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": "2025-04-05T02:16:05.841Z", "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"}
  {"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
  {"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
  {"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
  {"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
  {"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
  {"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
  {"timestamp": "2025-04-05T05:17:13.597Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:17:31.484Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:17:35.604Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
  {"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
  {"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
  {"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
  {"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
  <|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": "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": "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": "Noctua NH-U9S, Premium CPU Cooler with NF-A9 92mm Fan (Brown)", "asin": "B00TBHYYFK", "price": "$59.95", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM, Premium Quiet Fan, 4-Pin (120mm, Brown)", "asin": "B07C5VG64V", "price": "$32.95", "quantity": ""},
  {"title": "Noctua NH-D15S, Premium Dual-Tower CPU Cooler with NF-A15 PWM 140mm Fan (Brown)", "asin": "B00XUVGLEU", "price": "$99.95", "quantity": ""},
  {"title": "Noctua NH-U14S, Premium CPU Cooler with NF-A15 140mm Fan (Brown)", "asin": "B00C9FLSLY", "price": "$79.95", "quantity": ""},
  {"title": "Noctua NH-D15, Premium CPU Cooler with 2X NF-A15 PWM 140mm Fans (Brown)", "asin": "B00L7UZMAK", "price": "$109.95", "quantity": ""},
  {"title": "Noctua NH-U12A chromax.Black, 120mm Single-Tower CPU Cooler (Black)", "asin": "B098XP1Y38", "price": "$129.95", "quantity": ""},
  {"title": "Noctua NH-U12A, Premium CPU Cooler with High-Performance Quiet NF-A12x25 PWM Fans (120mm, Brown)", "asin": "B07PN4RDW3", "price": "", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "B09C6DQDNT", "price": "", "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": "", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 420 A-RGB - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131900 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$149.99", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 420 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131700 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$127.99", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 280 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131700 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$111.99", "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": "$279.99", "quantity": ""},
  {"title": "be quiet! Light Loop 360mm | All in One Water Cooling System | BW022", "asin": "", "price": "$164.90", "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": "NZXT 360mm AIO CPU Liquid Cooler with Customizable LCD Display, High-Performance Pump, 3 Fans - Black", "asin": "", "price": "$179.99", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST A-RGB - PC Fan, 120mm PWM Case Fan Optimized for Static Pressure, Semi-Passive: 200\u20132000 RPM (0 RPM <5%), 5V 3 pin ARGB LED, Single Fan - Black", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST A-RGB (3 Pack) - PC Fans, 120mm PWM Case Fan Optimized for Static Pressure, Semi-Passive: 200\u20132000 RPM (0 RPM <5%), 5V 3 pin ARGB LED - White", "asin": "", "price": "", "quantity": ""},
  {"title": "Antec Flux Pro, 6 x PWM Fans Included, High-Airflow Front Panel with Walnut Wood, iShift PSU 90\u00b0 Mount, USB3.0 x 2, Type-C, 420mm Radiator Support, Temp. Display, Full-Tower E-ATX PC Case", "asin": "", "price": "", "quantity": ""},
  {"title": "Cooler Master 360 Atmos Stealth High Performance Close-Loop AIO Liquid Cooler, R9|i9 Dual Chamber Pump, Customize Cover, Mobius 120 PWM, AMD Ryzen AM5|4, Intel LGA 1851|1700 Platform", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermalright FW360 Black ARGB CPU AIO Cooler,PC 360 Specification Water Cooler System,IPS LCD Screen with 320x240 Resolution,for AM5&Intel LGA1700/1851,CPU Cooler Comes with 2.4-inch LCD Display", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 240 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131800 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "quantity": ""},
