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": "2025-04-03T00:18:37.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T00:18:53.155Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:19:00.895Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:19:14.292Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:19:19.328Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:19:46.282Z", "action": "click_product", "action_argument": "B0BVKZ6P9C"}
  {"timestamp": "2025-04-03T00:20:31.173Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:20:49.411Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:21:11.685Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:22:04.407Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-03T00:25:06.861Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:26:28.000Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:26:45.981Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:27:06.753Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-05T02:16:05.841Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:16:31.195Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-05T02:16:50.730Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:17:36.977Z", "action": "input", "action_argument": "sfx "}
  {"timestamp": "2025-04-05T02:17:37.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T02:17:56.957Z", "action": "click_product", "action_argument": "B0D45PQ8C4"}
  {"timestamp": "2025-04-05T02:18:06.772Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:19:24.135Z", "action": "purchase", "action_argument": "B0D45RN3KZ"}
  {"timestamp": "2025-04-05T02:19:35.503Z", "action": "click_product", "action_argument": "B07C5VG64V"}
  {"timestamp": "2025-04-05T02:19:51.901Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:20:01.376Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:03.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:57.947Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:21:18.459Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:21:19.412Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:22:42.161Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:23:00.955Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:23:08.335Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:24:47.508Z", "action": "purchase", "action_argument": "B09J91SVLF"}
  <|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": "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": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"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": "CyberPower CP1500PFCLCD PFC Sinewave UPS System, 1500VA/1000W, 12 Outlets, AVR, Mini Tower,Black", "asin": "B00429N19W", "price": "$219.95", "quantity": ""},
  {"title": "for NIDEC A30108-10 TA450 115V 0.26/0.21A 12038 Cooling Fan,120X120X38mm Cabinet Cooling Fan, 50/60Hz axial Fan A30108-10 BTH Connector", "asin": "B0D676JZBP", "price": "$27.88", "quantity": ""},
  {"title": "Noctua NF-A20 FLX, Premium Quiet Fan, 3-Pin (200x30mm, Brown)", "asin": "B071PFLMFT", "price": "$32.95", "quantity": ""},
  {"title": "3-Pin Fan Deceleration Line DGZZI Male-to-Female CPU Fan PWM Cable,Temperature Control Descending Speed line for Computer PC Case Fan RPM Connector Resistor Cable Fan Mute line", "asin": "B0B93LB81D", "price": "$5.55", "quantity": ""},
  {"title": "Noctua NF-P12 redux-1700 PWM, High Performance Cooling Fan, 4-Pin, 1700 RPM (120mm, Grey)", "asin": "B07CG2PGY6", "price": "$15.95", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM, Premium Quiet Fan, 4-Pin (120mm, Brown)", "asin": "B07C5VG64V", "price": "$32.95", "quantity": ""},
  {"title": "Noctua NH-U9S, Premium CPU Cooler with NF-A9 92mm Fan (Brown)", "asin": "B00TBHYYFK", "price": "", "quantity": ""},
