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Session Trace

AC6B0849-75D3-4B3B-82BD-B3E96F409947

Completed

Created

3월 4일 오후 06:36:48

Turns

2

Total Tokens

59.3K

IN 56.5K/OUT 2.8K

Est. Cost

$0.037

53원

Duration / Tools

63.30s

9 tool calls

Turn 1transfer_to_recommendationagent: recommendation_agent
TTFT 16.09s16.20s
Input10.0K
Output670
=
10.6K
$0.0070
Input
U

킴 카다시안이 쓸 것 같은 선글라스 추천해줘, 여행갈 때 쓸 거야

Tool
transfer_to_recommendation
0ms

Input

{
  "query": "킴 카다시안이 쓸 것 같은 여행용 선글라스 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='66e50a1c-9035-415e-9afc-150f161fb9c3')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
1ms

Input

{
  "mood": "Bold Futuristic",
  "occasion": "Travel",
  "gender": "Women",
  "product_type": "sunglasses"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'mood': 'Bold Futuristic', 'occasion': 'Travel', 'gender': 'Women'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): face_shape', tool_call_id='a53897b4-b30f-4850-ae11-7cbbc1f78b14')]})
Output
AI

그 느낌, 알 것 같네요. 킴 카다시안이라면 대담하고 미래적인 실루엣이 떠오릅니다. 어떤 얼굴형이신가요? 각진 형태와 둥근 형태 중 어느 쪽이 더 잘 어울릴지 고민이 되네요.

Turn 2transfer_to_recommendationagent: recommendation_agent
TTFT 46.54s47.10s
Input46.5K
Output2.1K
=
48.6K
$0.030
Input
U

둥근 얼굴이에요

Tool
transfer_to_recommendation
0ms

Input

{
  "query": "둥근 얼굴이에요"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='c928f0b0-6c7a-4487-9935-9e45eb81cfe0')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
1ms

Input

{
  "mood": "Bold Futuristic",
  "occasion": "Travel",
  "gender": "Women",
  "face_shape": "Round",
  "product_type": "sunglasses"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Bold Futuristic', 'occasion': 'Travel', 'gender': 'Women'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Bold Futuristic', 'occasion': 'Travel', 'gender': 'Women'}", tool_call_id='303941a4-ff34-45bc-b873-34ec314fff39')]})
Tool
search_products_by_attributes
855ms

Input

{
  "vector_content": "mood: Bold Futuristic, style: Street, occasion: Travel",
  "seo_category": "sunglasses",
  "shape_name": "Square",
  "gender_fit": "Women",
  "face_shape": "Round"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='cfcd290e-eba0-4a10-9ed1-47fe9403ec3c')]})
Tool
search_products_by_attributes
877ms

Input

{
  "vector_content": "mood: Bold Futuristic, style: Street, shape: Wraparound, occasion: Travel",
  "seo_category": "sunglasses",
  "gender_fit": "Women",
  "face_shape": "Round"
}

Output

Command(update={'products': [{"name":"Lamda 01","sku":"0P0M4JBT9F0QZ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/1824e1e8-ba25-4664-a43d-487aa2fc01cf/11005002_FRONT.jpg","price":275.0,"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":["Feminine","Elegant","Bold"],"gender_fit":["Women"],"similarity":0.83}, {"name":"Verse W2","sku":"0MKYDKC5FG24G","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/102dba49-d8d3-408c-8b54-a1cb8eeff74f/11004732_FRONT.jpg","price":315.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Green","frame_color_name":"White","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","Vinta
Tool
search_products_by_attributes
859ms

Input

{
  "vector_content": "mood: Bold Futuristic, style: Street, shape: Wraparound, occasion: Travel",
  "seo_category": "sunglasses",
  "gender_fit": "Women"
}

Output

Command(update={'products': [{"name":"Lamda 01","sku":"0P0M4JBT9F0QZ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/1824e1e8-ba25-4664-a43d-487aa2fc01cf/11005002_FRONT.jpg","price":275.0,"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":["Feminine","Elegant","Bold"],"gender_fit":["Women"],"similarity":0.83}, {"name":"Boba BL8","sku":"0NA26NCG971BF","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/573b8b73-31d8-4ae3-ba28-624b8762abe1/11004936_FRONT.jpg","price":285.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Metal","lens_color_name":"Blue","frame_color_name":"Blue","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square","Oblong"],"style":["Classic","Vintag
Tool
search_products_by_rule
8.26s

Input

{
  "category": "sunglasses",
  "rule_type": "popular"
}

Output

Command(update={'products': [{"name":"Rococo 01","sku":"1BZJQXA73TJ6L","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_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","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"Duns 01","sku":"10S4IJHEFGR2A","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/3c0dbc33-811f-49cc-b099-418243894828/10S4IJHEFGR2A_FRONT.jpg","price":315.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","face_shape":[],"style":[],"occasion":[],"mood":[],"gender_fit":[]}, {"name":"New Her 01","sku":"1F68QMBJNI7MW","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/2bf47173-9680-4ac9-b218-18073c3757f7/110
Tool
select_products_for_recommendation
1ms

Input

{
  "selected_skus": "1BZJQXA73TJ6L, 1F68QMBJNI7MW, MZ8998WXRENN"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Rococo 01', 'sku': '1BZJQXA73TJ6L', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_FRONT.jpg'}, {'name': 'New Her 01', 'sku': '1F68QMBJNI7MW', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/2bf47173-9680-4ac9-b218-18073c3757f7/11004368_FRONT.jpg'}, {'name': 'Matiny 01', 'sku': 'MZ8998WXRENN', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/c84fb195-d6dd-48be-ae6b-788dbceae250/11004541_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 1BZJQXA73TJ6L, 1F68QMBJNI7MW, MZ8998WXRENN', tool_call_id='26d4a9fb-fb68-4400-b6fa-d4779f932a07')]})
Output
AI

킴 카다시안의 대담하고 미래적인 분위기를 담은 세 가지 옵션을 제안합니다. 1. **Rococo 01** 날카롭게 뻗은 캣아이 실루엣이 미래적인 인상을 줍니다. 여행지에서 시선을 끄는 확실한 포인트가 될 겁니다. 2. **New Her 01** 얼굴의 절반을 가리는 오버사이즈 사각 프레임입니다. 둥근 얼굴형에 선명한 윤곽을 더해주며, 전형적인 셀러브리티의 공항 패션을 완성합니다. 3. **Matiny 01** 볼륨감 있는 블랙 아세테이트 프레임이 묵직한 존재감을 드러냅니다. 화려한 장식 없이도 형태만으로 압도적인 분위기를 냅니다. 이 중 가장 끌리는 실루엣이 있나요? 아니면 조금 더 가벼운 소재를 원하시나요?