Session Trace

Input

{
  "query": "티타늄 소재 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='aefa9a93-d493-4bcb-adfe-ea0ffad9e327')]}, goto='recommendation_agent')

Input

{
  "product_spec": "titanium",
  "product_type": "optical"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'titanium'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): mood', tool_call_id='3f5a77db-5e9e-4181-b5f1-ea96d2bcb903')]})

Input

{
  "query": "현대적인 느낌의 일상용 티타늄 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='286470cf-a890-4707-a815-6f2c5122de06')]}, goto='recommendation_agent')

Input

{
  "style": "Contemporary",
  "mood": "Modern",
  "size_fit": "",
  "product_spec": "titanium",
  "product_type": "optical",
  "occasion": "Daily",
  "gender": "",
  "face_shape": ""
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'titanium', 'mood': 'Modern', 'occasion': 'Daily', 'style': 'Contemporary'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'product_spec': 'titanium', 'mood': 'Modern', 'occasion': 'Daily', 'style': 'Contemporary'}", tool_call_id='0428ae31-db5e-4849-b33e-950750449579')]})

Input

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

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='b5b451b9-fbc5-4fe7-afbe-d25b8101c4d0')]})

Input

{
  "vector_content": "mood: Modern, occasion: Daily, style: Contemporary, material: Titanium",
  "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":"Vonzo GR6","sku":"TW59VAVBR2QZ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/TW59VAVBR2QZ/TW59VAVBR2QZ_FRONT.jpg","price":315.0,"seo_category":"glasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Gray","frame_color_name":"Green","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":[

Input

{
  "selected_skus": "0NA26NCN171DF,SDFZSB9UEKCM,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': 'Atomic 02(B)', 'sku': 'SDFZSB9UEKCM', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/SDFZSB9UEKCM/SDFZSB9UEKCM_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, SDFZSB9UEKCM, RM3CQTH19KWH', tool_call_id='cc750cf1-eb28-4757-a8e5-dc781126a213')]})