Intelligence · Component · image-text-product-search
Image and text product similarity search
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
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.
Used in pipelines
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 · 48KBSHA-256 f7b08e5384726a94c50066c430bd5f3ac47e150263ebadea21852cde5a41c531
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