  {"title": "AC Infinity, Fan Speed Controller for 100 to 125V AC Axial Muffin Cooling Fans, Single Connector, for DIY Cooling Ventilation Exhaust Projects", "asin": "B00809BQZG", "price": "", "quantity": ""},
  {"title": "Wathai DC 12V Cooler Case Fan 70mm x 70mm x 15mm 2Pin Brushless Cooling Fan High Performance 2Pack", "asin": "B07Q2LC6HK", "price": "", "quantity": ""},
  {"title": "Apple Pencil (USB-C): Device Compatibility Check Required - Pixel-Perfect Precision, Tilt Sensitivity, Perfect for Note-Taking, Drawing, and Signing Documents. Charges and Pairs with USB-C", "asin": "", "price": "$69.00", "quantity": ""},
  {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "", "price": "$15.99", "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": "Apple Pencil Pro: Latest Model - Device Compatibility Check Required - Pixel-Perfect Precision, Tilt and Pressure Sensitivity, Perfect for Note-Taking, Drawing, and Art. Charges and Pairs Magnetically", "asin": "", "price": "$99.00", "quantity": ""},
  {"title": "Nelko Label Maker Machine with Tape, P21 Bluetooth Label Printer, Wireless Mini Label Makers with Multiple Templates for Organizing Office Home, White", "asin": "", "price": "$19.98", "quantity": ""},
  {"title": "Anker USB C Charger (Nano 65W), PPS 3-Port Fast Compact Foldable USB C Charger Block for MacBook, iPad Pro, Galaxy S24, iPhone 16 / 15 and more series", "asin": "", "price": "$39.99", "quantity": ""},
  {"title": "Metapen Pencil A8 for Apple iPad 2018-2025, (2X Faster Charge), Tilt Sensitivity, Pixel Precision, Stylus Pen for iPad 11/10/9/8/7/6th Gen, Pro 12.9/11/13-inch M4, Air 3/4/5/M2/M3, Mini 5/6th, White", "asin": "", "price": "$14.99", "quantity": ""},
  {"title": "Stylus (5 Pcs), 2-in-1 Stylus Pen for Touch Screen, High Precision and Sensitivity, Suitable for iPhone/ipad/Android Tablets, Compatible with All Touch Screens (Black/White/Blue/Rose Gold/Silver)", "asin": "", "price": "", "quantity": ""},
  {"title": "LISEN Tablet Stand for iPad Stand Holder Desk, Foldable Home Office Desk Accessories Travel for iPad Holder Dorm College Room Essentials Portable Monitor Stand Fits Tabs Kindle iPhone 4-15.9\" Black", "asin": "", "price": "", "quantity": ""},
  {"title": "SAMSUNG 990 PRO SSD 4TB PCIe 4.0 M.2 2280 Internal Solid State Hard Drive, Seq. Read Speeds Up to 7,450 MB/s for High End Computing, Gaming, and Heavy Duty Workstations, MZ-V9P4T0B/AM, Black", "asin": "", "price": "", "quantity": ""},
  {"title": "Apple Pencil (2nd Generation): Device Compatibility Check Required - Pixel-Perfect Precision, Perfect for Note-Taking, Drawing, and Signing documents. Attaches, Charges, and Pairs magnetically.", "asin": "", "price": "", "quantity": ""},
  {"title": "Anker iPhone 16 Charger, 2-Pack 20W Fast USB C Charger Block, for iPhone 16/16 Pro Max/15 Series/iPad Pro and More (Black, 2 Pack & 2 Cable)", "asin": "", "price": "", "quantity": ""},
  {"title": "CloudValley Webcam Cover Slide[2-Pack], 0.023 Inch Ultra-Thin Metal Web Camera Cover for Macbook Pro, iMac, Laptop, PC, iPad Pro, iPhone 8/7/6 Plus, Protect Your Visual Privacy [Black]", "asin": "", "price": "", "quantity": ""},
  {"title": "Replacement Tips Compatible with Apple Pencil 2 Gen iPad Pro Pencil - iPencil Nib for iPad Pencil 1 st/Pencil 2 Gen White 4 Pack (White 4 Pack)", "asin": "", "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 2TB 990 EVO Plus Internal PCIe SSD Hard Drive MZ-V9S2T0B/AM", "asin": "", "price": "$139.99", "quantity": ""},
  {"title": "SAMSUNG SSD 9100 PRO 2TB, PCIe 5.0x4 M.2 2280, Seq. Read Speeds Up to 14,800MB/s, Best for AI Computing, Gaming, and Heavy Duty Workstations (MZ VAP2T0B/AM)", "asin": "", "price": "$299.99", "quantity": ""},
