Session Trace

Input

{
  "query": "Eve 01 같은 느낌의 선글라스 없어? 갸름한 얼굴에 클래식한 분위기로"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='9bea1b03-92ef-4aee-8207-3ce8f5a6c3bf')]}, goto='recommendation_agent')

Input

{
  "product_names": "Eve 01"
}

Output

Command(update={'products': [{"name":"Evan 01","sku":"Z7LR5RGVUNXM","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/Z7LR5RGVUNXM/Z7LR5RGVUNXM_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Daily","Work"],"mood":["Modern","Minimal","Bold"],"gender_fit":["Unisex"]}, {"name":"Eq 01","sku":"0MKYDKC93G27G","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/517c0b04-c0ca-44c4-81b4-21a75cf654db/11004726_FRONT.jpg","price":315.0,"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":["F

Input

{
  "product_names": "Eve"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found for: Eve', tool_call_id='2ba3ce95-d2cf-4432-bd85-c10997a5c4c2')]})

Input

{
  "face_shape": "Oval",
  "occasion": "Daily",
  "gender": "Women",
  "product_type": "sunglasses",
  "mood": "Classic",
  "style": "Classic"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Oval', 'mood': 'Classic', 'occasion': 'Daily', 'style': 'Classic', 'gender': 'Women'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Oval', 'mood': 'Classic', 'occasion': 'Daily', 'style': 'Classic', 'gender': 'Women'}", tool_call_id='283d9330-e73b-40a4-a7d8-809d2e56d5e1')]})

Input

{
  "seo_category": "sunglasses",
  "vector_content": "Classic cat-eye sunglasses for oval face, feminine and elegant acetate frame"
}

Output

Command(update={'products': [{"name":"Dodo 01","sku":"0P0M4JBH5F0NN","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/cdedf26c-b7df-46f8-bb6f-cccf2c65c892/11004950_FRONT.jpg","price":285.0,"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"],"similarity":0.89}, {"name":"Duns Gr9","sku":"1326FNYSQTD4M","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/6a0acc2c-d3cd-484d-97df-4d3088544d0a/1326FNYSQTD4M_FRONT.jpg","price":315.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Brown","frame_color_name":"Green","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","V

Input

{
  "selected_skus": "1BZJQXA73TJ6L,0P0M4JBH5F0NN,0P0M4JBMDF0J5"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dodo 01', 'sku': '0P0M4JBH5F0NN', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/cdedf26c-b7df-46f8-bb6f-cccf2c65c892/11004950_FRONT.jpg'}, {'name': 'Rococo 01', 'sku': '1BZJQXA73TJ6L', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: 0P0M4JBH5F0NN, 1BZJQXA73TJ6L', tool_call_id='578bb84e-13ac-4f0c-ab5b-3183a125cbfb')]})

Input

{
  "selected_skus": "1BZJQXA73TJ6L,0P0M4JBH5F0NN,0NA26NCH571G1"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Dodo 01', 'sku': '0P0M4JBH5F0NN', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/cdedf26c-b7df-46f8-bb6f-cccf2c65c892/11004950_FRONT.jpg'}, {'name': 'Rococo 01', 'sku': '1BZJQXA73TJ6L', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/1BZJQXA73TJ6L/1BZJQXA73TJ6L_FRONT.jpg'}, {'name': 'Limes 01', 'sku': '0NA26NCH571G1', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/86b3748b-cb4a-46de-b696-c4ef36fa7c11/11004940_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0P0M4JBH5F0NN, 1BZJQXA73TJ6L, 0NA26NCH571G1', tool_call_id='654ff297-665a-4ed9-b992-d544f406fc1a')]})