Session Trace

Input

{
  "query": "30만원 이하 캐주얼 선글라스, 동그란 얼굴형 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='4f8a50f0-58a8-41db-9984-b2c31d265d6b')]}, goto='recommendation_agent')

Input

{
  "mood": "Casual",
  "face_shape": "Round",
  "product_type": "sunglasses",
  "occasion": "Daily"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Casual', 'occasion': 'Daily'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Casual', 'occasion': 'Daily'}", tool_call_id='e4a0eb59-45e9-4b15-a9db-12a31297dead')]})

Input

{
  "vector_content": "mood: Casual, occasion: Daily",
  "shape_name": "Square",
  "price_max": 300,
  "seo_category": "sunglasses",
  "face_shape": "Round"
}

Output

Command(update={'products': [{"name":"Gamot 02(GR)","sku":"0P0M4JBBNF0QH","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/1e425d4d-0cb2-4f52-8905-e31336d8c801/11005026_FRONT.jpg","price":295.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Metal","lens_color_name":"Green","frame_color_name":"Silver","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Sophisticated"],"gender_fit":["Unisex"],"similarity":0.79}, {"name":"Heavenly B3","sku":"0NA26NCNH71F7","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/743d118c-c5d8-4359-87aa-329cc5957715/11004937_FRONT.jpg","price":285.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Metal","lens_color_name":"Brown","frame_color_name":"Blue","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minim

Input

{
  "price_max": 240,
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='6af1eb39-5974-4b65-a50e-13e47c5a30a6')]})

Input

{
  "vector_content": "mood: Casual, occasion: Daily",
  "price_max": 260,
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"Moody 02(BR)","sku":"0NA26NCCD71BS","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/741287aa-da01-4c4e-86a7-94ba0ca61fcc/11004943_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Oval","material_name":"Mixed","lens_color_name":"Brown","frame_color_name":"Similar Silver","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square"],"style":["Minimal","Classic"],"occasion":["Daily","Work","Travel"],"mood":["Classic","Elegant","Modern"],"gender_fit":["Unisex"],"similarity":0.8}, {"name":"Noho 01","sku":"0P0M4JBKSF0QJ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/9fb93291-c1e0-40a7-9a1c-12d4ab7f58db/11004996_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square","Oblong"],"style":["Classic","V

Input

{
  "selected_skus": "188RXZEWEXLT3,0NA26NCRX71BX,0NA26NCKS719J"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Halo G18', 'sku': '0NA26NCKS719J', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/74a36efc-5c9a-4b77-aaed-a51530ec0e10/11004902_FRONT.jpg'}, {'name': 'Lilit 01(BR)', 'sku': '188RXZEWEXLT3', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/188RXZEWEXLT3/188RXZEWEXLT3_FRONT.jpg'}, {'name': 'Panini BRC5', 'sku': '0NA26NCRX71BX', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/4e9c932f-b79c-46ea-b682-abae9342744b/11004925_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCKS719J, 188RXZEWEXLT3, 0NA26NCRX71BX', tool_call_id='64f154ac-8b89-45bb-a020-6dc04569faaa')]})