prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
  {"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$315.08", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "Addlink D60 960GB M.2 2280 High Endurance Enterprise NAS Internal SSD for Business Server Data Center, PCIe Gen4X4 NVMe 1.4 3D eTLC, Up to 6,000 MB/s, Durability of up to 1,900 TBW (ad960GBD60M2P)", "asin": "B0D9NCT27K", "price": "$139.44", "quantity": ""},
  {"title": "POWIN PPG-42G1 PCIE GEN4x4 NVMe 512GB SSD M.2 2280, Internal Solid State Drive, Speeds Up to 6,400MB/s, Upgrade Storage for PC Computer, Laptop, Game Console, Gaming Computer, Esports Gaming PC", "asin": "B0CZ7JD3NR", "price": "$50.96", "quantity": ""},
  {"title": "Scotch Performance Masking Tape 233+ 26340, 48 mm x 55 m, 12 rolls per case", "asin": "B0000AY238", "price": "$122.99", "quantity": ""},
  {"title": "ACASIS 40Gbps M.2 NVMe SSD Enclosure with Cooling Fan, Tool Free Installation, TBU 401 Pro for M1 M2 Pro/Max, Compatible with USB4/3.2/3.1/3.0/2.0, Support SSD Size 2280 B+M M-Key (SSD Not Include)", "asin": "B0CSFFMQWF", "price": "$93.49", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "B09C6DQDNT", "price": "$34.95", "quantity": ""},
  {"title": "PCCOOLER CPS RZ820 CPU Cooler, 290W Dual Tower CPU Air Cooler, 8 HeatPipes CPU Cooling CPU Fan System with Three Modes PWM Silent Fans, Air Cooler for Intel LGA 1851/1700/1200/115X/20XX,AMD AM4/AM5,BK", "asin": "B07NW8KWKW", "price": "$129.99", "quantity": ""},
  {"title": "OLOy DDR5 RAM 64GB (2x32GB) Black Hairline Blade RGB 6000 MHz CL32 1.35V Gaming UDIMM (MD5U3260320BRKDA)", "asin": "B0DQ14HW79", "price": "", "quantity": ""},
  {"title": "OLOy DDR5 RAM 48GB (2x24GB) Black Hairline Blade RGB 6800 MHz CL34 1.35V Gaming UDIMM for Intel (MD5U2468346IRKDA)", "asin": "B0D86P9JKH", "price": "", "quantity": ""},
  {"title": "SABRENT Rocket 4 2TB PCIe 4.0 NVMe SSD \u2013 7400MB/s Read, 6400MB/s Write, Gen4 SSD for Desktops, Laptops, and PS5, High-Speed Performance with Low Heat, for Gaming and System Builders (SB-RKT4L-2TB)", "asin": "B0CZJX3XFP", "price": "", "quantity": ""},
  {"title": "NZXT Internal USB Hub 3 - AC-IUSBH-M3 - 4 Internal USB 2.0 Ports - 3M Dual Lock Tapes - Magnetic Body - Plug and Play", "asin": "", "price": "$27.06", "quantity": ""},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "", "price": "$169.99", "quantity": ""},
  {"title": "ARCTIC MX-6 (4 g, incl. 6 MX Cleaner) - Ultimate Performance Thermal Paste for CPU, Consoles, Graphics Cards, laptops, Very high Thermal Conductivity, Long Durability, Non-Conductive", "asin": "", "price": "$12.79", "quantity": ""},
  {"title": "iFixit Portable Anti-Static Mat - ESD Pad, Wrist Strap, Grounding Cord for Electronics Repair", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "Corsair TM30 Performance Thermal Paste | Ultra-Low Thermal Impedance CPU/GPU | 3 Grams|w/applicator, silver for Desktop", "asin": "", "price": "$7.88", "quantity": ""},
  {"title": "JOREST 38Pcs Small Precision Screwdriver Set (S2 Steel), Magnetic Screwdriver Set with Torx T5 T6 T8, Mini Repair Tool Kit for Macbook, Computer, Laptop, iPhone, PS4 PS5, Xbox, Switch, Glasses, Watch", "asin": "", "price": "$10.99", "quantity": ""},
  {"title": "Cooler Master Hyper 212 Black CPU Air Cooler, SickleFlow 120 Edge PWM Fan, Aluminum Top Cover, 4 Copper Heat Pipes, 152mm Tall, AMD Ryzen AM5/AM4, Intel LGA 1851/1700/1200 Brackets", "asin": "", "price": "$29.49", "quantity": ""},
  {"title": "WD_BLACK 2TB SN850X NVMe Internal Gaming SSD Solid State Drive - Gen4 PCIe, M.2 2280, Up to 7,300 MB/s - WDS200T2X0E", "asin": "", "price": "", "quantity": ""},
