Session Trace

Input

{
  "query": "여성 데일리 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='7db698cb-c3d3-42a6-8b07-fa8b5cc3d32d')]}, goto='recommendation_agent')

Input

{
  "gender": "Women",
  "occasion": "Daily",
  "product_type": "optical"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'occasion': 'Daily', 'gender': 'Women'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): face_shape, size_fit, mood, style', tool_call_id='94690dc5-c4be-467c-9108-274159442413')]})

Input

{
  "query": "둥근 얼굴형에 어울리는 여성 데일리 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='e0922141-608e-42e3-b5f0-7f8c53f1742c')]}, goto='recommendation_agent')

Input

{
  "face_shape": "Round",
  "occasion": "Daily",
  "gender": "Women",
  "product_type": "optical"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'face_shape': 'Round', 'occasion': 'Daily', 'gender': 'Women'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'face_shape': 'Round', 'occasion': 'Daily', 'gender': 'Women'}", tool_call_id='94e15553-fb92-4de3-9a84-9a522df73913')]})

Input

{
  "vector_content": "Square glasses for round face, daily use for women, minimal classic style",
  "seo_category": "optical"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='b543152d-31f3-4505-b026-95ad0befdb8f')]})

Input

{
  "vector_content": "Women's square optical glasses for daily wear round face",
  "seo_category": "optical"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='1e9209bd-3245-42bd-8c20-321335150854')]})

Input

{
  "vector_content": "Women's daily optical glasses square frame",
  "seo_category": "optical"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='1b982a67-ffed-458f-b4cc-b5839867cf53')]})

Input

{
  "vector_content": "Women's square glasses for daily wear round face",
  "seo_category": "glasses"
}

Output

Command(update={'products': [{"name":"Vene PC8","sku":"XOWH2RVDBM4O","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/XOWH2RVDBM4O/XOWH2RVDBM4O_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Pink","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Travel"],"mood":["Modern","Minimal","Street"],"gender_fit":["Unisex"],"similarity":0.84}, {"name":"Kafka 01(V)","sku":"0N1DWYKKTPKP5","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/cd649c07-aec1-4786-9bec-1317e982a8c9/11004891_FRONT.jpg","price":340.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Purple","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Trav

Input

{
  "selected_skus": "T4SMTT2O2VSH,0MKYDKDB3G24E,W676ZS9QWS8B"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Vonzo GC9', 'sku': 'T4SMTT2O2VSH', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/T4SMTT2O2VSH/T4SMTT2O2VSH_FRONT.jpg'}, {'name': 'Rob 01', 'sku': 'W676ZS9QWS8B', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/W676ZS9QWS8B/W676ZS9QWS8B_FRONT.jpg'}, {'name': 'Vanta 037', 'sku': '0MKYDKDB3G24E', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/f5a579e4-abeb-4226-9f92-ec8090fede9e/11004654_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: T4SMTT2O2VSH, W676ZS9QWS8B, 0MKYDKDB3G24E', tool_call_id='e3f40509-9844-4533-b4e8-0377a860be6f')]})