  {"title": "NZXT Kraken 360 RGB - 360mm AIO CPU Liquid Cooler - RL-KR360-W1 - Customizable 1.54\" Square LCD Display for Images, Performance Metrics - High-Performance Pump - White", "asin": "", "price": "$219.99", "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": "$148.99", "quantity": ""},
  {"title": "AMD Ryzen\u2122 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor", "asin": "", "price": "$329.00", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 360 A-RGB - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20132000 RPM, LGA1851 and LGA1700 Contact Frame - White", "asin": "", "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": "Cooler Master 240 Atmos High Performance Close-Loop AIO Liquid Cooler, R9|i7 Dual Chamber Pump, Customize Cover, Sickleflow Edge PWM, aRGB Lighting, AMD Ryzen AM5|4, Intel LGA 1851|1700 Platform", "asin": "", "price": "", "quantity": ""},
  {"title": "Lian Li Strimer Wireless 24 Pin with Controller (PW24-1W-T) - Addressable RGB Power Extension Cable - 2.4 GHz Wireless Control - Wireless Controller Included and Required.", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermalright ASF-Black AM5 CPU Holder, Corrective Anti-Bending Fixing Frame, Full-Fit Fixed Non-Marking Mounter, AM5 Anti-Bending Contact Frame, CPU Cooler Standard", "asin": "", "price": "", "quantity": ""},
  {"title": "Lian Li O11D EVO RGB E-ATX gaming dual chamber case - ARGB lighting strips - Up to 420mm radiator - Cable management - Front and side tempered glass panels - Reversible chassis (O11DERGBW.US)", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermal Grizzly - Kryonaut - 1 Gram - Extremly High Performance Thermal Paste - for Demanding Applications and Overclocking CPU/GPU/PS4/PS5/Xbox", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermal Grizzly - Kryonaut Extreme - 2 Gram - Extremly High Performance Thermal Paste - for Maximum Thermal Conductivity While Overclocking CPU/GPU/PS4/PS5/Xbox", "asin": "", "price": "", "quantity": ""},
  {"title": "Noctua NF-A20 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (200x30mm, Black)", "asin": "B07ZP46RNR", "price": "$36.95", "quantity": ""},
  {"title": "Noctua NH-D15 chromax.Black, Dual-Tower CPU Cooler (140mm, Black)", "asin": "B07Y87YHRH", "price": "$119.95", "quantity": ""},
  {"title": "GDSTIME Dual Ball Bearings 120mm x 120mm x 25mm 5 inch 12v Brushless DC Cooling Exhaust Fan, For Desktop", "asin": "B00N1Y4BMA", "price": "$12.99", "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": "2025-04-05T02:24:53.617Z", // 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": "2025-04-03T00:18:37.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T00:18:53.155Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:19:00.895Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:19:14.292Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:19:19.328Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:19:46.282Z", "action": "click_product", "action_argument": "B0BVKZ6P9C"}
  {"timestamp": "2025-04-03T00:20:31.173Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:20:49.411Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:21:11.685Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:22:04.407Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-03T00:25:06.861Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:26:28.000Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:26:45.981Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:27:06.753Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-05T02:16:05.841Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:16:31.195Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-05T02:16:50.730Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:17:36.977Z", "action": "input", "action_argument": "sfx "}
