Session Trace

Input

{
  "query": "My Ma 01과 비슷한 스포티한 느낌의 남자 선글라스 추천해 주세요."
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='f7299cdd-52ec-417c-aa85-202dcd28a4ed')]}, goto='recommendation_agent')

Input

{
  "product_names": "My Ma 01"
}

Output

Command(update={'products': [{"name":"Mua 01","sku":"WXJU1A2KQ587","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/WXJU1A2KQ587/WXJU1A2KQ587_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Travel"],"mood":["Modern","Minimal","Street"],"gender_fit":["Unisex"]}, {"name":"Mowa 01","sku":"0MKYDKCCBG271","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/829f9110-65b5-4437-9cff-3df6203db499/11004734_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","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","Vintage"],"occasion":["Daily","Travel","Special"],"mood":["Fe

Input

{
  "gender": "Men",
  "mood": "Sporty"
}

Output

Command(update={'extracted_slots': {'mood': 'Sporty', 'gender': 'Men'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): product_type', tool_call_id='4b3e5e29-2e2c-4cdd-bfe7-e92f27d28abc')]})

Input

{
  "seo_category": "sunglasses",
  "vector_content": "Sporty bold square sunglasses for men, acetate material, similar to My Ma 01"
}

Output

Command(update={'products': [{"name":"By 01","sku":"NPY5BW25TPLT","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW25TPLT/NPY5BW25TPLT_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","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":"Gent BRC21","sku":"0P0M4JBDDF0HT","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/edc7ae74-3c12-4d52-94fe-639350fcbbf4/11004970_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Brown","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily",

Input

{
  "selected_skus": "NPY5BW25TPLT,G8JJJSYZ4O43,1HCZWV6FZS4U6"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'By 01', 'sku': 'NPY5BW25TPLT', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW25TPLT/NPY5BW25TPLT_FRONT.jpg'}, {'name': 'Bree R3', 'sku': '1HCZWV6FZS4U6', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/1HCZWV6FZS4U6/1HCZWV6FZS4U6_FRONT.jpg'}, {'name': 'Limitless S01', 'sku': 'G8JJJSYZ4O43', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/G8JJJSYZ4O43/G8JJJSYZ4O43_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: NPY5BW25TPLT, 1HCZWV6FZS4U6, G8JJJSYZ4O43', tool_call_id='3e7c6254-70b1-4624-9ec6-03a5999014a0')]})