  {"title": "TEAMGROUP T-Force Delta RGB DDR5 Ram 32GB (2x16GB) 6000MHz PC5-48000 CL30 Intel XMP 3.0 & AMD Expo Compatible Desktop Memory Module Ram White FF4D532G6000HC30DC01", "asin": "", "price": "", "quantity": ""},
  {"title": "Samsonite Omni 2 Carry-On Hardside Luggage with 360\u00b0 Spinner Wheels - Scratch Resistant Hardshell - TSA, Airline-Approved - Expandable Polycarbonate Shell for Lightweight Travel - Midnight Black", "asin": "", "price": "$121.34", "quantity": ""},
  {"title": "Traveler's Choice Pagosa Indestructible Hardshell Expandable Spinner Luggage, Black, Carry-on", "asin": "", "price": "$93.99", "quantity": ""},
  {"title": "Amazon Basics 21\" Hardside Carry-On Luggage, Hardshell Suitcase With Wheels, Expandable For Up to 25% More Space, With Scratch-Resistant Surface, Four Multi-directional Wheels, Navy Blue", "asin": "", "price": "$63.99", "quantity": ""},
  {"title": "Travelpro Maxlite 5 Softside Expandable Carry on Luggage with 4 Spinner Wheels, Lightweight Suitcase, Men and Women, Black, Carry On 21-Inch", "asin": "", "price": "$144.49", "quantity": ""},
  {"title": "BAGSMART Carry On Luggage 22x14x9 Airline Approved with TSA Lock,20 Inch Lightweight Luggage with Spinner Wheels,100% PC Hard Shell Carry On Suitcases for Men Women,Royal Blue", "asin": "", "price": "$79.99", "quantity": ""},
  {"title": "SwissGear Sion Softside Expandable Luggage, Black, Carry-On 21-Inch", "asin": "", "price": "$119.99", "quantity": ""},
  {"title": "Samsonite UpLIFT 19\" Lightweight Hardside Carry-On Luggage with Spinner Wheels - Expandable - Airline-Approved, Polycarbonate Hard Suitcase for Ultra Lightweight Travel - Silver Shimmer", "asin": "", "price": "$132.99", "quantity": ""},
  {"title": "Samsonite Evolve SE Hardside Expandable Luggage with Double Spinner Wheels, Bass Black, Carry-on", "asin": "", "price": "$101.00", "quantity": ""},
  {"title": "Samsonite Octiv Lightweight Hardshell 22-Inch Carry-On Luggage -Durable & Impact Resistant, 360\u00b0 Aero Trac Spinner Wheels, Adjustable Telescopic Handle, Expandable Suitcase, TSA Approved Lock - Black", "asin": "", "price": "$170.99", "quantity": ""},
  {"title": "KROSER Hardside Expandable Carry On Luggage with Spinner Wheels & Built-in TSA Lock, Durable Suitcase Rolling Luggage with USB Port, Carry-On 20-Inch, White", "asin": "", "price": "$99.99", "quantity": ""},
  {"title": "SwissGear 7366 Hardside Expandable Luggage with Spinner Wheels, Black, Carry-On 19-Inch", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "Briggs & Riley Sympatico Hardside Luggage, Olive, 22\" Essential Carry-On", "asin": "", "price": "$649.00", "quantity": ""},
  {"title": "DELSEY PARIS Chatelet Air 2.0 Hardside Luggage with Spinner Wheels, Angora, Carry on 20 Inch", "asin": "", "price": "$230.99", "quantity": ""},
  {"title": "Virtuosa Hardside 21 Inch Carry On Luggage - Airline Approved with 360\u00b0 Spinner Wheels, RightHeight\u2122 Adjustable Handle - Zippered WetPak\u2122 - TSA Lock - Expandable Light Polycarbonate Shell - Pine Green", "asin": "", "price": "$139.99", "quantity": ""},
  {"title": "JM-FUHAND Anti static work gloves for PC building-2 Pairs,Thin and lightweight all purpose work gloves.", "asin": "", "price": "$8.99", "quantity": ""},
  {"title": "4 Pairs ESD Anti Static Gloves, PC Gloves with High Resistance Carbon Fiber Anti-static Gloves for PC Building Computer Electronics Installation and Repair (Medium)", "asin": "", "price": "$6.99", "quantity": ""},
  {"title": "ARCTIC EAGLE Anti Static Wrist Strap, 11\" Anti Static Wristband Grounding Bracelet with Alligator Clip and Extendable Long Cable, Fits Wrist Circumference 6\" to 8.5\". [Regular Size]", "asin": "", "price": "$5.39", "quantity": ""},
  {"title": "EHDIS Nylon White Working Gloves - Non-slip Vinyl Wrap and PC Building Labor Gloves", "asin": "", "price": "$10.99", "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": "$18.89", "quantity": ""},
  {"title": "iFixit Portable Anti-Static Mat - ESD Pad, Wrist Strap, Grounding Cord for Electronics Repair", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "VViViD Grey Professional Vinyl Wrap Anti-Static Applicator Glove Pair (2 Glove Pack)", "asin": "", "price": "$9.98", "quantity": ""},
  {"title": "VSGO Professional Camera Cleaning Gloves Anti-Static for Camera and Sensor Cleaning, Compatible with Precision Instruments, White (DDG-1)", "asin": "", "price": "$9.99", "quantity": ""},
