Session Trace

Input

{
  "query": "선글라스 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='e5d50ac1-14cb-4411-bf8e-0e4693493768')]}, goto='recommendation_agent')

Input

{
  "product_type": "sunglasses"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): face_shape, mood', tool_call_id='326118f1-0e4f-4e7e-b44a-db1a9f1f4150')]})

Input

{
  "query": "동그란 얼굴형에 어울리는 선글라스 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='f09a38f7-5e49-4ef0-8077-228e36d29c62')]}, goto='recommendation_agent')

Input

{
  "product_type": "sunglasses",
  "size_fit": "",
  "style": "",
  "product_spec": "",
  "mood": "",
  "gender": "",
  "face_shape": "Round",
  "occasion": ""
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): mood', tool_call_id='a482dcdb-aaf4-438c-85b3-85919dc4fa37')]})

Input

{
  "query": "데일리로 편하게 쓸 거야"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='b73001ae-6bcb-404b-92cb-410be15d3282')]}, goto='recommendation_agent')

Input

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

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Casual', 'occasion': 'Daily', 'gender': 'Unisex'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Casual', 'occasion': 'Daily', 'gender': 'Unisex'}", tool_call_id='2f14efab-fc32-4472-8d8a-07a17e811ae1')]})

Input

{
  "seo_category": "sunglasses",
  "vector_content": "Casual Square sunglasses for Daily use, Round face, Unisex"
}

Output

Command(update={'products': [{"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","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.86}, {"name":"Ttl 02","sku":"HR8TMSKKV68S","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/HR8TMSKKV68S/HR8TMSKKV68S_FRONT.jpg","price":355.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Metal","lens_color_name":"Clear","frame_color_name":"Silver","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Dail

Input

{
  "selected_skus": "188RXZEWEXLT3,0P0M4JBDDF0HT,0P0M4JBG5F0KD"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Gent BRC21', 'sku': '0P0M4JBDDF0HT', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/edc7ae74-3c12-4d52-94fe-639350fcbbf4/11004970_FRONT.jpg'}, {'name': 'La Sola 01', 'sku': '0P0M4JBG5F0KD', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/46356cb3-1228-4352-b3d9-093592357f9a/11005013_FRONT.jpg'}, {'name': 'Lilit 01(BR)', 'sku': '188RXZEWEXLT3', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/188RXZEWEXLT3/188RXZEWEXLT3_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0P0M4JBDDF0HT, 0P0M4JBG5F0KD, 188RXZEWEXLT3', tool_call_id='529b0f85-9bf8-43fc-971e-3b8480106358')]})