2025-11-10 14:31:43-Step 01: Request processed successfully 2025-11-10 14:31:43-Step 01.1: Keyword :U29saWQgRHJlc3Mgd2l0aCBFbWJlbGxpc2hlZCBTdG9uZXMgKFZOVDEwMDUp 2025-11-10 14:31:43-Step 02.1.0: Keyword(decoded): Solid Dress with Embellished Stones (VNT1005) 2025-11-10 14:31:43-Step 02: > Original Title: Solid Dress with Embellished Stones (VNT1005) > Market Name: Kashkha > Market Zone: Gulf/UAE Zone/Region 2025-11-10 14:31:43-Step 02.2: Sending GPT request for commodity extraction > Product Title: Solid Dress with Embellished Stones (VNT1005) > Labels Context: Perfume, Supplement, Lithium, Liquid 2025-11-10 14:31:43-Step 02.2.2 (COMMODITY & TRANSLATION): GPT attempt 1 > Output: "Apparel", "Solid Dress with Embellished Stones", "6204.62" > Tokens Used: 378 > Key: sk-proj-Gexxxxxb4QMA > Response: {'id': 'chatcmpl-CaI4OhFNYCTgiBGh9CI3SguHO08vU', 'object': 'chat.completion', 'created': 1762765304, 'model': 'gpt-3.5-turbo-0125', 'choices': [{'index': 0, 'message': {'role': 'assistant', 'content': '"Apparel", "Solid Dress with Embellished Stones", "6204.62"', 'refusal': None, 'annotations': []}, 'logprobs': None, 'finish_reason': 'stop'}], 'usage': {'prompt_tokens': 359, 'completion_tokens': 19, 'total_tokens': 378, '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} 2025-11-10 14:31:43-Step 02.3: GPT Parsed -> Commodity: Apparel, HS Code: 6204.62 2025-11-10 14:31:43-Step 02.2.2 (WEIGHT): GPT attempt 1 > Output: I will first translate the product title "Solid Dress with Embellished Stones (VNT1005)" into the most accurate commodity category. Then, I will provide an estimated weight for a similar product. Based on the product title, "Solid Dress with Embellished Stones," this product falls under the category of "Women's Dresses" or "Women's Clothing" in general. For a solid dress with embellished stones, a reasonable estimated weight would be around 300g to 500g, depending on the size and fabric of the dress. Therefore, I would estimate the weight to be around 400g. > Tokens Used: 276 > Key: sk-proj-HLxxxxxZ0fAA > Response: {'id': 'chatcmpl-CaI4WU34HaxyAlyxCp4GSIghSIK2n', 'object': 'chat.completion', 'created': 1762765312, 'model': 'gpt-3.5-turbo-0125', 'choices': [{'index': 0, 'message': {'role': 'assistant', 'content': 'I will first translate the product title "Solid Dress with Embellished Stones (VNT1005)" into the most accurate commodity category. Then, I will provide an estimated weight for a similar product.\n\nBased on the product title, "Solid Dress with Embellished Stones," this product falls under the category of "Women\'s Dresses" or "Women\'s Clothing" in general. \n\nFor a solid dress with embellished stones, a reasonable estimated weight would be around 300g to 500g, depending on the size and fabric of the dress. Therefore, I would estimate the weight to be around 400g.', 'refusal': None, 'annotations': []}, 'logprobs': None, 'finish_reason': 'stop'}], 'usage': {'prompt_tokens': 150, 'completion_tokens': 126, 'total_tokens': 276, '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} 2025-11-10 14:31:43-Step 03: > Commodity: Apparel > GPT Weight: I will first translate the product title "Solid Dress with Embellished Stones (VNT1005)" into the most accurate commodity category. Then, I will provide an estimated weight for a similar product. Based on the product title, "Solid Dress with Embellished Stones," this product falls under the category of "Women's Dresses" or "Women's Clothing" in general. For a solid dress with embellished stones, a reasonable estimated weight would be around 300g to 500g, depending on the size and fabric of the dress. Therefore, I would estimate the weight to be around 400g. > HS Code: 6204.62 > GPT Keys: [sk-proj-Gexxxxxb4QMA / sk-proj-HLxxxxxZ0fAA] 2025-11-10 14:31:43-Final Selected -> Category: Apparel, Translated: Solid Dress with Embellished Stones (VNT1005), HS Code: 6204.62 2025-11-10 14:31:43-Step 06: AI returned valid weights → [{'weight_value': 0.3, 'weight_unit': 'kilogram'}, {'weight_value': 300.0, 'weight_unit': 'gram'}, {'weight_value': 0.661, 'weight_unit': 'lb'}, {'weight_value': 10.582, 'weight_unit': 'oz'}] 2025-11-10 14:31:43-Step 06: Weight Value: 0.3, Unit: kilogram 2025-11-10 14:31:43-Step 07: > All Weight Found : [[{'weight_value': 0.3, 'weight_unit': 'kilogram'}, {'weight_value': 300.0, 'weight_unit': 'gram'}, {'weight_value': 0.661, 'weight_unit': 'lb'}, {'weight_value': 10.582, 'weight_unit': 'oz'}], [{'weight_value': 0.5, 'weight_unit': 'kilogram'}, {'weight_value': 500.0, 'weight_unit': 'gram'}, {'weight_value': 1.102, 'weight_unit': 'lb'}, {'weight_value': 17.637, 'weight_unit': 'oz'}], [{'weight_value': 0.4, 'weight_unit': 'kilogram'}, {'weight_value': 400.0, 'weight_unit': 'gram'}, {'weight_value': 0.882, 'weight_unit': 'lb'}, {'weight_value': 14.11, 'weight_unit': 'oz'}]], > First Weight value : [{'weight_value': 0.3, 'weight_unit': 'kilogram'}, {'weight_value': 300.0, 'weight_unit': 'gram'}, {'weight_value': 0.661, 'weight_unit': 'lb'}, {'weight_value': 10.582, 'weight_unit': 'oz'}]. 2025-11-10 14:31:43-Step 08: Response returned: {'category': 'Apparel', 'all_weights': [{'weight_value': 0.3, 'weight_unit': 'kilogram'}, {'weight_value': 300.0, 'weight_unit': 'gram'}, {'weight_value': 0.661, 'weight_unit': 'lb'}, {'weight_value': 10.582, 'weight_unit': 'oz'}], 'hs_code': '6204.62'}