  {"title": "Anti-Static Mat ESD Safe for Electronic Includes ESD Wristband and Grounding Wire, HPFIX Silicone Soldering Repair Mat 932\u00b0F Heat Resistant for iPhone iPad iMac, Laptop, Computer, 15.9\u201d x 12\u201d Grey", "asin": "", "price": "", "quantity": ""},
  {"title": "Intel\u00ae CoreTM i9-14900K New Gaming Desktop Processor 24 (8 P-cores + 16 E-cores) with Integrated Graphics - Unlocked", "asin": "", "price": "", "quantity": ""},
  {"title": "CORSAIR VENGEANCE RGB DDR5 RAM 64GB (2x32GB) 6000MHz CL30 Intel XMP iCUE Compatible Computer Memory - Black (CMH64GX5M2B6000C30)", "asin": "", "price": "", "quantity": ""},
  {"title": "AMD Ryzen\u2122 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor", "asin": "", "price": "", "quantity": ""},
  {"title": "CORSAIR Vengeance DDR5 RAM 32GB (2x16GB) 6000MHz CL30-36-36-76 1.40V Intel XMP Desktop Computer Memory - Black (CMK32GX5M2B6000C30)", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC MX-4 (4 g) - Premium Performance Thermal Paste for All Processors (CPU, GPU - PC), Very high Thermal Conductivity, Long Durability, Safe Application, Non-Conductive", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST (5 Pack) - 120 mm Case Fan, PWM Sharing Technology (PST), Pressure-optimised, Quiet Motor, Computer, 200-1800 RPM - Black", "asin": "", "price": "$34.99", "quantity": ""},
  {"title": "Noctua NF-P12 redux-1700 PWM, High Performance Cooling Fan, 4-Pin, 1700 RPM (120mm, Grey)", "asin": "", "price": "$15.95", "quantity": ""},
  {"title": "Noctua NF-A14 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (140mm, Black)", "asin": "", "price": "$26.95", "quantity": ""},
  {"title": "Noctua NF-F12 iPPC 3000 PWM, Heavy Duty Cooling Fan, 4-Pin, 3000 RPM (120mm, Black)", "asin": "", "price": "$27.95", "quantity": ""},
  {"title": "Noctua NF-A14 PWM, Premium Quiet Fan, 4-Pin (140mm, Brown)", "asin": "", "price": "$23.95", "quantity": ""},
  {"title": "Noctua NF-A14 iPPC-3000 PWM, Heavy Duty Cooling Fan, 4-Pin, 3000 RPM (140mm, Black)", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "Noctua NF-A14x25 G2 PWM, Premium-Quality Quiet 140mm PC Fan, 4-pin (Brown)", "asin": "", "price": "$39.90", "quantity": ""},
  {"title": "Noctua NF-F12 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "", "price": "$24.75", "quantity": ""},
  {"title": "Noctua NF-A14x25 G2 PWM Sx2-PP, Dual Fan Set for Push-Pull and Side-by-Side Applications (Brown)", "asin": "", "price": "$76.90", "quantity": ""},
  {"title": "Noctua NH-D15, Premium CPU Cooler with 2X NF-A15 PWM 140mm Fans (Brown)", "asin": "", "price": "$109.95", "quantity": ""},
  {"title": "Noctua NF-A12x15 PWM chromax.Black.swap, Premium Quiet Slim Fan, 4-Pin (120x15mm, Black)", "asin": "", "price": "$26.95", "quantity": ""},
  {"title": "Noctua NH-D15 G2, Dual Tower CPU Cooler, Standard All-Round Version Recommended for AMD AM5 and Intel LGA1851 / LGA1700 (Brown)", "asin": "", "price": "$149.95", "quantity": ""},
  {"title": "Noctua NA-SEC1, 4-Pin Extension Cables (30cm, Black)", "asin": "", "price": "$9.95", "quantity": ""},
  {"title": "ASUS ROG Ryujin III 360 All-in-one Liquid CPU Cooler with 360mm Radiator. Asetek 8th gen Pump, 3X Noctua industrialPPC 120mm Fans, 3.5\u201d Color LCD", "asin": "", "price": "$257.99", "quantity": ""},
  {"title": "Crucial T500 2TB Gen4 NVMe M.2 Internal Gaming SSD, Up to 7400MB/s, Laptop & Desktop Compatible + 1mo Adobe CC All Apps - CT2000T500SSD8", "asin": "", "price": "$129.99", "quantity": ""},
  {"title": "Sabrent USB 3.2 Type-C Tool-Free Enclosure for M.2 PCIe NVMe and SATA SSDs (EC-SNVE)", "asin": "", "price": "$23.95", "quantity": ""},
  {"title": "SSK M.2 NVME SATA SSD Enclosure Adapter, USB 3.2 Gen 2 (10 Gbps) to NVME PCI-E SATA M-Key/(B+M) Key Solid State Drive External Enclosure Aluminum Support UASP Trim for SSDs 2242/2260/2280", "asin": "", "price": "$15.96", "quantity": ""},