  {"timestamp": "2025-04-05T02:17:37.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T02:17:56.957Z", "action": "click_product", "action_argument": "B0D45PQ8C4"}
  {"timestamp": "2025-04-05T02:18:06.772Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:19:24.135Z", "action": "purchase", "action_argument": "B0D45RN3KZ"}
  {"timestamp": "2025-04-05T02:19:35.503Z", "action": "click_product", "action_argument": "B07C5VG64V"}
  {"timestamp": "2025-04-05T02:19:51.901Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:20:01.376Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:03.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:57.947Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:21:18.459Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:21:19.412Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:22:42.161Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:23:00.955Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:23:08.335Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:24:47.508Z", "action": "purchase", "action_argument": "B09J91SVLF"}
  <|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": "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": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"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": "CyberPower CP1500PFCLCD PFC Sinewave UPS System, 1500VA/1000W, 12 Outlets, AVR, Mini Tower,Black", "asin": "B00429N19W", "price": "$219.95", "quantity": ""},
  {"title": "for NIDEC A30108-10 TA450 115V 0.26/0.21A 12038 Cooling Fan,120X120X38mm Cabinet Cooling Fan, 50/60Hz axial Fan A30108-10 BTH Connector", "asin": "B0D676JZBP", "price": "$27.88", "quantity": ""},
  {"title": "Noctua NF-A20 FLX, Premium Quiet Fan, 3-Pin (200x30mm, Brown)", "asin": "B071PFLMFT", "price": "$32.95", "quantity": ""},
  {"title": "3-Pin Fan Deceleration Line DGZZI Male-to-Female CPU Fan PWM Cable,Temperature Control Descending Speed line for Computer PC Case Fan RPM Connector Resistor Cable Fan Mute line", "asin": "B0B93LB81D", "price": "$5.55", "quantity": ""},
  {"title": "Noctua NF-P12 redux-1700 PWM, High Performance Cooling Fan, 4-Pin, 1700 RPM (120mm, Grey)", "asin": "B07CG2PGY6", "price": "$15.95", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM, Premium Quiet Fan, 4-Pin (120mm, Brown)", "asin": "B07C5VG64V", "price": "$32.95", "quantity": ""},
  {"title": "Noctua NH-U9S, Premium CPU Cooler with NF-A9 92mm Fan (Brown)", "asin": "B00TBHYYFK", "price": "", "quantity": ""},
  {"title": "AC Infinity, Fan Speed Controller for 100 to 125V AC Axial Muffin Cooling Fans, Single Connector, for DIY Cooling Ventilation Exhaust Projects", "asin": "B00809BQZG", "price": "", "quantity": ""},
  {"title": "Wathai DC 12V Cooler Case Fan 70mm x 70mm x 15mm 2Pin Brushless Cooling Fan High Performance 2Pack", "asin": "B07Q2LC6HK", "price": "", "quantity": ""},
  {"title": "Apple Pencil (USB-C): Device Compatibility Check Required - Pixel-Perfect Precision, Tilt Sensitivity, Perfect for Note-Taking, Drawing, and Signing Documents. Charges and Pairs with USB-C", "asin": "", "price": "$69.00", "quantity": ""},
  {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "", "price": "$15.99", "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": "Apple Pencil Pro: Latest Model - Device Compatibility Check Required - Pixel-Perfect Precision, Tilt and Pressure Sensitivity, Perfect for Note-Taking, Drawing, and Art. Charges and Pairs Magnetically", "asin": "", "price": "$99.00", "quantity": ""},
  {"title": "Nelko Label Maker Machine with Tape, P21 Bluetooth Label Printer, Wireless Mini Label Makers with Multiple Templates for Organizing Office Home, White", "asin": "", "price": "$19.98", "quantity": ""},
