Session Trace

Input

{
  "query": "ROB KC1과 비슷한 볼드한 느낌의 선글라스 추천 (둥근 얼굴 체형)"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='8ef551a4-de67-4776-ac20-2e0b1131fb4d')]}, goto='recommendation_agent')

Input

{
  "product_names": "ROB KC1"
}

Output

Command(update={'products': [{"name":"Rob KC1","sku":"W676ZS9U1O4E","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/W676ZS9U1O4E/W676ZS9U1O4E_FRONT.jpg","price":265.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Green","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Travel"],"mood":["Modern","Minimal","Street"],"gender_fit":["Women"]}], 'messages': [ToolMessage(content='[{"name":"Rob KC1","sku":"W676ZS9U1O4E","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/W676ZS9U1O4E/W676ZS9U1O4E_FRONT.jpg","price":265.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Green","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Travel"],"mood

Input

{
  "face_shape": "Round",
  "product_type": "sunglasses",
  "mood": "Bold"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Bold'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Round', 'mood': 'Bold'}", tool_call_id='6e8faf01-6d16-45f3-b953-1f53cd4308e7')]})

Input

{
  "seo_category": "sunglasses",
  "vector_content": "Bold square sunglasses for round face, modern street style, acetate material"
}

Output

Command(update={'products': [{"name":"Gent BRC21","sku":"0P0M4JBDDF0HT","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/edc7ae74-3c12-4d52-94fe-639350fcbbf4/11004970_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Brown","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.87}, {"name":"Queen 01","sku":"13R6HIT3L8K2N","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/CMS_TEST/CMS_TEST_FRONT.jpg","price":279.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","

Input

{
  "selected_skus": "0P0M4JBDDF0HT,0P0M4JBQDF0M0,NPY5BW27DC8B"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Gent BRC21', 'sku': '0P0M4JBDDF0HT', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/edc7ae74-3c12-4d52-94fe-639350fcbbf4/11004970_FRONT.jpg'}, {'name': 'Dust Musk 01', 'sku': '0P0M4JBQDF0M0', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d2aa319a-c978-4422-b730-6aca257250f4/11004989_FRONT.jpg'}, {'name': 'By KC2', 'sku': 'NPY5BW27DC8B', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/NPY5BW27DC8B/NPY5BW27DC8B_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0P0M4JBDDF0HT, 0P0M4JBQDF0M0, NPY5BW27DC8B', tool_call_id='ae8cbcce-c3ea-4cc3-8938-27c3d1c4d98d')]})