  {"title": "STREBITO Anti Static Wrist Strap, 11\" Antistatic Wrist Band Grounding Bracelet ESD Wrist Strap Adjustable wristband with Alligator Clip, Extra Long Cord for PC Computer Building Electronics Repair", "asin": "", "price": "$5.29", "quantity": ""},
  {"title": "Premium Heat Resistant 932\u00b0F Anti Static Mat, HPFIX ESD Mat with Grounding Wire, Grounding Plug, and ESD Wristband, Silicone Soldering Repair Mat for Computer, PC Building, Eelectronics", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Premium Heat Resistant Anti Static Mat for Computer, Laptop, Cellphone Electronics Repair, HPFIX ESD Safe Soldering Mat for for BGA and Gun Soldering Iron, Workbench (17.7\" x 13.6\")", "asin": "", "price": "$23.39", "quantity": ""},
  {"title": "DEX FIT Nitrile Work Gloves FN330, 3 Pairs, 3D-Comfort Stretchy Fit, Firm Grip, Thin & Lightweight, Touch-Screen Compatible, Durable, Breathable & Cool, Machine Washable; Grey L (9)", "asin": "", "price": "$13.99", "quantity": ""},
  {"title": "Anti Static Wrist Strap with grounding Wire ESD Anti Static Wristband Adjustable Coiled Cord Anti Shock Wristband (4)", "asin": "", "price": "$7.46", "quantity": ""},
  {"title": "iFixit Anti-Static Wrist Strap (Adjustable up to Size XL) - ESD Grounding Wristband", "asin": "", "price": "$7.95", "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": "2025-04-05T06:07:09.035Z", // 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": "2025-04-05T02:16:05.841Z", "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"}
  {"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
  {"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
  {"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
  {"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
  {"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
  {"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
  {"timestamp": "2025-04-05T05:17:13.597Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:17:31.484Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:17:35.604Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
  {"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
  {"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
  {"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
  {"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
  <|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": "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": "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": "Noctua NH-U9S, Premium CPU Cooler with NF-A9 92mm Fan (Brown)", "asin": "B00TBHYYFK", "price": "$59.95", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM, Premium Quiet Fan, 4-Pin (120mm, Brown)", "asin": "B07C5VG64V", "price": "$32.95", "quantity": ""},
  {"title": "Noctua NH-D15S, Premium Dual-Tower CPU Cooler with NF-A15 PWM 140mm Fan (Brown)", "asin": "B00XUVGLEU", "price": "$99.95", "quantity": ""},
  {"title": "Noctua NH-U14S, Premium CPU Cooler with NF-A15 140mm Fan (Brown)", "asin": "B00C9FLSLY", "price": "$79.95", "quantity": ""},
  {"title": "Noctua NH-D15, Premium CPU Cooler with 2X NF-A15 PWM 140mm Fans (Brown)", "asin": "B00L7UZMAK", "price": "$109.95", "quantity": ""},
  {"title": "Noctua NH-U12A chromax.Black, 120mm Single-Tower CPU Cooler (Black)", "asin": "B098XP1Y38", "price": "$129.95", "quantity": ""},
  {"title": "Noctua NH-U12A, Premium CPU Cooler with High-Performance Quiet NF-A12x25 PWM Fans (120mm, Brown)", "asin": "B07PN4RDW3", "price": "", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "B09C6DQDNT", "price": "", "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": "", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 420 A-RGB - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131900 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$149.99", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 420 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131700 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$127.99", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 280 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131700 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$111.99", "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": "$279.99", "quantity": ""},
