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Session Trace

000646E9-4436-416E-ADEC-E0FA02E9E51B

Completed

Created

3월 4일 오후 06:34:18

Turns

2

Total Tokens

69.4K

IN 65.4K/OUT 4.0K

Est. Cost

$0.045

65원

Duration / Tools

65.53s

10 tool calls

Turn 1transfer_to_recommendationagent: recommendation_agent
TTFT 25.63s26.41s
Input22.3K
Output1.4K
=
23.7K
$0.015
Input
U

출퇴근할 때 쓸 건데, 좀 세련되면서 차분한 느낌 선글라스 찾아줘. 머리가 좀 큰 편이야

Tool
transfer_to_recommendation
1ms

Input

{
  "query": "출퇴근용으로 쓸 세련되고 차분한 느낌의 오버사이즈 선글라스 추천 (머리가 큰 편)"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='a6354a06-fba9-4aa3-a29b-db1aa6dad19f')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
1ms

Input

{
  "gender": "",
  "product_spec": "large head",
  "mood": "Sophisticated Modern",
  "style": "Minimal",
  "size_fit": "Over",
  "occasion": "Daily",
  "product_type": "sunglasses"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'size_fit': 'Over', 'product_spec': 'large head', 'mood': 'Sophisticated Modern', 'occasion': 'Daily', 'style': 'Minimal'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'size_fit': 'Over', 'product_spec': 'large head', 'mood': 'Sophisticated Modern', 'occasion': 'Daily', 'style': 'Minimal'}", tool_call_id='7baaeac5-9371-44df-873d-47740aa726b7')]})
Tool
search_products_by_attributes
874ms

Input

{
  "vector_content": "mood: Sophisticated Modern, occasion: Daily, style: Minimal",
  "size_fit": "Over",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"Her 01 Small","sku":"1FYXMRWDKV8ZA","front_image_url":"https://gm-prd-resource.gentlemonster.com/service/product/image/4767c702-43ac-418b-a3ef-949828f887f6/1FYXMRWDKV8ZA_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"S","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.8}, {"name":"Dear KC6","sku":"MYLIAE9GNOWZ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/MYLIAE9GNOWZ/MYLIAE9GNOWZ_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Brown","frame_color_name":"Green","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["
Tool
select_products_for_recommendation
1ms

Input

{
  "selected_skus": "NPY5BW25TPLT, 9DXMVQHXG2JO, MYLIAE9FRBHD"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dear G1', 'sku': 'MYLIAE9FRBHD', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/MYLIAE9FRBHD/MYLIAE9FRBHD_FRONT.jpg'}, {'name': 'New Her T1', 'sku': '9DXMVQHXG2JO', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/3facfc44-828e-4784-9ac9-b12f2edfed86/11004370_FRONT.jpg'}, {'name': 'By 01', 'sku': 'NPY5BW25TPLT', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW25TPLT/NPY5BW25TPLT_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: MYLIAE9FRBHD, 9DXMVQHXG2JO, NPY5BW25TPLT', tool_call_id='599ac1e6-bece-42a9-a7a5-4fc62509c607')]})
Output
AI

매일의 출퇴근길에 자연스럽게 스며들면서도, 여유 있는 실루엣으로 편안함을 주는 구성입니다. 1. **By 01** 군더더기 없는 블랙 스퀘어 프레임입니다. 가장 정석적인 디자인이지만, 넉넉한 사이즈가 주는 안정감이 출근길의 차분한 인상을 완성합니다. 2. **New Her T1** 부드러운 거북등무늬가 깊이감을 더합니다. 지나치게 튀지 않으면서도 세련된 분위기를 내고 싶을 때 적합한 선택지입니다. 3. **Dear G1** 반투명한 그레이 톤이 현대적이고 지적인 느낌을 줍니다. 무채색 계열의 오피스 룩과 조화롭게 어우러지는 모델입니다. 이 정도의 볼륨감이 적당해 보이나요, 아니면 조금 더 날렵한 라인을 원하시나요?

