Session Trace

Input

{
  "query": "사각 얼굴에 어울리는 업무용 티타늄 안경 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='3a3b2e3e-1f66-4a90-a444-d2355cfb4d1d')]}, goto='recommendation_agent')

Input

{
  "product_spec": "Titanium material",
  "mood": "",
  "style": "",
  "gender": "",
  "product_type": "optical",
  "face_shape": "Square",
  "size_fit": "",
  "occasion": "Work"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'face_shape': 'Square', 'product_spec': 'Titanium material', 'occasion': 'Work'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'face_shape': 'Square', 'product_spec': 'Titanium material', 'occasion': 'Work'}", tool_call_id='e5b93c1a-29a3-4212-be4e-e916403b391a')]})

Input

{
  "material_name": "Titanium",
  "vector_content": "occasion: Work",
  "seo_category": "glasses",
  "face_shape": "Square"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='ac699869-924b-4c55-b66d-284211332fba')]})

Input

{
  "material_name": "Titanium",
  "vector_content": "occasion: Work, face_shape: Square",
  "seo_category": "glasses"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='466ea123-f81e-4a72-ba86-70d685ac8bd5')]})

Input

{
  "vector_content": "material: Titanium, occasion: Work, face_shape: Square",
  "seo_category": "glasses"
}

Output

Command(update={'products': [{"name":"Heavenly 02","sku":"0NA26NCN171DF","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/c8a16c74-c42d-43ab-b9b1-be4629596525/11004926_FRONT.jpg","price":285.0,"seo_category":"glasses","shape_name":"Square","material_name":"Metal","lens_color_name":"Clear","frame_color_name":"Silver","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Sophisticated"],"gender_fit":["Unisex"],"similarity":0.83}, {"name":"Beca T4","sku":"YG9449O40ZYE","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/YG9449O40ZYE/YG9449O40ZYE_FRONT.jpg","price":275.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Green","frame_color_name":"Tortoise","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":[

Input

{
  "vector_content": "material: Titanium, occasion: Work, face_shape: Square",
  "shape_name": "Oval",
  "seo_category": "glasses"
}

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":"Pico 02(BR)","sku":"157NM943UZW9Q","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/49a5a07c-55bd-49ce-9241-a722497d189c/11004528_FRONT.jpg","price":345.0,"seo_category":"glasses","shape_name":"Oval","material_name":"Metal","lens_color_name":"Orange","frame_color_name":"Silver","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square"],"style":["Minimal","Contemporary","Vint

Input

{
  "selected_skus": "0NA26NCS571E6,SDFZSB9UEKCM,157NM943UZW9Q"
}

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': 'Pico 02(BR)', 'sku': '157NM943UZW9Q', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/49a5a07c-55bd-49ce-9241-a722497d189c/11004528_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0NA26NCS571E6, 157NM943UZW9Q', tool_call_id='ddbd7b55-22a9-46a1-9b8e-ad66c91fefb7')]})

Input

{
  "selected_skus": "0NA26NCN171DF,0NA26NCS571E6,157NM943UZW9Q"
}

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': 'Pico 02(BR)', 'sku': '157NM943UZW9Q', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/49a5a07c-55bd-49ce-9241-a722497d189c/11004528_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0NA26NCS571E6, 157NM943UZW9Q', tool_call_id='ab642ea7-3ccd-4002-a6f9-cbc8afd1648c')]})

Input

{
  "selected_skus": "0NA26NCS571E6,157NM943UZW9Q,SDFZSB9UEKCM"
}

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': 'Pico 02(BR)', 'sku': '157NM943UZW9Q', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/49a5a07c-55bd-49ce-9241-a722497d189c/11004528_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0NA26NCS571E6, 157NM943UZW9Q', tool_call_id='739d8be8-7f52-4be3-9bb0-186949aba495')]})