  {"title": "Crucial T705 1TB PCIe Gen5 NVMe M.2 SSD - Up to 13,600 MB/s - Game Ready - Internal Solid State Drive (PC) - +1mo Adobe CC - CT1000T705SSD3", "asin": "", "quantity": ""},
  {"title": "SAMSUNG 970 EVO Plus SSD 2TB - M.2 NVMe Interface Internal Solid State Drive with V-NAND Technology (MZ-V7S2T0B/AM)", "asin": "", "price": "$178.90", "quantity": ""},
  {"title": "Predator M.2 SSD 2TB GM7000 with DRAM Cache NVMe 1.4 2280 PCIe Gen4\u00d74 Ultra high Speed (Maximum Read: 7400MB/s, max Write: 6700MB/s) 3D NAND TLC Internal SSD Compatible with PS5 Pro - BL.9BWWR.106", "asin": "", "price": "$125.99", "quantity": ""},
  {"title": "Lexar 2TB NM790 SSD PCIe Gen4 NVMe M.2 2280 Internal Solid State Drive, Up to 7400/6500 MB/s Read/Write, Compatible with PS5, for Gamers and Creators, Black (LNM790X002T-RNNNU)", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL30-38-38-96 1.35V Desktop Computer Memory UDIMM - Matte Black (F5-6000J3038F16GX2-TZ5NR)", "asin": "", "price": "$114.99", "quantity": ""},
  {"title": "MSI MAG X870 Tomahawk WiFi Gaming Motherboard (AMD Ryzen 9000/8000/7000 Series Processors, AM5, DDR5, PCIe 5.0, M.2 Gen5, SATA 6Gb/s, USB 40Gbps, HDMI/DP, Wi-Fi 7, Bluetooth 5.4, 5Gbps LAN, ATX)", "asin": "", "price": "$283.85", "quantity": ""},
  {"title": "AMD Ryzen\u2122 9 9950X 16-Core, 32-Thread Unlocked Desktop Processor", "asin": "", "price": "$548.88", "quantity": ""},
  {"title": "ORICO 2TB NVMe SSD PCIe 4.0- Up to 7000MB/s, M.2 SSD 2280 PCIe 4.0X4 Internal Solid State Drive SSD, Fast Heat Dissipation, Compatible with macOS Windows for Gamers and Creators-O7000 (2TB)", "asin": "", "price": "$109.99", "quantity": ""},
  {"title": "CORSAIR VENGEANCE RGB DDR5 RAM 32GB (2x16GB) 6000MHz CL36-44-44-96 1.35V Intel XMP Desktop Computer Memory - Black (CMH32GX5M2E6000C36)", "asin": "", "price": "$92.99", "quantity": ""},
  {"title": "ASUS ROG Strix X870-A Gaming WiFi AMD AM5 X870 ATX Motherboard 16+2+2 Power Stages, Dynamic OC Switcher, Core Flex, DDR5 AEMP, WiFi 7, 4X M.2, PCIe\u00ae 5.0, Q-Release Slim, USB4\u00ae, AI OCing & Networking", "asin": "", "price": "$276.00", "quantity": ""},
  {"title": "Silicon Power 2TB NVMe M.2 PCIe Gen3x4 2280 SSD Solid State Drive (SP002TBP34A60M28)", "asin": "", "price": "$97.97", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-08T02:19:31.772Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
  {"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$315.08", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "Addlink D60 960GB M.2 2280 High Endurance Enterprise NAS Internal SSD for Business Server Data Center, PCIe Gen4X4 NVMe 1.4 3D eTLC, Up to 6,000 MB/s, Durability of up to 1,900 TBW (ad960GBD60M2P)", "asin": "B0D9NCT27K", "price": "$139.44", "quantity": ""},
  {"title": "POWIN PPG-42G1 PCIE GEN4x4 NVMe 512GB SSD M.2 2280, Internal Solid State Drive, Speeds Up to 6,400MB/s, Upgrade Storage for PC Computer, Laptop, Game Console, Gaming Computer, Esports Gaming PC", "asin": "B0CZ7JD3NR", "price": "$50.96", "quantity": ""},
  {"title": "Scotch Performance Masking Tape 233+ 26340, 48 mm x 55 m, 12 rolls per case", "asin": "B0000AY238", "price": "$122.99", "quantity": ""},
  {"title": "ACASIS 40Gbps M.2 NVMe SSD Enclosure with Cooling Fan, Tool Free Installation, TBU 401 Pro for M1 M2 Pro/Max, Compatible with USB4/3.2/3.1/3.0/2.0, Support SSD Size 2280 B+M M-Key (SSD Not Include)", "asin": "B0CSFFMQWF", "price": "$93.49", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "B09C6DQDNT", "price": "$34.95", "quantity": ""},
