
        WITH top_candidates AS (
            SELECT /*+ SET_VAR(ann_params='{"ef_search":64}') */
                internal_ref_code,
                product_color_code,
                approx_cosine_similarity(vector, 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as similarity_score
            FROM shared_source.magento_product_dimension_with_text_embedding__tmp
            ORDER BY similarity_score DESC
            LIMIT 100
        )
        SELECT
            t1.internal_ref_code,
            ANY_VALUE(t2.product_name) as product_name,
            ANY_VALUE(t2.sale_price) as sale_price,
            ANY_VALUE(t2.original_price) as original_price,
            GROUP_CONCAT(DISTINCT t2.master_color ORDER BY t2.master_color SEPARATOR ', ') as available_colors,
            ANY_VALUE(t2.product_image_url) as product_image_url,
            ANY_VALUE(t2.product_image_url_thumbnail) as product_image_url_thumbnail,
            ANY_VALUE(t2.product_web_url) as product_web_url,
            ANY_VALUE(t2.description_text) as description_text,
            ANY_VALUE(t2.material) as material,
            ANY_VALUE(t2.material_group) as material_group,
            ANY_VALUE(t2.gender_by_product) as gender_by_product,
            ANY_VALUE(t2.age_by_product) as age_by_product,
            ANY_VALUE(t2.season) as season,
            ANY_VALUE(t2.style) as style,
            ANY_VALUE(t2.fitting) as fitting,
            ANY_VALUE(t2.form_neckline) as form_neckline,
            ANY_VALUE(t2.form_sleeve) as form_sleeve,
            ANY_VALUE(t2.product_line_vn) as product_line_vn,
            MAX(t1.similarity_score) as max_score
        FROM top_candidates t1
        JOIN shared_source.magento_product_dimension_with_text_embedding__tmp t2
            ON t1.internal_ref_code = t2.internal_ref_code 
            AND t1.product_color_code = t2.product_color_code
        WHERE t2.sale_price <= 400000.0
        GROUP BY t1.internal_ref_code
        ORDER BY max_score DESC
        LIMIT 10
        