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Session Trace

3c17937e-0f69-4e9d-a298-97eab3507667

Completed

Created

3월 3일 오후 07:17:37

Turns

3

Total Tokens

37.8K

IN 35.3K/OUT 2.5K

Est. Cost

$0.025

37원

Duration / Tools

50.48s

8 tool calls

Turn 1transfer_to_recommendationagent: recommendation_agent
TTFT 12.88s13.07s
Input8.1K
Output605
=
8.7K
$0.0059
Input
U

선글라스 추천해줘

Tool
transfer_to_recommendation
1ms

Input

{
  "query": "선글라스 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='c765ce41-d629-4d82-93ea-43c66d980af6')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
2ms

Input

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

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): face_shape, occasion', tool_call_id='065b5ab8-458e-4b67-8624-ce92ab4d7a30')]})
Output
AI

얼굴의 윤곽이 어떤 흐름을 가졌는지 궁금하군요. 각이 진 편인가요, 아니면 부드럽고 둥근 편인가요?

Turn 2transfer_to_recommendationagent: recommendation_agent
TTFT 13.54s13.67s
Input8.2K
Output565
=
8.8K
$0.0058
Input
U

동그란 얼굴이야

Tool
transfer_to_recommendation
2ms

Input

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

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='258b0c9a-5ea5-451d-ad40-e923d55e284f')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
1ms

Input

{
  "product_type": "sunglasses",
  "face_shape": "Round"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): occasion', tool_call_id='df4a2ba4-2ec5-4184-93d9-6ae100496843')]})
Output
AI

어떤 장면에서 쓰실 계획인가요? 일상적인 외출인지, 아니면 특별한 여행을 위한 것인지 궁금하군요.

Turn 3transfer_to_recommendationagent: recommendation_agent
TTFT 22.85s23.74s
Input19.0K
Output1.3K
=
20.3K
$0.014
Input
U

데일리로 쓸 거야

Tool
transfer_to_recommendation
2ms

Input

{
  "query": "동그란 얼굴형에 어울리는 데일리 선글라스 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='43dfb67a-3fad-4df2-88aa-1eb3dc3aedf3')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
1ms

Input

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

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round', 'occasion': 'Daily'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Round', 'occasion': 'Daily'}", tool_call_id='ee832f37-33f8-4baf-8e64-ce4e55021ed5')]})
Tool
search_products_by_attributes
873ms

Input

{
  "seo_category": "sunglasses",
  "vector_content": "Square sunglasses for round face daily minimal classic acetate black"
}

Output

Command(update={'products': [{"name":"Queen 01","sku":"13R6HIT3L8K2N","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/CMS_TEST/CMS_TEST_FRONT.jpg","price":279.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","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":0.89}, {"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","
Tool
select_products_for_recommendation
1ms

Input

{
  "selected_skus": "13R6HIT3L8K2N,0P0M4JBQDF0M0,G9MU8P249CLF"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Queen 01', 'sku': '13R6HIT3L8K2N', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/CMS_TEST/CMS_TEST_FRONT.jpg'}, {'name': 'Dust Musk 01', 'sku': '0P0M4JBQDF0M0', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d2aa319a-c978-4422-b730-6aca257250f4/11004989_FRONT.jpg'}, {'name': 'Piana 01', 'sku': 'G9MU8P249CLF', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/dd029a11-0d4e-43b1-ac6b-a61535d94aae/G9MU8P249CLF_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 13R6HIT3L8K2N, 0P0M4JBQDF0M0, G9MU8P249CLF', tool_call_id='262831f3-82a2-4d37-bd7a-08533677efc8')]})
Output
AI

부드러운 얼굴의 선을 선명하게 잡아줄 직선적인 실루엣이 좋겠군요. 일상의 감도를 높여줄 세 가지 선택지입니다. 1. **Queen 01** 대담하게 뻗은 스퀘어 라인이 얼굴의 윤곽을 차분하게 정리해 주며, 현대적인 인상을 줍니다. 2. **Dust Musk 01** 상단 바의 직선적인 흐름이 강조되어, 일상 속에서도 은근한 긴장감과 세련미를 더해줍니다. 3. **Piana 01** 군더더기 없는 미니멀한 구조로, 어떤 차림에도 자연스럽게 스며드는 안정감을 선사합니다. 이 중에서 시선을 끄는 프레임의 두께감이 있나요?