by category or volume.

Core pattern

Shared image-text retrieval + similarity tiers and attribute filters

Input
Product photo or natural-language query
Output
Ranked matches, similarity tiers, supplier cost and timing

Key parameters

Key parameters are not published for this component yet.

Maturity and limits

Working

Image/text/similar-product HTTP endpoints, calibrated threshold logic and benchmark tooling. Static source inspection only; no runtime, provider, deployment or test-pass claim.

No root reuse license found; Open Food Facts data/images and SigLIP weights have separate terms; supplier prices and ownership flags are synthetic demo data. Similar packaging sizes can be confused; same tier is similarity, not verified SKU identity.

Industry tags

  • Retail & ecommerceSource-supported industry

    For work involving products, customers and fulfillment, use shared image-text retrieval followed by similarity tiers and attribute filters.

  • Manufacturing & industryTransferable use

    For unified lookup of spare-part catalogs and equipment records, use shared image-text retrieval followed by similarity tiers and attribute filters.

Skills pack

Reference pack with offline tests

Download · 48KB

SHA-256 f7b08e5384726a94c50066c430bd5f3ac47e150263ebadea21852cde5a41c531

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