Session Trace

Input

{
  "query": "Lilit 01과 비슷한 미니멀 디자인의 옵티컬 추천 (좁은 얼굴형)"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='63677174-e99d-47b0-8e66-d678e3d59d39')]}, goto='recommendation_agent')

Input

{
  "style": "Minimal",
  "size_fit": "Narrow",
  "product_type": "optical"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'size_fit': 'Narrow', 'style': 'Minimal'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): occasion', tool_call_id='8aed27d5-c9cd-4a99-b60d-1e3f9f07795e')]})

Input

{
  "product_names": "Lilit 01"
}

Output

Command(update={'products': [{"name":"Lilit 01","sku":"N28KLVWRTWZM","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/N28KLVWRTWZM/N28KLVWRTWZM_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":"Lilit 01(BR)","sku":"188RXZEWEXLT3","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/188RXZEWEXLT3/188RXZEWEXLT3_FRONT.jpg","price":245.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Brown","frame_color_name":"Black","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal

Input

{
  "seo_category": "optical",
  "vector_content": "Minimal square acetate optical glasses for narrow face, similar to Lilit"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='57464b0b-126a-4e79-a62e-c0d1cd54931f')]})

Input

{
  "seo_category": "optical",
  "vector_content": "Minimal square acetate glasses for daily look"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='20e33e3c-b5d0-4e21-b1e3-221cf285c668')]})

Input

{
  "seo_category": "glasses",
  "vector_content": "Black acetate square glasses minimal"
}

Output

Command(update={'products': [{"name":"Una.C N 01","sku":"G9FND9PZMRL2","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/G9FND9PZMRL2/G9FND9PZMRL2_FRONT.jpg","price":225.0,"seo_category":"glasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.87}, {"name":"Panini 01","sku":"0NA26NCQX71FY","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e5bef487-e58d-471e-9b24-a323fa33f997/11004944_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Wo

Input

{
  "selected_skus": "0NA26NCQX71FY,H0ZZ08JKCOF1,Z7LR5RGVUNXM"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Panini 01', 'sku': '0NA26NCQX71FY', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e5bef487-e58d-471e-9b24-a323fa33f997/11004944_FRONT.jpg'}, {'name': 'Slyk 01(Light-Adaptive)', 'sku': 'H0ZZ08JKCOF1', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/H0ZZ08JKCOF1/fea6572f-3641-4eb4-a02e-1fccc6fc6753/SLYK_01(Light_Adaptive)_FRONT.jpg'}, {'name': 'Evan 01', 'sku': 'Z7LR5RGVUNXM', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/Z7LR5RGVUNXM/Z7LR5RGVUNXM_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCQX71FY, H0ZZ08JKCOF1, Z7LR5RGVUNXM', tool_call_id='ae1bc58f-e8f2-4f39-b144-91c6d4d0b96b')]})