  {"title": "Anker USB C Charger (Nano 65W), PPS 3-Port Fast Compact Foldable USB C Charger Block for MacBook, iPad Pro, Galaxy S24, iPhone 16 / 15 and more series", "asin": "", "price": "$39.99", "quantity": ""},
  {"title": "Metapen Pencil A8 for Apple iPad 2018-2025, (2X Faster Charge), Tilt Sensitivity, Pixel Precision, Stylus Pen for iPad 11/10/9/8/7/6th Gen, Pro 12.9/11/13-inch M4, Air 3/4/5/M2/M3, Mini 5/6th, White", "asin": "", "price": "$14.99", "quantity": ""},
  {"title": "Stylus (5 Pcs), 2-in-1 Stylus Pen for Touch Screen, High Precision and Sensitivity, Suitable for iPhone/ipad/Android Tablets, Compatible with All Touch Screens (Black/White/Blue/Rose Gold/Silver)", "asin": "", "price": "", "quantity": ""},
  {"title": "LISEN Tablet Stand for iPad Stand Holder Desk, Foldable Home Office Desk Accessories Travel for iPad Holder Dorm College Room Essentials Portable Monitor Stand Fits Tabs Kindle iPhone 4-15.9\" Black", "asin": "", "price": "", "quantity": ""},
  {"title": "SAMSUNG 990 PRO SSD 4TB PCIe 4.0 M.2 2280 Internal Solid State Hard Drive, Seq. Read Speeds Up to 7,450 MB/s for High End Computing, Gaming, and Heavy Duty Workstations, MZ-V9P4T0B/AM, Black", "asin": "", "price": "", "quantity": ""},
  {"title": "Apple Pencil (2nd Generation): Device Compatibility Check Required - Pixel-Perfect Precision, Perfect for Note-Taking, Drawing, and Signing documents. Attaches, Charges, and Pairs magnetically.", "asin": "", "price": "", "quantity": ""},
  {"title": "Anker iPhone 16 Charger, 2-Pack 20W Fast USB C Charger Block, for iPhone 16/16 Pro Max/15 Series/iPad Pro and More (Black, 2 Pack & 2 Cable)", "asin": "", "price": "", "quantity": ""},
  {"title": "CloudValley Webcam Cover Slide[2-Pack], 0.023 Inch Ultra-Thin Metal Web Camera Cover for Macbook Pro, iMac, Laptop, PC, iPad Pro, iPhone 8/7/6 Plus, Protect Your Visual Privacy [Black]", "asin": "", "price": "", "quantity": ""},
  {"title": "Replacement Tips Compatible with Apple Pencil 2 Gen iPad Pro Pencil - iPencil Nib for iPad Pencil 1 st/Pencil 2 Gen White 4 Pack (White 4 Pack)", "asin": "", "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 2TB 990 EVO Plus Internal PCIe SSD Hard Drive MZ-V9S2T0B/AM", "asin": "", "price": "$139.99", "quantity": ""},
  {"title": "SAMSUNG SSD 9100 PRO 2TB, PCIe 5.0x4 M.2 2280, Seq. Read Speeds Up to 14,800MB/s, Best for AI Computing, Gaming, and Heavy Duty Workstations (MZ VAP2T0B/AM)", "asin": "", "price": "$299.99", "quantity": ""},
  {"title": "NZXT Kraken 360 RGB - 360mm AIO CPU Liquid Cooler - RL-KR360-W1 - Customizable 1.54\" Square LCD Display for Images, Performance Metrics - High-Performance Pump - White", "asin": "", "price": "$219.99", "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": "$148.99", "quantity": ""},
  {"title": "AMD Ryzen\u2122 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor", "asin": "", "price": "$329.00", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 360 A-RGB - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20132000 RPM, LGA1851 and LGA1700 Contact Frame - White", "asin": "", "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": "Cooler Master 240 Atmos High Performance Close-Loop AIO Liquid Cooler, R9|i7 Dual Chamber Pump, Customize Cover, Sickleflow Edge PWM, aRGB Lighting, AMD Ryzen AM5|4, Intel LGA 1851|1700 Platform", "asin": "", "price": "", "quantity": ""},
  {"title": "Lian Li Strimer Wireless 24 Pin with Controller (PW24-1W-T) - Addressable RGB Power Extension Cable - 2.4 GHz Wireless Control - Wireless Controller Included and Required.", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermalright ASF-Black AM5 CPU Holder, Corrective Anti-Bending Fixing Frame, Full-Fit Fixed Non-Marking Mounter, AM5 Anti-Bending Contact Frame, CPU Cooler Standard", "asin": "", "price": "", "quantity": ""},