  {"title": "PCCOOLER CPS RZ820 CPU Cooler, 290W Dual Tower CPU Air Cooler, 8 HeatPipes CPU Cooling CPU Fan System with Three Modes PWM Silent Fans, Air Cooler for Intel LGA 1851/1700/1200/115X/20XX,AMD AM4/AM5,BK", "asin": "B07NW8KWKW", "price": "$129.99", "quantity": ""},
  {"title": "OLOy DDR5 RAM 64GB (2x32GB) Black Hairline Blade RGB 6000 MHz CL32 1.35V Gaming UDIMM (MD5U3260320BRKDA)", "asin": "B0DQ14HW79", "price": "", "quantity": ""},
  {"title": "OLOy DDR5 RAM 48GB (2x24GB) Black Hairline Blade RGB 6800 MHz CL34 1.35V Gaming UDIMM for Intel (MD5U2468346IRKDA)", "asin": "B0D86P9JKH", "price": "", "quantity": ""},
  {"title": "SABRENT Rocket 4 2TB PCIe 4.0 NVMe SSD \u2013 7400MB/s Read, 6400MB/s Write, Gen4 SSD for Desktops, Laptops, and PS5, High-Speed Performance with Low Heat, for Gaming and System Builders (SB-RKT4L-2TB)", "asin": "B0CZJX3XFP", "price": "", "quantity": ""},
  {"title": "NZXT Internal USB Hub 3 - AC-IUSBH-M3 - 4 Internal USB 2.0 Ports - 3M Dual Lock Tapes - Magnetic Body - Plug and Play", "asin": "", "price": "$27.06", "quantity": ""},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "", "price": "$169.99", "quantity": ""},
  {"title": "ARCTIC MX-6 (4 g, incl. 6 MX Cleaner) - Ultimate Performance Thermal Paste for CPU, Consoles, Graphics Cards, laptops, Very high Thermal Conductivity, Long Durability, Non-Conductive", "asin": "", "price": "$12.79", "quantity": ""},
  {"title": "iFixit Portable Anti-Static Mat - ESD Pad, Wrist Strap, Grounding Cord for Electronics Repair", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "Corsair TM30 Performance Thermal Paste | Ultra-Low Thermal Impedance CPU/GPU | 3 Grams|w/applicator, silver for Desktop", "asin": "", "price": "$7.88", "quantity": ""},
  {"title": "JOREST 38Pcs Small Precision Screwdriver Set (S2 Steel), Magnetic Screwdriver Set with Torx T5 T6 T8, Mini Repair Tool Kit for Macbook, Computer, Laptop, iPhone, PS4 PS5, Xbox, Switch, Glasses, Watch", "asin": "", "price": "$10.99", "quantity": ""},
  {"title": "Cooler Master Hyper 212 Black CPU Air Cooler, SickleFlow 120 Edge PWM Fan, Aluminum Top Cover, 4 Copper Heat Pipes, 152mm Tall, AMD Ryzen AM5/AM4, Intel LGA 1851/1700/1200 Brackets", "asin": "", "price": "$29.49", "quantity": ""},
  {"title": "WD_BLACK 2TB SN850X NVMe Internal Gaming SSD Solid State Drive - Gen4 PCIe, M.2 2280, Up to 7,300 MB/s - WDS200T2X0E", "asin": "", "price": "", "quantity": ""},
  {"title": "Anti-Static Mat ESD Safe for Electronic Includes ESD Wristband and Grounding Wire, HPFIX Silicone Soldering Repair Mat 932\u00b0F Heat Resistant for iPhone iPad iMac, Laptop, Computer, 15.9\u201d x 12\u201d Grey", "asin": "", "price": "", "quantity": ""},
  {"title": "Intel\u00ae CoreTM i9-14900K New Gaming Desktop Processor 24 (8 P-cores + 16 E-cores) with Integrated Graphics - Unlocked", "asin": "", "price": "", "quantity": ""},
  {"title": "CORSAIR VENGEANCE RGB DDR5 RAM 64GB (2x32GB) 6000MHz CL30 Intel XMP iCUE Compatible Computer Memory - Black (CMH64GX5M2B6000C30)", "asin": "", "price": "", "quantity": ""},
  {"title": "AMD Ryzen\u2122 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor", "asin": "", "price": "", "quantity": ""},
  {"title": "CORSAIR Vengeance DDR5 RAM 32GB (2x16GB) 6000MHz CL30-36-36-76 1.40V Intel XMP Desktop Computer Memory - Black (CMK32GX5M2B6000C30)", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC MX-4 (4 g) - Premium Performance Thermal Paste for All Processors (CPU, GPU - PC), Very high Thermal Conductivity, Long Durability, Safe Application, Non-Conductive", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST (5 Pack) - 120 mm Case Fan, PWM Sharing Technology (PST), Pressure-optimised, Quiet Motor, Computer, 200-1800 RPM - Black", "asin": "", "price": "$34.99", "quantity": ""},
