Session Trace

Input

{
  "query": "긴 얼굴형에 어울리는 볼드하고 스포티한 무드의 남자 선글라스 추천"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='25d4eaef-efba-4a2e-8dbc-79a10df9ba3e')]}, goto='recommendation_agent')

Input

{
  "mood": "Bold Sporty",
  "gender": "Men",
  "face_shape": "Oblong",
  "product_type": "sunglasses"
}

Output

Command(update={'extracted_slots': {'product_type': 'sunglasses', 'face_shape': 'Oblong', 'mood': 'Bold Sporty', 'gender': 'Men'}, 'messages': [ToolMessage(content="READY: Proceed to search. Collected: {'product_type': 'sunglasses', 'face_shape': 'Oblong', 'mood': 'Bold Sporty', 'gender': 'Men'}", tool_call_id='e520b5c5-26a0-4ab0-ac74-545230af07a2')]})

Input

{
  "vector_content": "mood: Bold Sporty, style: Sporty, occasion: Travel",
  "gender_fit": "Men",
  "seo_category": "sunglasses",
  "face_shape": "Oblong"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='No products found. Try adjusting search parameters.', tool_call_id='4b3b2f37-c0bf-45ea-a535-44ffb8123429')]})

Input

{
  "vector_content": "mood: Bold Sporty, style: Sporty, face_shape: Oblong",
  "seo_category": "sunglasses"
}

Output

Command(update={'products': [{"name":"Bree R3","sku":"1HCZWV6FZS4U6","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/1HCZWV6FZS4U6/1HCZWV6FZS4U6_FRONT.jpg","price":475.0,"seo_category":"sunglasses","shape_name":"Wraparound","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Red","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round"],"style":["Street","Sporty"],"occasion":["Special","Travel"],"mood":["Sporty","Futuristic","Bold"],"gender_fit":["Unisex"],"similarity":0.84}, {"name":"Boni G11","sku":"0P0M4JBR9F0HR","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/827925cc-a74e-47d3-a11b-bf8cf1704d94/11005020_FRONT.jpg","price":295.0,"seo_category":"sunglasses","shape_name":"Cat-eye","material_name":"Acetate","lens_color_name":"Blue","frame_color_name":"Gray","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Round"],"style":["Contemporary","Vintage"],"occasion":["Daily","Travel","Sp

Input

{
  "selected_skus": "1HCZWV6FZS4U6, GZW6LARR4I04, 0MKYDKC1VG24Y"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Bree R3', 'sku': '1HCZWV6FZS4U6', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/1HCZWV6FZS4U6/1HCZWV6FZS4U6_FRONT.jpg'}, {'name': 'Ex SG13', 'sku': 'GZW6LARR4I04', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/GZW6LARR4I04/GZW6LARR4I04_FRONT.jpg'}, {'name': 'Apex 01', 'sku': '0MKYDKC1VG24Y', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/74f62b74-932f-4822-80ae-2c79b21aa205/11004665_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 1HCZWV6FZS4U6, GZW6LARR4I04, 0MKYDKC1VG24Y', tool_call_id='6e2d6055-5c99-4291-992c-7a595f6289f8')]})