Session Trace

Input

{
  "query": "I need optical glasses, I have an oval face"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='63d0abac-e3f6-49bc-ab8f-cd4f70700095')]}, goto='recommendation_agent')

Input

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

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'face_shape': 'Oval'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): occasion', tool_call_id='0012b462-3d84-4b9f-9083-b5535f5216ad')]})

Input

{
  "query": "optical glasses for an oval face, clean and professional style for work"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='8b1ce8b3-0e66-429c-bfef-6d1eac65da5c')]}, goto='recommendation_agent')

Input

{
  "mood": "Minimal Professional",
  "style": "Classic",
  "occasion": "Work",
  "product_type": "optical",
  "face_shape": "Oval"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'face_shape': 'Oval', 'mood': 'Minimal Professional', 'occasion': 'Work', 'style': 'Classic'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'optical', 'face_shape': 'Oval', 'mood': 'Minimal Professional', 'occasion': 'Work', 'style': 'Classic'}", tool_call_id='ae79567e-4bc5-4400-b50a-4e8300e49dce')]})

Input

{
  "vector_content": "mood: Minimal Professional, style: Classic, occasion: Work",
  "seo_category": "glasses",
  "face_shape": "Oval"
}

Output

Command(update={'products': [{"name":"Moody 02","sku":"0NA26NCC171BS","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e44c2edd-3cc9-40a2-8c8f-638a9368cecd/11004914_FRONT.jpg","price":255.0,"seo_category":"glasses","shape_name":"Oval","material_name":"Mixed","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","Travel"],"mood":["Classic","Elegant","Modern"],"gender_fit":["Women"],"similarity":0.8}, {"name":"Yona 031","sku":"A6MJ1BBRO1Z9","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/A6MJ1BBRO1Z9/A6MJ1BBRO1Z9_FRONT.jpg","price":245.0,"seo_category":"glasses","shape_name":"Round","material_name":"Metal","lens_color_name":"Clear","frame_color_name":"Similar Gold","product_size":"R","size_fit":"Over","face_shape":["Oval","Square","Oblong"],"style":["Minimal","Vintage"],"occasion":["Dail

Input

{
  "selected_skus": "0NA26NCC171BS,A6MJ1BBRO1Z9,9F9VZTIUMZXR"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Moody 02', 'sku': '0NA26NCC171BS', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/e44c2edd-3cc9-40a2-8c8f-638a9368cecd/11004914_FRONT.jpg'}, {'name': 'Yona 031', 'sku': 'A6MJ1BBRO1Z9', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/A6MJ1BBRO1Z9/A6MJ1BBRO1Z9_FRONT.jpg'}, {'name': 'Alio X GD1', 'sku': '9F9VZTIUMZXR', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/9F9VZTIUMZXR/9F9VZTIUMZXR_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 0NA26NCC171BS, A6MJ1BBRO1Z9, 9F9VZTIUMZXR', tool_call_id='cbd5001a-3c60-43c6-8ef8-25d93fbe8459')]})