  {"title": "Noctua NF-P12 redux-1700 PWM, High Performance Cooling Fan, 4-Pin, 1700 RPM (120mm, Grey)", "asin": "", "price": "$15.95", "quantity": ""},
  {"title": "Noctua NF-A14 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (140mm, Black)", "asin": "", "price": "$26.95", "quantity": ""},
  {"title": "Noctua NF-F12 iPPC 3000 PWM, Heavy Duty Cooling Fan, 4-Pin, 3000 RPM (120mm, Black)", "asin": "", "price": "$27.95", "quantity": ""},
  {"title": "Noctua NF-A14 PWM, Premium Quiet Fan, 4-Pin (140mm, Brown)", "asin": "", "price": "$23.95", "quantity": ""},
  {"title": "Noctua NF-A14 iPPC-3000 PWM, Heavy Duty Cooling Fan, 4-Pin, 3000 RPM (140mm, Black)", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "Noctua NF-A14x25 G2 PWM, Premium-Quality Quiet 140mm PC Fan, 4-pin (Brown)", "asin": "", "price": "$39.90", "quantity": ""},
  {"title": "Noctua NF-F12 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "", "price": "$24.75", "quantity": ""},
  {"title": "Noctua NF-A14x25 G2 PWM Sx2-PP, Dual Fan Set for Push-Pull and Side-by-Side Applications (Brown)", "asin": "", "price": "$76.90", "quantity": ""},
  {"title": "Noctua NH-D15, Premium CPU Cooler with 2X NF-A15 PWM 140mm Fans (Brown)", "asin": "", "price": "$109.95", "quantity": ""},
  {"title": "Noctua NF-A12x15 PWM chromax.Black.swap, Premium Quiet Slim Fan, 4-Pin (120x15mm, Black)", "asin": "", "price": "$26.95", "quantity": ""},
  {"title": "Noctua NH-D15 G2, Dual Tower CPU Cooler, Standard All-Round Version Recommended for AMD AM5 and Intel LGA1851 / LGA1700 (Brown)", "asin": "", "price": "$149.95", "quantity": ""},
  {"title": "Noctua NA-SEC1, 4-Pin Extension Cables (30cm, Black)", "asin": "", "price": "$9.95", "quantity": ""},
  {"title": "ASUS ROG Ryujin III 360 All-in-one Liquid CPU Cooler with 360mm Radiator. Asetek 8th gen Pump, 3X Noctua industrialPPC 120mm Fans, 3.5\u201d Color LCD", "asin": "", "price": "$257.99", "quantity": ""},
  {"title": "Crucial T500 2TB Gen4 NVMe M.2 Internal Gaming SSD, Up to 7400MB/s, Laptop & Desktop Compatible + 1mo Adobe CC All Apps - CT2000T500SSD8", "asin": "", "price": "$129.99", "quantity": ""},
  {"title": "Sabrent USB 3.2 Type-C Tool-Free Enclosure for M.2 PCIe NVMe and SATA SSDs (EC-SNVE)", "asin": "", "price": "$23.95", "quantity": ""},
  {"title": "SSK M.2 NVME SATA SSD Enclosure Adapter, USB 3.2 Gen 2 (10 Gbps) to NVME PCI-E SATA M-Key/(B+M) Key Solid State Drive External Enclosure Aluminum Support UASP Trim for SSDs 2242/2260/2280", "asin": "", "price": "$15.96", "quantity": ""},
  {"title": "Crucial T705 1TB PCIe Gen5 NVMe M.2 SSD - Up to 13,600 MB/s - Game Ready - Internal Solid State Drive (PC) - +1mo Adobe CC - CT1000T705SSD3", "asin": "", "quantity": ""},
  {"title": "SAMSUNG 970 EVO Plus SSD 2TB - M.2 NVMe Interface Internal Solid State Drive with V-NAND Technology (MZ-V7S2T0B/AM)", "asin": "", "price": "$178.90", "quantity": ""},
  {"title": "Predator M.2 SSD 2TB GM7000 with DRAM Cache NVMe 1.4 2280 PCIe Gen4\u00d74 Ultra high Speed (Maximum Read: 7400MB/s, max Write: 6700MB/s) 3D NAND TLC Internal SSD Compatible with PS5 Pro - BL.9BWWR.106", "asin": "", "price": "$125.99", "quantity": ""},
  {"title": "Lexar 2TB NM790 SSD PCIe Gen4 NVMe M.2 2280 Internal Solid State Drive, Up to 7400/6500 MB/s Read/Write, Compatible with PS5, for Gamers and Creators, Black (LNM790X002T-RNNNU)", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL30-38-38-96 1.35V Desktop Computer Memory UDIMM - Matte Black (F5-6000J3038F16GX2-TZ5NR)", "asin": "", "price": "$114.99", "quantity": ""},