  {"title": "Lian Li O11D EVO RGB E-ATX gaming dual chamber case - ARGB lighting strips - Up to 420mm radiator - Cable management - Front and side tempered glass panels - Reversible chassis (O11DERGBW.US)", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermal Grizzly - Kryonaut - 1 Gram - Extremly High Performance Thermal Paste - for Demanding Applications and Overclocking CPU/GPU/PS4/PS5/Xbox", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermal Grizzly - Kryonaut Extreme - 2 Gram - Extremly High Performance Thermal Paste - for Maximum Thermal Conductivity While Overclocking CPU/GPU/PS4/PS5/Xbox", "asin": "", "price": "", "quantity": ""},
  {"title": "Noctua NF-A20 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (200x30mm, Black)", "asin": "B07ZP46RNR", "price": "$36.95", "quantity": ""},
  {"title": "Noctua NH-D15 chromax.Black, Dual-Tower CPU Cooler (140mm, Black)", "asin": "B07Y87YHRH", "price": "$119.95", "quantity": ""},
  {"title": "GDSTIME Dual Ball Bearings 120mm x 120mm x 25mm 5 inch 12v Brushless DC Cooling Exhaust Fan, For Desktop", "asin": "B00N1Y4BMA", "price": "$12.99", "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": "2025-04-05T02:24:53.617Z", // 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": "2025-04-03T00:18:37.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T00:18:53.155Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:19:00.895Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:19:14.292Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:19:19.328Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:19:46.282Z", "action": "click_product", "action_argument": "B0BVKZ6P9C"}
  {"timestamp": "2025-04-03T00:20:31.173Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:20:49.411Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:21:11.685Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:22:04.407Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-03T00:25:06.861Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:26:28.000Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:26:45.981Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:27:06.753Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-05T02:16:05.841Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:16:31.195Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-05T02:16:50.730Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:17:36.977Z", "action": "input", "action_argument": "sfx "}
  {"timestamp": "2025-04-05T02:17:37.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T02:17:56.957Z", "action": "click_product", "action_argument": "B0D45PQ8C4"}
  {"timestamp": "2025-04-05T02:18:06.772Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:19:24.135Z", "action": "purchase", "action_argument": "B0D45RN3KZ"}
  {"timestamp": "2025-04-05T02:19:35.503Z", "action": "click_product", "action_argument": "B07C5VG64V"}
  {"timestamp": "2025-04-05T02:19:51.901Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:20:01.376Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:03.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:57.947Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:21:18.459Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:21:19.412Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:22:42.161Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:23:00.955Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:23:08.335Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:24:47.508Z", "action": "purchase", "action_argument": "B09J91SVLF"}
  <|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": "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": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"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": "CyberPower CP1500PFCLCD PFC Sinewave UPS System, 1500VA/1000W, 12 Outlets, AVR, Mini Tower,Black", "asin": "B00429N19W", "price": "$219.95", "quantity": ""},
