Session Trace

Input

{
  "query": "티타늄 소재 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='4e3d1729-04db-4070-be39-4903a43b36dd')]}, goto='recommendation_agent')

Input

{
  "product_spec": "Titanium",
  "product_type": "optical"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'Titanium'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): occasion', tool_call_id='f47fa5b3-6905-4d7a-866f-6d30ff6edcd4')]})

Input

{
  "query": "일상용으로 가볍게 쓸 티타늄 안경 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='804bafd0-938f-4f9b-b126-e6ad316f7f5e')]}, goto='recommendation_agent')

Input

{
  "style": "",
  "occasion": "Daily",
  "product_spec": "Titanium",
  "face_shape": "",
  "mood": "",
  "gender": "",
  "product_type": "optical",
  "size_fit": ""
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'Titanium', 'occasion': 'Daily'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'product_spec': 'Titanium', 'occasion': 'Daily'}", tool_call_id='726bdc22-d7af-4a34-8ef9-c664a8534a7b')]})

Input

{
  "seo_category": "glasses",
  "material_name": "Titanium",
  "vector_content": "mood: Minimal Soft, occasion: Daily"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='0d701a09-95e5-406a-a0e0-08eb009d8b09')]})

Input

{
  "seo_category": "glasses",
  "material_name": "Metal",
  "vector_content": "material: Titanium, mood: Minimal, occasion: Daily"
}

Output

Command(update={'products': [{"name":"Kota 02","sku":"0NA26NCS571E6","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/ea923425-6616-49cd-b73f-856661cb3ece/11004928_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Oval","material_name":"Metal","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"],"mood":["Classic","Elegant","Minimal"],"gender_fit":["Women"],"similarity":0.82}, {"name":"Epic 03(BL)","sku":"163L3DJXNC7S2","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/7859c393-29e1-414d-ac96-30cb7ae0f0cd/163L3DJXNC7S2_FRONT.jpg","price":295.0,"seo_category":"glasses","shape_name":"Square","material_name":"Metal","lens_color_name":"Blue","frame_color_name":"Gold","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contempo

Input

{
  "selected_skus": "0NA26NCS571E6,PC1FMC2O5P26,0MKYDKD4QG262"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Kota 02', 'sku': '0NA26NCS571E6', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/ea923425-6616-49cd-b73f-856661cb3ece/11004928_FRONT.jpg'}, {'name': 'Riff 02', 'sku': '0MKYDKD4QG262', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/bfdbbc9d-ef8d-496c-aaf6-5d386fc3335f/11004713_FRONT.jpg'}, {'name': 'Ep 02', 'sku': 'PC1FMC2O5P26', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/PC1FMC2O5P26/PC1FMC2O5P26_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCS571E6, 0MKYDKD4QG262, PC1FMC2O5P26', tool_call_id='fb46405b-c5d6-422b-87d5-10423a7b747b')]})