  {"title": "MSI MAG X870 Tomahawk WiFi Gaming Motherboard (AMD Ryzen 9000/8000/7000 Series Processors, AM5, DDR5, PCIe 5.0, M.2 Gen5, SATA 6Gb/s, USB 40Gbps, HDMI/DP, Wi-Fi 7, Bluetooth 5.4, 5Gbps LAN, ATX)", "asin": "", "price": "$283.85", "quantity": ""},
  {"title": "AMD Ryzen\u2122 9 9950X 16-Core, 32-Thread Unlocked Desktop Processor", "asin": "", "price": "$548.88", "quantity": ""},
  {"title": "ORICO 2TB NVMe SSD PCIe 4.0- Up to 7000MB/s, M.2 SSD 2280 PCIe 4.0X4 Internal Solid State Drive SSD, Fast Heat Dissipation, Compatible with macOS Windows for Gamers and Creators-O7000 (2TB)", "asin": "", "price": "$109.99", "quantity": ""},
  {"title": "CORSAIR VENGEANCE RGB DDR5 RAM 32GB (2x16GB) 6000MHz CL36-44-44-96 1.35V Intel XMP Desktop Computer Memory - Black (CMH32GX5M2E6000C36)", "asin": "", "price": "$92.99", "quantity": ""},
  {"title": "ASUS ROG Strix X870-A Gaming WiFi AMD AM5 X870 ATX Motherboard 16+2+2 Power Stages, Dynamic OC Switcher, Core Flex, DDR5 AEMP, WiFi 7, 4X M.2, PCIe\u00ae 5.0, Q-Release Slim, USB4\u00ae, AI OCing & Networking", "asin": "", "price": "$276.00", "quantity": ""},
  {"title": "Silicon Power 2TB NVMe M.2 PCIe Gen3x4 2280 SSD Solid State Drive (SP002TBP34A60M28)", "asin": "", "price": "$97.97", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-08T02:19:31.772Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
  {"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$315.08", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "Addlink D60 960GB M.2 2280 High Endurance Enterprise NAS Internal SSD for Business Server Data Center, PCIe Gen4X4 NVMe 1.4 3D eTLC, Up to 6,000 MB/s, Durability of up to 1,900 TBW (ad960GBD60M2P)", "asin": "B0D9NCT27K", "price": "$139.44", "quantity": ""},
  {"title": "POWIN PPG-42G1 PCIE GEN4x4 NVMe 512GB SSD M.2 2280, Internal Solid State Drive, Speeds Up to 6,400MB/s, Upgrade Storage for PC Computer, Laptop, Game Console, Gaming Computer, Esports Gaming PC", "asin": "B0CZ7JD3NR", "price": "$50.96", "quantity": ""},
  {"title": "Scotch Performance Masking Tape 233+ 26340, 48 mm x 55 m, 12 rolls per case", "asin": "B0000AY238", "price": "$122.99", "quantity": ""},
  {"title": "ACASIS 40Gbps M.2 NVMe SSD Enclosure with Cooling Fan, Tool Free Installation, TBU 401 Pro for M1 M2 Pro/Max, Compatible with USB4/3.2/3.1/3.0/2.0, Support SSD Size 2280 B+M M-Key (SSD Not Include)", "asin": "B0CSFFMQWF", "price": "$93.49", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "B09C6DQDNT", "price": "$34.95", "quantity": ""},
  {"title": "PCCOOLER CPS RZ820 CPU Cooler, 290W Dual Tower CPU Air Cooler, 8 HeatPipes CPU Cooling CPU Fan System with Three Modes PWM Silent Fans, Air Cooler for Intel LGA 1851/1700/1200/115X/20XX,AMD AM4/AM5,BK", "asin": "B07NW8KWKW", "price": "$129.99", "quantity": ""},
  {"title": "OLOy DDR5 RAM 64GB (2x32GB) Black Hairline Blade RGB 6000 MHz CL32 1.35V Gaming UDIMM (MD5U3260320BRKDA)", "asin": "B0DQ14HW79", "price": "", "quantity": ""},
  {"title": "OLOy DDR5 RAM 48GB (2x24GB) Black Hairline Blade RGB 6800 MHz CL34 1.35V Gaming UDIMM for Intel (MD5U2468346IRKDA)", "asin": "B0D86P9JKH", "price": "", "quantity": ""},
  {"title": "SABRENT Rocket 4 2TB PCIe 4.0 NVMe SSD \u2013 7400MB/s Read, 6400MB/s Write, Gen4 SSD for Desktops, Laptops, and PS5, High-Speed Performance with Low Heat, for Gaming and System Builders (SB-RKT4L-2TB)", "asin": "B0CZJX3XFP", "price": "", "quantity": ""},
  {"title": "NZXT Internal USB Hub 3 - AC-IUSBH-M3 - 4 Internal USB 2.0 Ports - 3M Dual Lock Tapes - Magnetic Body - Plug and Play", "asin": "", "price": "$27.06", "quantity": ""},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "", "price": "$169.99", "quantity": ""},
  {"title": "ARCTIC MX-6 (4 g, incl. 6 MX Cleaner) - Ultimate Performance Thermal Paste for CPU, Consoles, Graphics Cards, laptops, Very high Thermal Conductivity, Long Durability, Non-Conductive", "asin": "", "price": "$12.79", "quantity": ""},
