Session Trace

Input

{
  "query": "Lang 01과 비슷한 여성용 컨템포러리 분위기의 안경 추천해 줘."
}

Output

Command(graph='__parent__', update={'messages': [ToolMessage(content='Transferring to recommendation agent.', tool_call_id='50c4af73-0f5a-4dfa-a04c-608673b8ee2a')]}, goto='recommendation_agent')

Input

{
  "product_names": "Lang 01"
}

Output

Command(update={'products': [{"name":"Lady Lang 01","sku":"KS78I5HR7Z30","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/64b42c5a-065f-4148-8207-53cfab412648/11004361_FRONT.jpg","price":265.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Over","face_shape":["Oval","Square","Oblong"],"style":["Classic","Vintage"],"occasion":["Daily","Travel"],"mood":["Soft","Casual","Bold"],"gender_fit":["Women"]}, {"name":"Lolang 01","sku":"1C1TA2YD8W01H","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/5938f96e-73c1-4d59-81e5-96cc7f066c2e/11004544_FRONT.jpg","price":315.0,"seo_category":"sunglasses","shape_name":"Oval","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square"],"style":["Minimal","Classic"],"occasion":["Daily","Travel"],

Input

{
  "gender": "Women",
  "product_type": "optical",
  "mood": "Contemporary"
}

Output

Command(update={'extracted_slots': {'product_type': 'optical', 'mood': 'Contemporary', 'gender': 'Women'}, 'messages': [ToolMessage(content='NOT_READY: Ask about one of these (priority order): size_fit', tool_call_id='c9a10f61-10f7-43bd-8fd2-641088707f29')]})

Input

{
  "seo_category": "optical",
  "vector_content": "Women contemporary round oval acetate optical glasses similar to Lang 01 frame"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='9846fe47-6231-41fc-8214-d78cd7241637')]})

Input

{
  "seo_category": "optical",
  "vector_content": "Women contemporary acetate optical round oval glasses"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='7dc19615-c947-444e-a7a6-b28c199ff869')]})

Input

{
  "seo_category": "optical",
  "vector_content": "Women acetate optical glasses round oval black contemporary"
}

Output

Command(update={'products': [], 'messages': [ToolMessage(content='[]', tool_call_id='313e187d-02df-4985-9468-2b20eca60d25')]})

Input

{
  "vector_content": "Women glasses acetate round contemporary black"
}

Output

Command(update={'products': [{"name":"Lamda 01","sku":"0P0M4JBT9F0QZ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/1824e1e8-ba25-4664-a43d-487aa2fc01cf/11005002_FRONT.jpg","price":275.0,"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":0.87}, {"name":"Jade G1","sku":"OHASDDUZOPK0","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/OHASDDUZOPK0/OHASDDUZOPK0_FRONT.jpg","price":255.0,"seo_category":"sunglasses","shape_name":"Round","material_name":"Acetate","lens_color_name":"Black","frame_color_name":"Gray","product_size":"R","size_fit":"Regular","face_shape":["Oval","Square","Oblong"],"style":["Classic","Vintage"],"occasion":["Daily"

Input

{
  "seo_category": "glasses",
  "vector_content": "Women round acetate optical glasses contemporary black"
}

Output

Command(update={'products': [{"name":"Corori 01","sku":"NV5QDOQM4XYQ","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/da30a4f1-324c-47bd-9086-2221aa936ce8/NV5QDOQM4XYQ_FRONT.jpg","price":275.0,"seo_category":"glasses","shape_name":"Oval","material_name":"Acetate","lens_color_name":"Clear","frame_color_name":"Black","product_size":"R","size_fit":"Narrow","face_shape":["Oval","Square"],"style":["Minimal","Contemporary","Vintage"],"occasion":["Daily","Travel"],"mood":["Classic","Elegant","Casual"],"gender_fit":["Women"],"similarity":0.87}, {"name":"Vonzo GC9","sku":"T4SMTT2O2VSH","front_image_url":"https://gm-prd-resource.gentlemonster.com/catalog/product/T4SMTT2O2VSH/T4SMTT2O2VSH_FRONT.jpg","price":295.0,"seo_category":"glasses","shape_name":"Square","material_name":"Acetate","lens_color_name":"Clear","frame_color_name":"Gray","product_size":"R","size_fit":"Regular","face_shape":["Oval","Round","Oblong"],"style":["Minimal","Contemporary"],"occasion":["Da

Input

{
  "selected_skus": "NV5QDOQM4XYQ,T4SMTT2MSWXC,0NA26NCDD71DK"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Corori 01', 'sku': 'NV5QDOQM4XYQ', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/da30a4f1-324c-47bd-9086-2221aa936ce8/NV5QDOQM4XYQ_FRONT.jpg'}, {'name': 'La cha 01(C)', 'sku': '0NA26NCDD71DK', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/79d08d45-b9a2-4fdc-87a0-3b80f719565a/11004939_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 2 product(s) for recommendation: NV5QDOQM4XYQ, 0NA26NCDD71DK', tool_call_id='25323253-da04-4b14-a7d6-9cb46708b46e')]})

Input

{
  "selected_skus": "NV5QDOQM4XYQ,0NA26NCDD71DK,10QB18R2IVCN6"
}

Output

Command(update={'product_cards': {'card_type': 'action', 'products': [{'name': 'Corori 01', 'sku': 'NV5QDOQM4XYQ', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/da30a4f1-324c-47bd-9086-2221aa936ce8/NV5QDOQM4XYQ_FRONT.jpg'}, {'name': 'La cha 01(C)', 'sku': '0NA26NCDD71DK', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/bulk/79d08d45-b9a2-4fdc-87a0-3b80f719565a/11004939_FRONT.jpg'}, {'name': 'Karl 01', 'sku': '10QB18R2IVCN6', 'image_url': 'https://gm-prd-resource.gentlemonster.com/catalog/product/10QB18R2IVCN6/10QB18R2IVCN6_FRONT.jpg'}]}, 'messages': [ToolMessage(content='Selected 3 product(s) for recommendation: NV5QDOQM4XYQ, 0NA26NCDD71DK, 10QB18R2IVCN6', tool_call_id='5ef685fd-47a3-4f46-a863-5198e045b1c0')]})