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    Semantic Search

    Filtered Attribute Search

    Semantic search with attribute filtering and custom sorting. Perfect for e-commerce where users filter by price, category, or date.

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    Pipeline Stages

    1
    semantic_search
    filter
    feature_search
    View parameters
    {
      "searches": [
        {
          "feature_uri": "mixpeek://multimodal_extractor@v1/vertex_multimodal_embedding",
          "query": {
            "input_mode": "text",
            "value": "{{INPUT.query}}"
          },
          "top_k": 100
        }
      ],
      "final_top_k": 50
    }
    2
    attribute_filter
    filter
    attribute_filter
    View parameters
    {
      "filters": {
        "AND": [
          {
            "field": "metadata.category",
            "operator": "eq",
            "value": "{{INPUT.category}}"
          }
        ]
      }
    }
    3
    sort_by_attribute
    sort
    sort_attribute
    View parameters
    {
      "field": "{{INPUT.sort_field}}",
      "order": "{{INPUT.sort_order}}"
    }

    Input Schema

    query
    text
    required

    Search query

    category
    string

    Category to filter by

    sort_field
    string

    Field to sort by (e.g., metadata.price)

    sort_order
    string

    Sort order (asc or desc)

    Use Cases

    • E-commerce product filtering
    • Catalog search with facets
    • Price/date sorted results
    • Category-based filtering

    Requirements

    • Collection must have the filterable attributes indexed

    Tags

    filtering
    sorting
    attributes
    ecommerce

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