SouqLens

Search products in English, Arabic or with a reference photo.

18 products indexed. Semantic requests use shared GPU resources on ZeroGPU and can queue.

Description · English or Arabic

Reference photo (optional)

Retrieval method

Minimum price QAR

Maximum price QAR

Category

In-stock products only

Apply trained reranker

Results

1 20

Search status

Matched products

Ranking details

Ranking details

Product embeddings are prepared offline. This demo encodes queries at request time. Price and stock are explicit metadata filters; image/text similarity does not guarantee a match.