Kaspi-tabayik is an open image search tool for the kaspi.kz marketplace.
It enables powerful, AI-driven product search by image, making it easier to find similar or matching products directly from photographs or screenshots.
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Data Collection:
Product images and metadata are parsed directly from kaspi.kz. -
Embedding:
Images are processed and embedded using CLIP, a neural network model that connects vision and language. -
Vector Database:
The resulting embeddings—currently from about 30,000 products—are stored in Pinecone, providing fast and scalable vector similarity search.
More than 30,000 products have already been uploaded to the vector database.
The service enables fast, open image search within the Kaspi.kz product catalog.