{"status":"success","ai_response":"Dạ mình tìm được vài mẫu **áo đi làm** của CANIFA (đều theo hướng gọn gàng, dễ phối):\n\n1) **Áo polo active nam**  \n- **Giá:** 419.300đ (**-30%**)  \n- **Màu:** Trắng / Xanh da trời  \n- **Size:** S–XXL  \n- Link: https://canifa.com/ao-polo-nam-8tp25s009\n\n2) **Áo sơ mi nam cotton dài tay dáng ôm**  \n- **Giá:** 419.300đ (**-30%**)  \n- **Màu:** Trắng / Xanh than (tuỳ màu)  \n- **Size:** S–XXL  \n- Link: https://canifa.com/ao-so-mi-nam-8th25w008\n\nBạn cho em xin nhanh: bạn **nam hay nữ**, và bạn thường mặc **size** (S/M/L/XL hoặc theo số áo)? Em sẽ lọc đúng 1–2 mẫu chuẩn nhất cho bạn.","products":[{"sku":"8BK25A004","name":"Quần khaki nam dáng ôm","price":594150,"original_price":699000,"discount":"-15%","color":"Xám/ Gray","gender":"men","product_line":"Quần Khaki","image":"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/b/8bk25a004-sa096-32-1-u.jpg","url":"https://canifa.com/quan-khaki-nam-8bk25a004?color=SA096&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1","sizes":"31|29|32|30|28|33"},{"sku":"8BK25A004","name":"Quần khaki nam dáng ôm","price":594150,"original_price":699000,"discount":"-15%","color":"Xanh da trời/ Blue","gender":"men","product_line":"Quần Khaki","image":"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/b/8bk25a004-sb246-32-1-u.jpg","url":"https://canifa.com/quan-khaki-nam-8bk25a004?color=SB246&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1","sizes":"33|31|28|32|30|29"},{"sku":"8BK25A004","name":"Quần khaki nam dáng 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phông","image":"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/t/8ts25s015-sk010-1-thumb.jpg","url":"https://canifa.com/ao-phong-active-nam-8ts25s015?color=SK010&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1","sizes":"XL|S|L|M|XXL"},{"sku":"8TH25W008","name":"Áo sơ mi nam cotton dài tay dáng ôm","price":419300,"original_price":599000,"discount":"-30%","color":"Trắng/ White","gender":"men","product_line":"Áo Sơ mi","image":"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/t/8th25w008-sw001-l-1-u.jpg","url":"https://canifa.com/ao-so-mi-nam-8th25w008?color=SW001&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1","sizes":"XXL|S|XL|L|M"},{"sku":"8TH25W008","name":"Áo sơ mi nam cotton dài tay dáng ôm","price":419300,"original_price":599000,"discount":"-30%","color":"Xanh than/ Aqua","gender":"men","product_line":"Áo Sơ mi","image":"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/t/8th25w008-sl349-l-1-u.jpg","url":"https://canifa.com/ao-so-mi-nam-8th25w008?color=SL349&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1","sizes":"XL|M|L|S|XXL"}],"trace_id":"","lead_stage":{"stage":2,"stage_name":"INTEREST","confidence":0.62,"reasoning":"Khách chỉ nêu nhu cầu “áo đi làm”, thể hiện đang tìm sản phẩm phù hợp nhưng chưa hỏi chi tiết hay chốt mua. Đây là tín hiệu quan tâm đến loại/nhu cầu sản phẩm.","tone_directive":"Consultant","behavioral_hints":["Hỏi thêm giới tính và độ tuổi/gu mặc (công sở lịch sự hay năng động) để gợi ý đúng nhóm áo.","Chào hỏi và đưa vài lựa chọn phổ biến cho áo đi làm (ví dụ sơ mi, polo, blouse) kèm chất liệu thoáng/mát.","Hỏi size và chiều cao/cân nặng hoặc form để tư vấn nhanh."]},"pipeline":[{"step":"user","label":"👤 User","content":"áo đi làm"},{"step":"classifier","label":"🧠 Classifier AI","content":"Stage 2: INTEREST (Conf: 0.62)\nLý do: Khách chỉ nêu nhu cầu “áo đi làm”, thể hiện đang tìm sản phẩm phù hợp nhưng chưa hỏi chi tiết hay chốt mua. Đây là tín hiệu quan tâm đến loại/nhu cầu sản phẩm.","raw_json":"{\n  \"stage\": 2,\n  \"stage_name\": \"INTEREST\",\n  \"confidence\": 0.62,\n  \"reasoning\": \"Khách chỉ nêu nhu cầu “áo đi làm”, thể hiện đang tìm sản phẩm phù hợp nhưng chưa hỏi chi tiết hay chốt mua. Đây là tín hiệu quan tâm đến loại/nhu cầu sản phẩm.\",\n  \"tone_directive\": \"Consultant\",\n  \"behavioral_hints\": [\n    \"Hỏi thêm giới tính và độ tuổi/gu mặc (công sở lịch sự hay năng động) để gợi ý đúng nhóm áo.\",\n    \"Chào hỏi và đưa vài lựa chọn phổ biến cho áo đi làm (ví dụ sơ mi, polo, blouse) kèm chất liệu thoáng/mát.\",\n    \"Hỏi size và chiều cao/cân nặng hoặc form để tư vấn nhanh.\"\n  ]\n}","elapsed_ms":3524},{"step":"stylist_tool_call","label":"🔧 Stylist AI → Tool Call","elapsed_ms":2080,"content":"Gọi 1 tool(s): tag_search_tool","tool_calls":[{"name":"tag_search_tool","args":{"keywords":["áo đi làm"],"tags":["occ:di_lam","style:thanh_lich"],"reasoning":"Khách hỏi chung 'áo đi làm' nên ưu tiên tag đi làm và style thanh lịch để tìm các mẫu phù hợp công sở."