Session Trace

Input

{
  "query": "Rococo 01 같은데 좀 더 가벼운 느낌의 제품 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='548a68e3-c4fe-4fa2-943f-8f4fd40f00b4')]}, goto='recommendation_agent')

Input

{
  "product_names": "Rococo 01"
}

Output

Command(update={'products': [{"name":"Rococo 01","sku":"1BZJQXA73TJ6L","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_FRONT.jpg","price":305.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","Vintage"],"occasion":["Daily","Travel","Special"],"mood":["Feminine","Elegant","Bold"],"gender_fit":["Women"]}], 'messages': [ToolMessage(content='[{"name": "Rococo 01", "sku": "1BZJQXA73TJ6L", "front_image_url": "https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_FRONT.jpg", "price": 305.0, "seo_category": "sunglasses", "shape_name": "Cat-eye", "material_name": "Acetate", "lens_color_name": "Black", "frame_color_name": "Black", "product_size": "R", "size_fit": "Narrow", "face_shape": ["Oval", "Round"], "style": ["Contemporary", "Vint

Input

{
  "mood": "Soft Minimal",
  "style": "Contemporary",
  "size_fit": "Narrow",
  "gender": "Women",
  "product_type": "sunglasses"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'size_fit': 'Narrow', 'mood': 'Soft Minimal', 'style': 'Contemporary', 'gender': 'Women'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'size_fit': 'Narrow', 'mood': 'Soft Minimal', 'style': 'Contemporary', 'gender': 'Women'}", tool_call_id='3be3039c-1ebd-4fab-9b83-a0208684a2c8')]})

Input

{
  "vector_content": "mood: Soft Minimal, style: Contemporary, occasion: Daily",
  "gender_fit": "Women",
  "size_fit": "Narrow",
  "shape_name": "Cat-eye",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"Crepe 01","sku":"0P0M4JB81F0KW","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/0cd12f20-b3cd-495a-a498-7c2543b4ebfc/11004961_FRONT.jpg","price":305.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Mixed","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","Vintage"],"occasion":["Daily","Travel","Special"],"mood":["Feminine","Elegant","Modern"],"gender_fit":["Women"],"similarity":0.81}, {"name":"Eq P8","sku":"0MKYDKCBKG24W","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/dd1c9e5d-cd98-41ea-8a45-a8f96920a88d/11004727_FRONT.jpg","price":315.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Silver","frame_color_name":"Pink","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","Vintage"

Input

{
  "selected_skus": "0P0M4JB81F0KW, 0NA26NCJD71D9, 0P0M4JBMSF0P7"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Crepe 01', 'sku': '0P0M4JB81F0KW', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/0cd12f20-b3cd-495a-a498-7c2543b4ebfc/11004961_FRONT.jpg'}, {'name': 'Sage BR2', 'sku': '0P0M4JBMSF0P7', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/0aad7c35-5420-44ff-a71a-65a4acaf75d9/11004994_FRONT.jpg'}, {'name': 'Limes 02(BR)', 'sku': '0NA26NCJD71D9', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/c3e5b9f7-da4e-480e-b46d-c1f6cd4a7aea/11004941_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0P0M4JB81F0KW, 0P0M4JBMSF0P7, 0NA26NCJD71D9', tool_call_id='806c29d5-f013-4ae5-bb41-8d14c388ba4b')]})