Session Trace

Input

{
  "query": "30만원 이하 안경 추천해줘, 네모난 얼굴에 출근할 때 쓸 거야"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='714d2b14-3d06-410b-a432-dee9890a923c')]}, goto='recommendation_agent')

Input

{
  "product_spec": "price under 300,000 KRW",
  "mood": "Sophisticated",
  "style": "Classic",
  "gender": "",
  "product_type": "optical",
  "face_shape": "Square",
  "size_fit": "",
  "occasion": "Work"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'face_shape': 'Square', 'product_spec': 'price under 300,000 KRW', 'mood': 'Sophisticated', 'occasion': 'Work', 'style': 'Classic'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'face_shape': 'Square', 'product_spec': 'price under 300,000 KRW', 'mood': 'Sophisticated', 'occasion': 'Work', 'style': 'Classic'}", tool_call_id='7cc2cd2d-b845-4d12-b179-51c4c831e2da')]})

Input

{
  "vector_content": "mood: Sophisticated, style: Classic, occasion: Work",
  "price_max": 230,
  "seo_category": "glasses",
  "face_shape": "Square"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='a5d42c0f-cbec-49d6-bed6-2a5651f5368c')]})

Input

{
  "vector_content": "mood: Sophisticated, style: Classic, occasion: Work, shape_name: Round, shape_name: Oval",
  "seo_category": "glasses"
}

Output

Command(update={'products': [{"name":"Moody 02","sku":"0NA26NCC171BS","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e44c2edd-3cc9-40a2-8c8f-638a9368cecd/11004914_FRONT.jpg","price":255.0,"seo_category":"glasses","shape_name":"Oval","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Silver","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square"],"style":["Minimal","Contemporary","Vintage"],"occasion":["Daily","Work","Travel"],"mood":["Classic","Elegant","Modern"],"gender_fit":["Women"],"similarity":0.84}, {"name":"Yona 031","sku":"A6MJ1BBRO1Z9","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/A6MJ1BBRO1Z9/A6MJ1BBRO1Z9_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Round","material_name":"Metal","lens_color_name":"Clear","frame_color_name":"Similar Gold","product_size":"R","size_fit":"Over","face_shape":["Oval","Square","Oblong"],"style":["Minimal","Vintage"],"occasion":["Dai

Input

{
  "selected_skus": "A6MJ1BBRO1Z9,0NA26NCC171BS,Z7LR5RGURO2T"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Moody 02', 'sku': '0NA26NCC171BS', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e44c2edd-3cc9-40a2-8c8f-638a9368cecd/11004914_FRONT.jpg'}, {'name': 'Yona 031', 'sku': 'A6MJ1BBRO1Z9', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/A6MJ1BBRO1Z9/A6MJ1BBRO1Z9_FRONT.jpg'}, {'name': 'Anna BRC9', 'sku': 'Z7LR5RGURO2T', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/Z7LR5RGURO2T/Z7LR5RGURO2T_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCC171BS, A6MJ1BBRO1Z9, Z7LR5RGURO2T', tool_call_id='51cbe0c4-7857-498c-832b-f3e34f4a7a2f')]})