}}]},{"step":"stylist","label":"💬 Stylist AI","elapsed_ms":3483,"content":"Dạ mình tìm được vài mẫu **áo đi làm** của CANIFA (đều theo hướng gọn gàng, dễ phối):\n\n1) **Áo polo active nam**  \n- **Giá:** 419.300đ (**-30%**)  \n- **Màu:** Trắng / Xanh da trời  \n- **Size:** S–XXL  \n- Link: https://canifa.com/ao-polo-nam-8tp25s009\n\n2) **Áo sơ mi nam cotton dài tay dáng ôm**  \n- **Giá:** 419.300đ (**-30%**)  \n- **Màu:** Trắng / Xanh than (tuỳ màu)  \n- **Size:** S–XXL  \n- Link: https://canifa.com/ao-so-mi-nam-8th25w008\n\nBạn cho em xin nhanh: bạn **nam hay nữ**, và bạn thường mặ..."},{"step":"tool_result","label":"📦 Tool Result (tag_search_tool)","content":"✅ Tìm thấy 20 sản phẩm (94.44ms) [Tier 1]\n• Quần khaki nam dáng ôm\n• Quần khaki nam dáng ôm\n• Quần khaki nam dáng ôm\n• Quần khaki nam dáng ôm\n• Áo polo active nam\n... và 10 sản phẩm khác","raw_json":"{\n  \"status\": \"success\",\n  \"count\": 20,\n  \"tier\": 1,\n  \"elapsed_ms\": 94.44,\n  \"reasoning\": \"Khách hỏi chung 'áo đi làm' nên ưu tiên tag đi làm và style thanh lịch để tìm các mẫu phù hợp công sở.\",\n  \"keywords_used\": [\n    \"áo đi làm\"\n  ],\n  \"tags_used\": [\n    \"occ:di_lam\",\n    \"style:thanh_lich\"\n  ],\n  \"products\": [\n    {\n      \"sku\": \"8BK25A004\",\n      \"name\": \"Quần khaki nam dáng ôm\",\n      \"price\": 594150,\n      \"original_price\": 699000,\n      \"discount\": \"-15%\",\n      \"color\": \"Xám/ Gray\",\n      \"gender\": \"men\",\n      \"product_line\": \"Quần Khaki\",\n      \"image\": \"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/b/8bk25a004-sa096-32-1-u.jpg\",\n      \"url\": \"https://canifa.com/quan-khaki-nam-8bk25a004?color=SA096&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1\",\n      \"sizes\": \"31|29|32|30|28|33\"\n    },\n    {\n      \"sku\": \"8BK25A004\",\n      \"name\": \"Quần khaki nam dáng ôm\",\n      \"price\": 594150,\n      \"original_price\": 699000,\n      \"discount\": \"-15%\",\n      \"color\": \"Xanh da trời/ Blue\",\n      \"gender\": \"men\",\n      \"product_line\": \"Quần Khaki\",\n      \"image\": \"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/b/8bk25a004-sb246-32-1-u.jpg\",\n      \"url\": \"https://canifa.com/quan-khaki-nam-8bk25a004?color=SB246&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1\",\n      \"sizes\": \"33|31|28|32|30|29\"\n    },\n    {\n      \"sku\": \"8BK25A004\",\n      \"name\": \"Quần khaki nam dáng ôm\",\n      \"price\": 594150,\n      \"original_price\": 699000,\n      \"discount\": \"-15%\",\n      \"color\": \"Đen/ Black\",\n      \"gender\": \"men\",\n      \"product_line\": \"Quần Khaki\",\n      \"image\": \"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/b/8bk25a004-sk010-32-1-u.jpg\",\n      \"url\": \"https://canifa.com/quan-khaki-nam-8bk25a004?color=SK010&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1\",\n      \"sizes\": \"32|28|33|29|31|30\"\n    },\n    {\n      \"sku\": \"8BK25A004\",\n      \"name\": \"Quần khaki nam dáng ôm\",\n      \"price\": 594150,\n      \"original_price\": 699000,\n      \"discount\": \"-15%\",\n      \"color\": \"Be/ Beige\",\n      \"gender\": \"men\",\n      \"product_line\": \"Quần Khaki\",\n      \"image\": \"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/b/8bk25a004-se331-32-1-u.jpg\",\n      \"url\": \"https://canifa.com/quan-khaki-nam-8bk25a004?color=SE331&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1\",\n      \"sizes\": \"30|32|33|28|29|31\"\n    },\n    {\n      \"sku\": \"8TP25S009\",\n      \"name\": \"Áo polo active nam\",\n      \"price\": 419300,\n      \"original_price\": 599000,\n      \"discount\": \"-30%\",\n      \"color\": \"Xanh da trời/ Blue\",\n      \"gender\": \"men\",\n      \"product_line\": \"Áo Polo\",\n      \"image\": \"https://2885371169.e.cdneverest.net/pub/media/catalog/product/8/t/8tp25s009-sb138-l-1-u.jpg\",\n      \"url\": \"https://canifa.com/ao-polo-nam-8tp25s009?color=SB138&utm_source=chatbot&utm_medium=rsa&utm_campaign=ver1\",\n      \"sizes\": \"S|M|XL|L|XXL\"\n    },\n    {\n      \"sku\": \"8TP25S009\",\n      \"name\": \"Áo polo active nam\",\n      \"price\": 419300,\n     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