Session Trace

Input

{
  "query": "ROB KC1이랑 비슷한 안경 추천해줘"
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='3758b3fd-bdaf-4f00-8a0f-2e46a3e56adb')]}, 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

{
  "seo_category": "optical",
  "vector_content": "Minimal contemporary square glasses with mixed material, modern street mood similar to Rob KC1"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='380d5bb5-31b7-49bb-b20a-ae99b048465c')]})

Input

{
  "seo_category": "optical",
  "vector_content": "Square optical, mixed material, minimal, contemporary style"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='18dc9088-2cdb-45bb-988f-9f500e9fd03e')]})

Input

{
  "seo_category": "optical",
  "vector_content": "square optical glasses"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='a91f5459-b1fb-4f30-8e84-a56cf5b6bb19')]})

Input

{
  "seo_category": "glasses",
  "vector_content": "square mixed material glasses"
}

Output

Command(update={'products': [{"name":"Alio X 01","sku":"8NX8YBQ7JSZW","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/8NX8YBQ7JSZW/8NX8YBQ7JSZW_FRONT.jpg","price":285.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Over","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Travel"],"mood":["Modern","Minimal","Street"],"gender_fit":["Unisex"],"similarity":0.85}, {"name":"Beca T4","sku":"YG9449O40ZYE","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/YG9449O40ZYE/YG9449O40ZYE_FRONT.jpg","price":275.0,"seo_category":"glasses","shape_name":"Square","material_name":"Mixed","lens_color_name":"Green","frame_color_name":"Tortoise","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Work","Travel"],"mood":["Modern","Mi

Input

{
  "selected_skus": "8NX8YBQ7JSZW, 10QB18R2HPVTD, 0MKYDKCP7G27S"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Alio X 01', 'sku': '8NX8YBQ7JSZW', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/8NX8YBQ7JSZW/8NX8YBQ7JSZW_FRONT.jpg'}, {'name': 'Zin GC7', 'sku': '10QB18R2HPVTD', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/10QB18R2HPVTD/10QB18R2HPVTD_FRONT.jpg'}, {'name': 'Kafka 01', 'sku': '0MKYDKCP7G27S', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/bf0aa798-647b-4798-939e-b2463215db06/11004764_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: 8NX8YBQ7JSZW, 10QB18R2HPVTD, 0MKYDKCP7G27S', tool_call_id='b4a2d72a-423b-418e-81f2-dded6d5d53c9')]})