Session Trace

Input

{
  "query": "I need sunglasses for my oval face. Something bold and modern."
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='56c9c1d9-2666-4403-b505-53dbecb844d5')]}, goto='recommendation_agent')

Input

{
  "face_shape": "Oval",
  "product_type": "sunglasses",
  "mood": "Bold Modern"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Oval', 'mood': 'Bold Modern'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Oval', 'mood': 'Bold Modern'}", tool_call_id='51e9482c-d727-46d5-8f8d-3e4a40fc95bd')]})

Input

{
  "size_fit": {
    "include": [],
    "exclude": [
      "Over"
    ]
  },
  "frame_color": {
    "include": [],
    "exclude": []
  },
  "shape_name": {
    "include": [],
    "exclude": []
  },
  "seo_category": {
    "include": [
      "sunglasses"
    ],
    "exclude": []
  },
  "vector_content": "mood: Bold Modern",
  "material_name": {
    "include": [],
    "exclude": []
  },
  "gender_fit": {
    "include": [],
    "exclude": []
  },
  "face_shape": {
    "include": [
      "Oval"
    ],
    "exclude": []
  }
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Ximul 01', 'sku': '193FPTZ32ZLKC', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d8cbd160-b105-4498-a31b-86ffbeb35392/11004491_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': 'Ttl 02', 'sku': 'HR8TMSKKV68S', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/HR8TMSKKV68S/HR8TMSKKV68S_FRONT.jpg'}]}, 'messages': [ToolMessage(content='[{"name": "Ximul 01", "sku": "193FPTZ32ZLKC", "front_image_url": "https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/d8cbd160-b105-4498-a31b-86ffbeb35392/11004491_FRONT.jpg", "price": 365.0, "seo_category": "sunglasses", "shape_name": "Cat-eye", "material_name": "Mixed", "lens_color_name": "Black", "frame_color_name": "Black", "product_size": "R", "size_fit": "Na