Turn 2transfer_to_recommendationagent: recommendation_agent
TTFT 38.37s39.12s
Input43.1K
Output2.5K
=
45.7K
$0.029
Input
U

좀 너무 무난한데? 좀 더 과감한 걸로 보여줘

Tool
transfer_to_recommendation
1ms

Input

{
  "query": "머리가 큰 편이고 출퇴근용으로 쓰기 좋으면서도, 기존 추천보다 더 과감하고 세련된 디자인의 선글라스 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='76859ca5-a014-43e0-9fdb-6573267de4d4')]}, goto='recommendation_agent')
Tool
check_recommendation_readiness
1ms

Input

{
  "product_spec": "large head",
  "mood": "Bold Sophisticated Modern",
  "style": "Contemporary",
  "gender": "Unisex",
  "face_shape": "",
  "product_type": "sunglasses",
  "size_fit": "Over",
  "occasion": "Daily"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'size_fit': 'Over', 'product_spec': 'large head', 'mood': 'Bold Sophisticated Modern', 'occasion': 'Daily', 'style': 'Contemporary', 'gender': 'Unisex'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'size_fit': 'Over', 'product_spec': 'large head', 'mood': 'Bold Sophisticated Modern', 'occasion': 'Daily', 'style': 'Contemporary', 'gender': 'Unisex'}", tool_call_id='675d9d0e-d2dc-411d-a044-a19430c5860a')]})
Tool
search_products_by_attributes
985ms

Input

{
  "vector_content": "mood: Bold Sophisticated Modern, style: Contemporary, occasion: Daily",
  "size_fit": "Over",
  "gender_fit": "Unisex",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"New Her 01","sku":"1F68QMBJNI7MW","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/2bf47173-9680-4ac9-b218-18073c3757f7/11004368_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.8}, {"name":"By BRC11","sku":"NPY5BW292R9J","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW292R9J/NPY5BW292R9J_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Gray","frame_color_name":"Brown","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","W
Tool
search_products_by_attributes
856ms

Input

{
  "vector_content": "mood: Bold Futuristic, style: Street",
  "size_fit": "Over",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"By KC2","sku":"NPY5BW27DC8B","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW27DC8B/NPY5BW27DC8B_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Green","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.78}, {"name":"Lady Lang BRC11","sku":"PCB2R4AGO9Q7","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/f59f5c44-a09b-4c4e-82f3-4d85afea015b/11004363_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Acetate","lens_color_name":"Gray","frame_color_name":"Brown","product_size":"R","size_fit":"Over","face_shape":["Oval","Square","Oblong"],"style":["Classic","Vintage"],"occasion":["Daily","Tra
Tool
search_products_by_attributes
393ms

Input

{
  "vector_content": "mood: Bold Futuristic, style: Street, shape: Wraparound Aviator",
  "size_fit": "Over",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"By 01","sku":"NPY5BW25TPLT","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW25TPLT/NPY5BW25TPLT_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.82}, {"name":"New Her KC2","sku":"1GOY0PB5CU5EV","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/c1b47d85-3609-4a39-a746-5d7bc4231042/11004369_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Gray","frame_color_name":"Green","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Wo
Tool
select_products_for_recommendation
1ms

Input

{
  "selected_skus": "NPY5BW27DC8B,NPY5BW2425C1,KS78I5HR7Z30"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Lady Lang 01', 'sku': 'KS78I5HR7Z30', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/64b42c5a-065f-4148-8207-53cfab412648/11004361_FRONT.jpg'}, {'name': 'Dear NC2', 'sku': 'NPY5BW2425C1', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW2425C1/NPY5BW2425C1_FRONT.jpg'}, {'name': 'By KC2', 'sku': 'NPY5BW27DC8B', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW27DC8B/NPY5BW27DC8B_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: KS78I5HR7Z30, NPY5BW2425C1, NPY5BW27DC8B', tool_call_id='327b06fd-c237-4205-9f14-4feccafd6e1c')]})
Output
AI

단조로운 일상에 균열을 내는, 조금 더 선명한 선택지들입니다. 1. **By KC2** 깊이 있는 그린 컬러가 시선을 잡아끕니다. 차분한 톤을 유지하면서도 남다른 감각을 드러내고 싶을 때 제격입니다. 2. **Dear NC2** 투명한 블루 프레임이 주는 차갑고 날카로운 인상이 매력적입니다. 미래적인 분위기로 출근길의 긴장감을 더해줍니다. 3. **Lady Lang 01** 직선적인 스퀘어에서 벗어난, 볼륨감 있는 라운드 실루엣입니다. 넉넉한 사이즈가 주는 존재감이 확실한 모델입니다. 이 정도의 컬러와 실루엣이면 충분한가요, 아니면 아예 구조가 독특한 디자인을 보실까요?