  {"title": "iFixit Portable Anti-Static Mat - ESD Pad, Wrist Strap, Grounding Cord for Electronics Repair", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "Corsair TM30 Performance Thermal Paste | Ultra-Low Thermal Impedance CPU/GPU | 3 Grams|w/applicator, silver for Desktop", "asin": "", "price": "$7.88", "quantity": ""},
  {"title": "JOREST 38Pcs Small Precision Screwdriver Set (S2 Steel), Magnetic Screwdriver Set with Torx T5 T6 T8, Mini Repair Tool Kit for Macbook, Computer, Laptop, iPhone, PS4 PS5, Xbox, Switch, Glasses, Watch", "asin": "", "price": "$10.99", "quantity": ""},
  {"title": "Cooler Master Hyper 212 Black CPU Air Cooler, SickleFlow 120 Edge PWM Fan, Aluminum Top Cover, 4 Copper Heat Pipes, 152mm Tall, AMD Ryzen AM5/AM4, Intel LGA 1851/1700/1200 Brackets", "asin": "", "price": "$29.49", "quantity": ""},
  {"title": "WD_BLACK 2TB SN850X NVMe Internal Gaming SSD Solid State Drive - Gen4 PCIe, M.2 2280, Up to 7,300 MB/s - WDS200T2X0E", "asin": "", "price": "", "quantity": ""},
  {"title": "Anti-Static Mat ESD Safe for Electronic Includes ESD Wristband and Grounding Wire, HPFIX Silicone Soldering Repair Mat 932\u00b0F Heat Resistant for iPhone iPad iMac, Laptop, Computer, 15.9\u201d x 12\u201d Grey", "asin": "", "price": "", "quantity": ""},
  {"title": "Intel\u00ae CoreTM i9-14900K New Gaming Desktop Processor 24 (8 P-cores + 16 E-cores) with Integrated Graphics - Unlocked", "asin": "", "price": "", "quantity": ""},
  {"title": "CORSAIR VENGEANCE RGB DDR5 RAM 64GB (2x32GB) 6000MHz CL30 Intel XMP iCUE Compatible Computer Memory - Black (CMH64GX5M2B6000C30)", "asin": "", "price": "", "quantity": ""},
  {"title": "AMD Ryzen\u2122 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor", "asin": "", "price": "", "quantity": ""},
  {"title": "CORSAIR Vengeance DDR5 RAM 32GB (2x16GB) 6000MHz CL30-36-36-76 1.40V Intel XMP Desktop Computer Memory - Black (CMK32GX5M2B6000C30)", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC MX-4 (4 g) - Premium Performance Thermal Paste for All Processors (CPU, GPU - PC), Very high Thermal Conductivity, Long Durability, Safe Application, Non-Conductive", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST (5 Pack) - 120 mm Case Fan, PWM Sharing Technology (PST), Pressure-optimised, Quiet Motor, Computer, 200-1800 RPM - Black", "asin": "", "price": "$34.99", "quantity": ""},
  {"title": "Noctua NF-P12 redux-1700 PWM, High Performance Cooling Fan, 4-Pin, 1700 RPM (120mm, Grey)", "asin": "", "price": "$15.95", "quantity": ""},
  {"title": "Noctua NF-A14 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (140mm, Black)", "asin": "", "price": "$26.95", "quantity": ""},
  {"title": "Noctua NF-F12 iPPC 3000 PWM, Heavy Duty Cooling Fan, 4-Pin, 3000 RPM (120mm, Black)", "asin": "", "price": "$27.95", "quantity": ""},
  {"title": "Noctua NF-A14 PWM, Premium Quiet Fan, 4-Pin (140mm, Brown)", "asin": "", "price": "$23.95", "quantity": ""},
  {"title": "Noctua NF-A14 iPPC-3000 PWM, Heavy Duty Cooling Fan, 4-Pin, 3000 RPM (140mm, Black)", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "Noctua NF-A14x25 G2 PWM, Premium-Quality Quiet 140mm PC Fan, 4-pin (Brown)", "asin": "", "price": "$39.90", "quantity": ""},
  {"title": "Noctua NF-F12 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "", "price": "$24.75", "quantity": ""},
  {"title": "Noctua NF-A14x25 G2 PWM Sx2-PP, Dual Fan Set for Push-Pull and Side-by-Side Applications (Brown)", "asin": "", "price": "$76.90", "quantity": ""},
  {"title": "Noctua NH-D15, Premium CPU Cooler with 2X NF-A15 PWM 140mm Fans (Brown)", "asin": "", "price": "$109.95", "quantity": ""},