  {"title": "be quiet! Light Loop 360mm | All in One Water Cooling System | BW022", "asin": "", "price": "$164.90", "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": "NZXT 360mm AIO CPU Liquid Cooler with Customizable LCD Display, High-Performance Pump, 3 Fans - Black", "asin": "", "price": "$179.99", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST A-RGB - PC Fan, 120mm PWM Case Fan Optimized for Static Pressure, Semi-Passive: 200\u20132000 RPM (0 RPM <5%), 5V 3 pin ARGB LED, Single Fan - Black", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST A-RGB (3 Pack) - PC Fans, 120mm PWM Case Fan Optimized for Static Pressure, Semi-Passive: 200\u20132000 RPM (0 RPM <5%), 5V 3 pin ARGB LED - White", "asin": "", "price": "", "quantity": ""},
  {"title": "Antec Flux Pro, 6 x PWM Fans Included, High-Airflow Front Panel with Walnut Wood, iShift PSU 90\u00b0 Mount, USB3.0 x 2, Type-C, 420mm Radiator Support, Temp. Display, Full-Tower E-ATX PC Case", "asin": "", "price": "", "quantity": ""},
  {"title": "Cooler Master 360 Atmos Stealth High Performance Close-Loop AIO Liquid Cooler, R9|i9 Dual Chamber Pump, Customize Cover, Mobius 120 PWM, AMD Ryzen AM5|4, Intel LGA 1851|1700 Platform", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermalright FW360 Black ARGB CPU AIO Cooler,PC 360 Specification Water Cooler System,IPS LCD Screen with 320x240 Resolution,for AM5&Intel LGA1700/1851,CPU Cooler Comes with 2.4-inch LCD Display", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 240 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131800 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "quantity": ""},
  {"title": "TEAMGROUP T-Force Delta RGB DDR5 Ram 32GB (2x16GB) 6000MHz PC5-48000 CL30 Intel XMP 3.0 & AMD Expo Compatible Desktop Memory Module Ram White FF4D532G6000HC30DC01", "asin": "", "price": "", "quantity": ""},
  {"title": "Samsonite Omni 2 Carry-On Hardside Luggage with 360\u00b0 Spinner Wheels - Scratch Resistant Hardshell - TSA, Airline-Approved - Expandable Polycarbonate Shell for Lightweight Travel - Midnight Black", "asin": "", "price": "$121.34", "quantity": ""},
  {"title": "Traveler's Choice Pagosa Indestructible Hardshell Expandable Spinner Luggage, Black, Carry-on", "asin": "", "price": "$93.99", "quantity": ""},
  {"title": "Amazon Basics 21\" Hardside Carry-On Luggage, Hardshell Suitcase With Wheels, Expandable For Up to 25% More Space, With Scratch-Resistant Surface, Four Multi-directional Wheels, Navy Blue", "asin": "", "price": "$63.99", "quantity": ""},
  {"title": "Travelpro Maxlite 5 Softside Expandable Carry on Luggage with 4 Spinner Wheels, Lightweight Suitcase, Men and Women, Black, Carry On 21-Inch", "asin": "", "price": "$144.49", "quantity": ""},
  {"title": "BAGSMART Carry On Luggage 22x14x9 Airline Approved with TSA Lock,20 Inch Lightweight Luggage with Spinner Wheels,100% PC Hard Shell Carry On Suitcases for Men Women,Royal Blue", "asin": "", "price": "$79.99", "quantity": ""},
  {"title": "SwissGear Sion Softside Expandable Luggage, Black, Carry-On 21-Inch", "asin": "", "price": "$119.99", "quantity": ""},
  {"title": "Samsonite UpLIFT 19\" Lightweight Hardside Carry-On Luggage with Spinner Wheels - Expandable - Airline-Approved, Polycarbonate Hard Suitcase for Ultra Lightweight Travel - Silver Shimmer", "asin": "", "price": "$132.99", "quantity": ""},
  {"title": "Samsonite Evolve SE Hardside Expandable Luggage with Double Spinner Wheels, Bass Black, Carry-on", "asin": "", "price": "$101.00", "quantity": ""},
  {"title": "Samsonite Octiv Lightweight Hardshell 22-Inch Carry-On Luggage -Durable & Impact Resistant, 360\u00b0 Aero Trac Spinner Wheels, Adjustable Telescopic Handle, Expandable Suitcase, TSA Approved Lock - Black", "asin": "", "price": "$170.99", "quantity": ""},
  {"title": "KROSER Hardside Expandable Carry On Luggage with Spinner Wheels & Built-in TSA Lock, Durable Suitcase Rolling Luggage with USB Port, Carry-On 20-Inch, White", "asin": "", "price": "$99.99", "quantity": ""},
  {"title": "SwissGear 7366 Hardside Expandable Luggage with Spinner Wheels, Black, Carry-On 19-Inch", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "Briggs & Riley Sympatico Hardside Luggage, Olive, 22\" Essential Carry-On", "asin": "", "price": "$649.00", "quantity": ""},
  {"title": "DELSEY PARIS Chatelet Air 2.0 Hardside Luggage with Spinner Wheels, Angora, Carry on 20 Inch", "asin": "", "price": "$230.99", "quantity": ""},