  {"title": "for NIDEC A30108-10 TA450 115V 0.26/0.21A 12038 Cooling Fan,120X120X38mm Cabinet Cooling Fan, 50/60Hz axial Fan A30108-10 BTH Connector", "asin": "B0D676JZBP", "price": "$27.88", "quantity": ""},
  {"title": "Noctua NF-A20 FLX, Premium Quiet Fan, 3-Pin (200x30mm, Brown)", "asin": "B071PFLMFT", "price": "$32.95", "quantity": ""},
  {"title": "3-Pin Fan Deceleration Line DGZZI Male-to-Female CPU Fan PWM Cable,Temperature Control Descending Speed line for Computer PC Case Fan RPM Connector Resistor Cable Fan Mute line", "asin": "B0B93LB81D", "price": "$5.55", "quantity": ""},
  {"title": "Noctua NF-P12 redux-1700 PWM, High Performance Cooling Fan, 4-Pin, 1700 RPM (120mm, Grey)", "asin": "B07CG2PGY6", "price": "$15.95", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM, Premium Quiet Fan, 4-Pin (120mm, Brown)", "asin": "B07C5VG64V", "price": "$32.95", "quantity": ""},
  {"title": "Noctua NH-U9S, Premium CPU Cooler with NF-A9 92mm Fan (Brown)", "asin": "B00TBHYYFK", "price": "", "quantity": ""},
  {"title": "AC Infinity, Fan Speed Controller for 100 to 125V AC Axial Muffin Cooling Fans, Single Connector, for DIY Cooling Ventilation Exhaust Projects", "asin": "B00809BQZG", "price": "", "quantity": ""},
  {"title": "Wathai DC 12V Cooler Case Fan 70mm x 70mm x 15mm 2Pin Brushless Cooling Fan High Performance 2Pack", "asin": "B07Q2LC6HK", "price": "", "quantity": ""},
  {"title": "Apple Pencil (USB-C): Device Compatibility Check Required - Pixel-Perfect Precision, Tilt Sensitivity, Perfect for Note-Taking, Drawing, and Signing Documents. Charges and Pairs with USB-C", "asin": "", "price": "$69.00", "quantity": ""},
  {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "", "price": "$15.99", "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": "Apple Pencil Pro: Latest Model - Device Compatibility Check Required - Pixel-Perfect Precision, Tilt and Pressure Sensitivity, Perfect for Note-Taking, Drawing, and Art. Charges and Pairs Magnetically", "asin": "", "price": "$99.00", "quantity": ""},
  {"title": "Nelko Label Maker Machine with Tape, P21 Bluetooth Label Printer, Wireless Mini Label Makers with Multiple Templates for Organizing Office Home, White", "asin": "", "price": "$19.98", "quantity": ""},
  {"title": "Anker USB C Charger (Nano 65W), PPS 3-Port Fast Compact Foldable USB C Charger Block for MacBook, iPad Pro, Galaxy S24, iPhone 16 / 15 and more series", "asin": "", "price": "$39.99", "quantity": ""},
  {"title": "Metapen Pencil A8 for Apple iPad 2018-2025, (2X Faster Charge), Tilt Sensitivity, Pixel Precision, Stylus Pen for iPad 11/10/9/8/7/6th Gen, Pro 12.9/11/13-inch M4, Air 3/4/5/M2/M3, Mini 5/6th, White", "asin": "", "price": "$14.99", "quantity": ""},
  {"title": "Stylus (5 Pcs), 2-in-1 Stylus Pen for Touch Screen, High Precision and Sensitivity, Suitable for iPhone/ipad/Android Tablets, Compatible with All Touch Screens (Black/White/Blue/Rose Gold/Silver)", "asin": "", "price": "", "quantity": ""},
  {"title": "LISEN Tablet Stand for iPad Stand Holder Desk, Foldable Home Office Desk Accessories Travel for iPad Holder Dorm College Room Essentials Portable Monitor Stand Fits Tabs Kindle iPhone 4-15.9\" Black", "asin": "", "price": "", "quantity": ""},
  {"title": "SAMSUNG 990 PRO SSD 4TB PCIe 4.0 M.2 2280 Internal Solid State Hard Drive, Seq. Read Speeds Up to 7,450 MB/s for High End Computing, Gaming, and Heavy Duty Workstations, MZ-V9P4T0B/AM, Black", "asin": "", "price": "", "quantity": ""},