  {"title": "Noctua NF-A12x15 PWM chromax.Black.swap, Premium Quiet Slim Fan, 4-Pin (120x15mm, Black)", "asin": "", "price": "$26.95", "quantity": ""},
  {"title": "Noctua NH-D15 G2, Dual Tower CPU Cooler, Standard All-Round Version Recommended for AMD AM5 and Intel LGA1851 / LGA1700 (Brown)", "asin": "", "price": "$149.95", "quantity": ""},
  {"title": "Noctua NA-SEC1, 4-Pin Extension Cables (30cm, Black)", "asin": "", "price": "$9.95", "quantity": ""},
  {"title": "ASUS ROG Ryujin III 360 All-in-one Liquid CPU Cooler with 360mm Radiator. Asetek 8th gen Pump, 3X Noctua industrialPPC 120mm Fans, 3.5\u201d Color LCD", "asin": "", "price": "$257.99", "quantity": ""},
  {"title": "Crucial T500 2TB Gen4 NVMe M.2 Internal Gaming SSD, Up to 7400MB/s, Laptop & Desktop Compatible + 1mo Adobe CC All Apps - CT2000T500SSD8", "asin": "", "price": "$129.99", "quantity": ""},
  {"title": "Sabrent USB 3.2 Type-C Tool-Free Enclosure for M.2 PCIe NVMe and SATA SSDs (EC-SNVE)", "asin": "", "price": "$23.95", "quantity": ""},
  {"title": "SSK M.2 NVME SATA SSD Enclosure Adapter, USB 3.2 Gen 2 (10 Gbps) to NVME PCI-E SATA M-Key/(B+M) Key Solid State Drive External Enclosure Aluminum Support UASP Trim for SSDs 2242/2260/2280", "asin": "", "price": "$15.96", "quantity": ""},
  {"title": "Crucial T705 1TB PCIe Gen5 NVMe M.2 SSD - Up to 13,600 MB/s - Game Ready - Internal Solid State Drive (PC) - +1mo Adobe CC - CT1000T705SSD3", "asin": "", "quantity": ""},
  {"title": "SAMSUNG 970 EVO Plus SSD 2TB - M.2 NVMe Interface Internal Solid State Drive with V-NAND Technology (MZ-V7S2T0B/AM)", "asin": "", "price": "$178.90", "quantity": ""},
  {"title": "Predator M.2 SSD 2TB GM7000 with DRAM Cache NVMe 1.4 2280 PCIe Gen4\u00d74 Ultra high Speed (Maximum Read: 7400MB/s, max Write: 6700MB/s) 3D NAND TLC Internal SSD Compatible with PS5 Pro - BL.9BWWR.106", "asin": "", "price": "$125.99", "quantity": ""},
  {"title": "Lexar 2TB NM790 SSD PCIe Gen4 NVMe M.2 2280 Internal Solid State Drive, Up to 7400/6500 MB/s Read/Write, Compatible with PS5, for Gamers and Creators, Black (LNM790X002T-RNNNU)", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL30-38-38-96 1.35V Desktop Computer Memory UDIMM - Matte Black (F5-6000J3038F16GX2-TZ5NR)", "asin": "", "price": "$114.99", "quantity": ""},
  {"title": "MSI MAG X870 Tomahawk WiFi Gaming Motherboard (AMD Ryzen 9000/8000/7000 Series Processors, AM5, DDR5, PCIe 5.0, M.2 Gen5, SATA 6Gb/s, USB 40Gbps, HDMI/DP, Wi-Fi 7, Bluetooth 5.4, 5Gbps LAN, ATX)", "asin": "", "price": "$283.85", "quantity": ""},
  {"title": "AMD Ryzen\u2122 9 9950X 16-Core, 32-Thread Unlocked Desktop Processor", "asin": "", "price": "$548.88", "quantity": ""},
  {"title": "ORICO 2TB NVMe SSD PCIe 4.0- Up to 7000MB/s, M.2 SSD 2280 PCIe 4.0X4 Internal Solid State Drive SSD, Fast Heat Dissipation, Compatible with macOS Windows for Gamers and Creators-O7000 (2TB)", "asin": "", "price": "$109.99", "quantity": ""},
  {"title": "CORSAIR VENGEANCE RGB DDR5 RAM 32GB (2x16GB) 6000MHz CL36-44-44-96 1.35V Intel XMP Desktop Computer Memory - Black (CMH32GX5M2E6000C36)", "asin": "", "price": "$92.99", "quantity": ""},
  {"title": "ASUS ROG Strix X870-A Gaming WiFi AMD AM5 X870 ATX Motherboard 16+2+2 Power Stages, Dynamic OC Switcher, Core Flex, DDR5 AEMP, WiFi 7, 4X M.2, PCIe\u00ae 5.0, Q-Release Slim, USB4\u00ae, AI OCing & Networking", "asin": "", "price": "$276.00", "quantity": ""},
  {"title": "Silicon Power 2TB NVMe M.2 PCIe Gen3x4 2280 SSD Solid State Drive (SP002TBP34A60M28)", "asin": "", "price": "$97.97", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-08T02:19:31.772Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  