NEWVectors or files. Pick a path.Start →

    Hybrid Catalog Search

    Cross-collection hybrid search over the product bucket: SigLIP text-to-image over product-images fused (RRF) with E5 text over product-text, then each product enriched with its tier-1 structured attribute analysis. One query, two modalities, three collections.

    sample-hybrid-catalog

    Feature Extractors

    AI models used for embeddings

    image_extractor

    AI embedding model

    text_extractor

    AI embedding model

    Retriever Pipeline

    Stages in the retrieval pipeline

    1

    hybrid_search

    filter

    2

    attribute_layer

    apply

    About This Retriever

    Public Name:sample-hybrid-catalog
    Extractors:

    2 AI models

    Pipeline Stages:

    2 stages

    Try This Retriever

    Experience the live demo and explore multimodal search capabilities