Session Trace

Input

{
  "query": "티타늄 소재 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='33548d33-fcf3-4331-993b-b6542cf0f3d1')]}, goto='recommendation_agent')

Input

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

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='949c6ade-4d4f-4868-a0f2-bc964db4e225')]})

Input

{
  "query": "일상용 티타늄 소재 안경 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='3ed69242-32f1-43ae-bc1c-082f839b95e1')]}, goto='recommendation_agent')

Input

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

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'product_spec': 'Titanium', 'occasion': 'Daily'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'product_spec': 'Titanium', 'occasion': 'Daily'}", tool_call_id='c4431dd6-e3c4-4320-8d5e-6e9122d0dd92')]})

Input

{
  "seo_category": "glasses",
  "material_name": "Titanium",
  "vector_content": "occasion: Daily, mood: Minimal Casual Soft, style: Classic Contemporary"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='69cfcb39-727f-4a1c-9392-f5e963752701')]})

Input

{
  "seo_category": "glasses",
  "vector_content": "material: Titanium, occasion: Daily, mood: Minimal Casual Soft, style: Classic Contemporary"
}

Output

Command(update={'products': [{"name":"Kota 02","sku":"0NA26NCS571E6","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/ea923425-6616-49cd-b73f-856661cb3ece/11004928_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Oval","material_name":"Metal","lens_color_name":"Clear","frame_color_name":"Silver","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square"],"style":["Minimal","Contemporary","Vintage"],"occasion":["Daily","Work"],"mood":["Classic","Elegant","Minimal"],"gender_fit":["Women"],"similarity":0.84}, {"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","Contempo

Input

{
  "selected_skus": "0NA26NCS571E6,A6MJ1BBRO1Z9,PC1FMC2O5P26"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Kota 02', 'sku': '0NA26NCS571E6', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/ea923425-6616-49cd-b73f-856661cb3ece/11004928_FRONT.jpg'}, {'name': 'Yona 031', 'sku': 'A6MJ1BBRO1Z9', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/A6MJ1BBRO1Z9/A6MJ1BBRO1Z9_FRONT.jpg'}, {'name': 'Ep 02', 'sku': 'PC1FMC2O5P26', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/PC1FMC2O5P26/PC1FMC2O5P26_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCS571E6, A6MJ1BBRO1Z9, PC1FMC2O5P26', tool_call_id='01c1677a-3ffd-4a71-a38a-65950f3cd4eb')]})