2025-11-26 11:58:18-Step 01: Request processed successfully 2025-11-26 11:58:18-Step 01.1: Keyword :TUFSTEVEIEZBVVggRlVSIFNDQVJG 2025-11-26 11:58:18-Step 02.1.0: Keyword(decoded): MARLED FAUX FUR SCARF 2025-11-26 11:58:18-Step 02: > Original Title: MARLED FAUX FUR SCARF > Market Name: ZARA > Market Zone: United Kingdom Zone/Region 2025-11-26 11:58:18-Step 02.2: Sending GPT request for commodity extraction > Product Title: MARLED FAUX FUR SCARF > Labels Context: Perfume, Supplement, Lithium, Liquid 2025-11-26 11:58:18-Step 02.2.2 (COMMODITY & TRANSLATION): GPT attempt 1 > Output: "Apparel", "MARLED FAUX FUR SCARF", "6214.10.00" > Tokens Used: 377 > Key: sk-proj-XtxxxxxbROUA > Response: {'id': 'chatcmpl-Cg3IhlzTz2DMgHTyIPmWAQi8nTfJH', 'object': 'chat.completion', 'created': 1764138499, 'model': 'gpt-3.5-turbo-0125', 'choices': [{'index': 0, 'message': {'role': 'assistant', 'content': '"Apparel", "MARLED FAUX FUR SCARF", "6214.10.00"', 'refusal': None, 'annotations': []}, 'logprobs': None, 'finish_reason': 'stop'}], 'usage': {'prompt_tokens': 354, 'completion_tokens': 23, 'total_tokens': 377, 'prompt_tokens_details': {'cached_tokens': 0, 'audio_tokens': 0}, 'completion_tokens_details': {'reasoning_tokens': 0, 'audio_tokens': 0, 'accepted_prediction_tokens': 0, 'rejected_prediction_tokens': 0}}, 'service_tier': 'default', 'system_fingerprint': None} 2025-11-26 11:58:18-Step 02.3: GPT Parsed -> Commodity: Apparel, HS Code: 6214.10 2025-11-26 11:58:18-Step 02.2.2 (WEIGHT): GPT attempt 1 > Output: I will first translate the product title "MARLED FAUX FUR SCARF" to English and then estimate the weight. Translated to English: MARLED FAUX FUR SCARF Based on similar faux fur scarves, the estimated weight of a faux fur scarf is around 150-200g. Therefore, I estimate the weight of the "MARLED FAUX FUR SCARF" to be around 175g. > Tokens Used: 238 > Key: sk-proj-QExxxxxY5JEA > Response: {'id': 'chatcmpl-Cg3IprfFs6SGixyAEwcknHv0q6oo5', 'object': 'chat.completion', 'created': 1764138507, 'model': 'gpt-3.5-turbo-0125', 'choices': [{'index': 0, 'message': {'role': 'assistant', 'content': 'I will first translate the product title "MARLED FAUX FUR SCARF" to English and then estimate the weight. \n\nTranslated to English: MARLED FAUX FUR SCARF\n\nBased on similar faux fur scarves, the estimated weight of a faux fur scarf is around 150-200g. Therefore, I estimate the weight of the "MARLED FAUX FUR SCARF" to be around 175g.', 'refusal': None, 'annotations': []}, 'logprobs': None, 'finish_reason': 'stop'}], 'usage': {'prompt_tokens': 147, 'completion_tokens': 91, 'total_tokens': 238, 'prompt_tokens_details': {'cached_tokens': 0, 'audio_tokens': 0}, 'completion_tokens_details': {'reasoning_tokens': 0, 'audio_tokens': 0, 'accepted_prediction_tokens': 0, 'rejected_prediction_tokens': 0}}, 'service_tier': 'default', 'system_fingerprint': None} 2025-11-26 11:58:18-Step 03: > Commodity: Apparel > GPT Weight: I will first translate the product title "MARLED FAUX FUR SCARF" to English and then estimate the weight. Translated to English: MARLED FAUX FUR SCARF Based on similar faux fur scarves, the estimated weight of a faux fur scarf is around 150-200g. Therefore, I estimate the weight of the "MARLED FAUX FUR SCARF" to be around 175g. > HS Code: 6214.10 > GPT Keys: [sk-proj-XtxxxxxbROUA / sk-proj-QExxxxxY5JEA] 2025-11-26 11:58:18-Final Selected -> Category: Apparel, Translated: MARLED FAUX FUR SCARF, HS Code: 6214.10 2025-11-26 11:58:18-Step 06: AI returned valid weights → [{'weight_value': 0.2, 'weight_unit': 'kilogram'}, {'weight_value': 200.0, 'weight_unit': 'gram'}, {'weight_value': 0.441, 'weight_unit': 'lb'}, {'weight_value': 7.055, 'weight_unit': 'oz'}] 2025-11-26 11:58:18-Step 06: Weight Value: 0.2, Unit: kilogram 2025-11-26 11:58:18-Step 07: > All Weight Found : [[{'weight_value': 0.2, 'weight_unit': 'kilogram'}, {'weight_value': 200.0, 'weight_unit': 'gram'}, {'weight_value': 0.441, 'weight_unit': 'lb'}, {'weight_value': 7.055, 'weight_unit': 'oz'}], [{'weight_value': 0.175, 'weight_unit': 'kilogram'}, {'weight_value': 175.0, 'weight_unit': 'gram'}, {'weight_value': 0.386, 'weight_unit': 'lb'}, {'weight_value': 6.173, 'weight_unit': 'oz'}]], > First Weight value : [{'weight_value': 0.2, 'weight_unit': 'kilogram'}, {'weight_value': 200.0, 'weight_unit': 'gram'}, {'weight_value': 0.441, 'weight_unit': 'lb'}, {'weight_value': 7.055, 'weight_unit': 'oz'}]. 2025-11-26 11:58:18-Step 08: Response returned: {'category': 'Apparel', 'all_weights': [{'weight_value': 0.2, 'weight_unit': 'kilogram'}, {'weight_value': 200.0, 'weight_unit': 'gram'}, {'weight_value': 0.441, 'weight_unit': 'lb'}, {'weight_value': 7.055, 'weight_unit': 'oz'}], 'hs_code': '6214.10'}