Session Trace

Input

{
  "query": "Plot 01이랑 비슷한 선글라스 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='99f72300-7e37-46e0-8a05-666a314c1afa')]}, goto='recommendation_agent')

Input

{
  "product_names": "Plot 01"
}

Output

Command(update={'products': [{"name":"Pino 01","sku":"P8NFEVNP7DHU","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/P8NFEVNP7DHU/P8NFEVNP7DHU_FRONT.jpg","price":245.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"]}, {"name":"Kant 01","sku":"0MKYDKCKKG25Q","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/ea69ad1b-f518-44e6-89ec-0e772c3f2b4e/11004760_FRONT.jpg","price":340.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Travel"],"mood":["Mod

Input

{
  "product_names": "Plot"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found for: Plot', tool_call_id='d67a6834-4127-405b-b0b8-6a38e0177a99')]})

Input

{
  "category": "sunglasses",
  "rule_type": "new_arrival"
}

Output

Command(update={'products': [{"name":"Ora 01","sku":"0P0M4JB5NF0ND","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/37141236-0678-44ea-99e9-0cd48e7ba304/11005030_FRONT.jpg","price":305.0,"seo_category":"sunglasses","shape_name":"Oval","material_name":"Mixed","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"Crepe 01","sku":"0P0M4JB81F0KW","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/0cd12f20-b3cd-495a-a498-7c2543b4ebfc/11004961_FRONT.jpg","price":305.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Mixed","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"Crepe L2","sku":"0P0M4JB8SF0QN","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/04c4826f-943d-4366-b267-6570fe9c5

Input

{
  "category": "sunglasses",
  "rule_type": "popular"
}

Output

Command(update={'products': [{"name":"Rococo 01","sku":"1BZJQXA73TJ6L","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_FRONT.jpg","price":305.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"Duns 01","sku":"10S4IJHEFGR2A","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/3c0dbc33-811f-49cc-b099-418243894828/10S4IJHEFGR2A_FRONT.jpg","price":315.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"New Her 01","sku":"1F68QMBJNI7MW","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/2bf47173-9680-4ac9-b218-18073c3757f7/110

Input

{
  "category": "sunglasses",
  "rule_type": "collection",
  "collection_name": "2024 Collection"
}

Output

Command(update={'products': [{"name":"New Born G3","sku":"QRCPHV9EX8FB","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/QRCPHV9EX8FB/QRCPHV9EX8FB_FRONT.jpg","price":245.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Gray","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"Dear NC2","sku":"NPY5BW2425C1","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW2425C1/NPY5BW2425C1_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Blue","frame_color_name":"Blue","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"New Born BRC9","sku":"QRCPHV9E2KN8","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/QRCPHV9E2KN8/QRCPHV9E2KN8_FRONT.jpg","price":245.0,"seo_category":"sunglasses","

Input

{
  "material_name": "Acetate",
  "vector_content": "mood: Bold Modern, style: Contemporary, occasion: Daily",
  "shape_name": "Square",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"Hesse BRC13","sku":"0MKYDKCHFG256","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e7f05c19-17d9-477f-98ae-c73785eeda67/11004739_FRONT.jpg","price":295.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Brown","frame_color_name":"Brown","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.81}, {"name":"Dust Musk 01","sku":"0P0M4JBQDF0M0","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d2aa319a-c978-4422-b730-6aca257250f4/11004989_FRONT.jpg","price":275.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","

Input

{
  "selected_skus": "P8NFEVNP7DHU,0P0M4JBQDF0M0,N28KLVWRTWZM"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dust Musk 01', 'sku': '0P0M4JBQDF0M0', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d2aa319a-c978-4422-b730-6aca257250f4/11004989_FRONT.jpg'}, {'name': 'Lilit 01', 'sku': 'N28KLVWRTWZM', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/N28KLVWRTWZM/N28KLVWRTWZM_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0P0M4JBQDF0M0, N28KLVWRTWZM', tool_call_id='460f997c-7242-447f-8d61-51c43dca5fd4')]})

Input

{
  "selected_skus": "P8NFEVNP7DHU,0P0M4JBQDF0M0,N28KLVWRTWZM"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dust Musk 01', 'sku': '0P0M4JBQDF0M0', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d2aa319a-c978-4422-b730-6aca257250f4/11004989_FRONT.jpg'}, {'name': 'Lilit 01', 'sku': 'N28KLVWRTWZM', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/N28KLVWRTWZM/N28KLVWRTWZM_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0P0M4JBQDF0M0, N28KLVWRTWZM', tool_call_id='0430f49f-9bfa-406e-9d0c-d8ca8e23afb9')]})

Input

{
  "selected_skus": "0P0M4JBQDF0M0,N28KLVWRTWZM,0P0M4JBD5F0JC"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dust Musk 01', 'sku': '0P0M4JBQDF0M0', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d2aa319a-c978-4422-b730-6aca257250f4/11004989_FRONT.jpg'}, {'name': 'Lilit 01', 'sku': 'N28KLVWRTWZM', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/N28KLVWRTWZM/N28KLVWRTWZM_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0P0M4JBQDF0M0, N28KLVWRTWZM', tool_call_id='ba036943-715a-48dd-ae96-5d28a60138e8')]})