Session Trace

Input

{
  "query": "티타늄 소재 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='15eca185-a451-4d25-b450-3285c916ab72')]}, goto='recommendation_agent')

Input

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

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'Titanium'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): occasion', tool_call_id='ae9e22c3-489b-443f-9eab-e52d5deec903')]})

Input

{
  "query": "일상용으로 쓸 현대적인 느낌의 티타늄 안경 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='e5af00c6-9908-4370-adbf-9a52b528422f')]}, goto='recommendation_agent')

Input

{
  "mood": "Modern",
  "product_type": "optical",
  "product_spec": "Titanium",
  "occasion": "Daily"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'Titanium', 'mood': 'Modern', 'occasion': 'Daily'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'product_spec': 'Titanium', 'mood': 'Modern', 'occasion': 'Daily'}", tool_call_id='b1f686bc-4d26-49ad-8597-e251aab40226')]})

Input

{
  "vector_content": "mood: Modern, occasion: Daily, material: Titanium",
  "material_name": "Titanium",
  "seo_category": "glasses"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='e0a549a6-3a0f-4452-a639-8543796cb4c0')]})

Input

{
  "vector_content": "mood: Modern, occasion: Daily, material: Titanium",
  "material_name": "Metal",
  "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":0.82}, {"name":"Epic 03(BL)","sku":"163L3DJXNC7S2","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/7859c393-29e1-414d-ac96-30cb7ae0f0cd/163L3DJXNC7S2_FRONT.jpg","price":295.0,"seo_category":"glasses","shape_name":"Square","material_name":"Metal","lens_color_name":"Blue","frame_color_name":"Gold","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round","Oblong"],"style":["Minimal"

Input

{
  "selected_skus": "0NA26NCN171DF, 0MKYDKD4ZG267, RM3CQTH19KWH"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Heavenly 02', 'sku': '0NA26NCN171DF', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/c8a16c74-c42d-43ab-b9b1-be4629596525/11004926_FRONT.jpg'}, {'name': 'Riff 02(MSV)', 'sku': '0MKYDKD4ZG267', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/c2f6f026-2da6-4cf3-9487-243a1cf59197/11004714_FRONT.jpg'}, {'name': 'Aba 02', 'sku': 'RM3CQTH19KWH', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/RM3CQTH19KWH/RM3CQTH19KWH_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCN171DF, 0MKYDKD4ZG267, RM3CQTH19KWH', tool_call_id='73b91b94-aa71-44d9-8cef-9b9ae5083ec3')]})