Session Trace

Input

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

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='4c014f90-4bef-4f81-8628-02b0c270d86a')]}, 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='63cb5d5a-5b7d-4834-9fb1-be6e5018fb95')]})

Input

{
  "seo_category": "sunglasses",
  "vector_content": "Bold square or wraparound sunglasses for round face, acetate or mixed material, street and contemporary mood, similar to Rob KC1"
}

Output

Command(update={'products': [{"name":"Dear KC6","sku":"MYLIAE9GNOWZ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/MYLIAE9GNOWZ/MYLIAE9GNOWZ_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Brown","frame_color_name":"Green","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"],"similarity":0.87}, {"name":"Noho 01","sku":"0P0M4JBKSF0QJ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/9fb93291-c1e0-40a7-9a1c-12d4ab7f58db/11004996_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square","Oblong"],"style":["Classic","Vintage"],"occasion":["Daily","Trave

Input

{
  "selected_skus": "MYLIAE9GNOWZ,0P0M4JBDDF0HT,0NA26NCA571E1"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dear KC6', 'sku': 'MYLIAE9GNOWZ', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/MYLIAE9GNOWZ/MYLIAE9GNOWZ_FRONT.jpg'}, {'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': 'Hills 01', 'sku': '0NA26NCA571E1', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/9ff65c7e-f715-4099-b980-ced1d310f860/11004911_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: MYLIAE9GNOWZ, 0P0M4JBDDF0HT, 0NA26NCA571E1', tool_call_id='db4d4fd3-8cb5-4b5e-8b93-cfcecc2dfd33')]})