  {"title": "Apple Pencil (2nd Generation): Device Compatibility Check Required - Pixel-Perfect Precision, Perfect for Note-Taking, Drawing, and Signing documents. Attaches, Charges, and Pairs magnetically.", "asin": "", "price": "", "quantity": ""},
  {"title": "Anker iPhone 16 Charger, 2-Pack 20W Fast USB C Charger Block, for iPhone 16/16 Pro Max/15 Series/iPad Pro and More (Black, 2 Pack & 2 Cable)", "asin": "", "price": "", "quantity": ""},
  {"title": "CloudValley Webcam Cover Slide[2-Pack], 0.023 Inch Ultra-Thin Metal Web Camera Cover for Macbook Pro, iMac, Laptop, PC, iPad Pro, iPhone 8/7/6 Plus, Protect Your Visual Privacy [Black]", "asin": "", "price": "", "quantity": ""},
  {"title": "Replacement Tips Compatible with Apple Pencil 2 Gen iPad Pro Pencil - iPencil Nib for iPad Pencil 1 st/Pencil 2 Gen White 4 Pack (White 4 Pack)", "asin": "", "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 2TB 990 EVO Plus Internal PCIe SSD Hard Drive MZ-V9S2T0B/AM", "asin": "", "price": "$139.99", "quantity": ""},
  {"title": "SAMSUNG SSD 9100 PRO 2TB, PCIe 5.0x4 M.2 2280, Seq. Read Speeds Up to 14,800MB/s, Best for AI Computing, Gaming, and Heavy Duty Workstations (MZ VAP2T0B/AM)", "asin": "", "price": "$299.99", "quantity": ""},
  {"title": "NZXT Kraken 360 RGB - 360mm AIO CPU Liquid Cooler - RL-KR360-W1 - Customizable 1.54\" Square LCD Display for Images, Performance Metrics - High-Performance Pump - White", "asin": "", "price": "$219.99", "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": "$148.99", "quantity": ""},
  {"title": "AMD Ryzen\u2122 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor", "asin": "", "price": "$329.00", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 360 A-RGB - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20132000 RPM, LGA1851 and LGA1700 Contact Frame - White", "asin": "", "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": "Cooler Master 240 Atmos High Performance Close-Loop AIO Liquid Cooler, R9|i7 Dual Chamber Pump, Customize Cover, Sickleflow Edge PWM, aRGB Lighting, AMD Ryzen AM5|4, Intel LGA 1851|1700 Platform", "asin": "", "price": "", "quantity": ""},
  {"title": "Lian Li Strimer Wireless 24 Pin with Controller (PW24-1W-T) - Addressable RGB Power Extension Cable - 2.4 GHz Wireless Control - Wireless Controller Included and Required.", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermalright ASF-Black AM5 CPU Holder, Corrective Anti-Bending Fixing Frame, Full-Fit Fixed Non-Marking Mounter, AM5 Anti-Bending Contact Frame, CPU Cooler Standard", "asin": "", "price": "", "quantity": ""},
  {"title": "Lian Li O11D EVO RGB E-ATX gaming dual chamber case - ARGB lighting strips - Up to 420mm radiator - Cable management - Front and side tempered glass panels - Reversible chassis (O11DERGBW.US)", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermal Grizzly - Kryonaut - 1 Gram - Extremly High Performance Thermal Paste - for Demanding Applications and Overclocking CPU/GPU/PS4/PS5/Xbox", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermal Grizzly - Kryonaut Extreme - 2 Gram - Extremly High Performance Thermal Paste - for Maximum Thermal Conductivity While Overclocking CPU/GPU/PS4/PS5/Xbox", "asin": "", "price": "", "quantity": ""},
  {"title": "Noctua NF-A20 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (200x30mm, Black)", "asin": "B07ZP46RNR", "price": "$36.95", "quantity": ""},
  {"title": "Noctua NH-D15 chromax.Black, Dual-Tower CPU Cooler (140mm, Black)", "asin": "B07Y87YHRH", "price": "$119.95", "quantity": ""},
  {"title": "GDSTIME Dual Ball Bearings 120mm x 120mm x 25mm 5 inch 12v Brushless DC Cooling Exhaust Fan, For Desktop", "asin": "B00N1Y4BMA", "price": "$12.99", "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": "2025-04-05T02:24:53.617Z", // 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>
  