  {"title": "Virtuosa Hardside 21 Inch Carry On Luggage - Airline Approved with 360\u00b0 Spinner Wheels, RightHeight\u2122 Adjustable Handle - Zippered WetPak\u2122 - TSA Lock - Expandable Light Polycarbonate Shell - Pine Green", "asin": "", "price": "$139.99", "quantity": ""},
  {"title": "JM-FUHAND Anti static work gloves for PC building-2 Pairs,Thin and lightweight all purpose work gloves.", "asin": "", "price": "$8.99", "quantity": ""},
  {"title": "4 Pairs ESD Anti Static Gloves, PC Gloves with High Resistance Carbon Fiber Anti-static Gloves for PC Building Computer Electronics Installation and Repair (Medium)", "asin": "", "price": "$6.99", "quantity": ""},
  {"title": "ARCTIC EAGLE Anti Static Wrist Strap, 11\" Anti Static Wristband Grounding Bracelet with Alligator Clip and Extendable Long Cable, Fits Wrist Circumference 6\" to 8.5\". [Regular Size]", "asin": "", "price": "$5.39", "quantity": ""},
  {"title": "EHDIS Nylon White Working Gloves - Non-slip Vinyl Wrap and PC Building Labor Gloves", "asin": "", "price": "$10.99", "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": "$18.89", "quantity": ""},
  {"title": "iFixit Portable Anti-Static Mat - ESD Pad, Wrist Strap, Grounding Cord for Electronics Repair", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "VViViD Grey Professional Vinyl Wrap Anti-Static Applicator Glove Pair (2 Glove Pack)", "asin": "", "price": "$9.98", "quantity": ""},
  {"title": "VSGO Professional Camera Cleaning Gloves Anti-Static for Camera and Sensor Cleaning, Compatible with Precision Instruments, White (DDG-1)", "asin": "", "price": "$9.99", "quantity": ""},
  {"title": "STREBITO Anti Static Wrist Strap, 11\" Antistatic Wrist Band Grounding Bracelet ESD Wrist Strap Adjustable wristband with Alligator Clip, Extra Long Cord for PC Computer Building Electronics Repair", "asin": "", "price": "$5.29", "quantity": ""},
  {"title": "Premium Heat Resistant 932\u00b0F Anti Static Mat, HPFIX ESD Mat with Grounding Wire, Grounding Plug, and ESD Wristband, Silicone Soldering Repair Mat for Computer, PC Building, Eelectronics", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Premium Heat Resistant Anti Static Mat for Computer, Laptop, Cellphone Electronics Repair, HPFIX ESD Safe Soldering Mat for for BGA and Gun Soldering Iron, Workbench (17.7\" x 13.6\")", "asin": "", "price": "$23.39", "quantity": ""},
  {"title": "DEX FIT Nitrile Work Gloves FN330, 3 Pairs, 3D-Comfort Stretchy Fit, Firm Grip, Thin & Lightweight, Touch-Screen Compatible, Durable, Breathable & Cool, Machine Washable; Grey L (9)", "asin": "", "price": "$13.99", "quantity": ""},
  {"title": "Anti Static Wrist Strap with grounding Wire ESD Anti Static Wristband Adjustable Coiled Cord Anti Shock Wristband (4)", "asin": "", "price": "$7.46", "quantity": ""},
  {"title": "iFixit Anti-Static Wrist Strap (Adjustable up to Size XL) - ESD Grounding Wristband", "asin": "", "price": "$7.95", "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": "2025-04-05T06:07:09.035Z", // 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": "2025-04-05T02:16:05.841Z", "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"}
  {"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
  {"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
  {"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
  {"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
  {"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
  {"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
  {"timestamp": "2025-04-05T05:17:13.597Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:17:31.484Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:17:35.604Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
  {"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
  {"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
  {"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
  {"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
  <|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": "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": "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": "Noctua NH-U9S, Premium CPU Cooler with NF-A9 92mm Fan (Brown)", "asin": "B00TBHYYFK", "price": "$59.95", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM, Premium Quiet Fan, 4-Pin (120mm, Brown)", "asin": "B07C5VG64V", "price": "$32.95", "quantity": ""},
  {"title": "Noctua NH-D15S, Premium Dual-Tower CPU Cooler with NF-A15 PWM 140mm Fan (Brown)", "asin": "B00XUVGLEU", "price": "$99.95", "quantity": ""},
  {"title": "Noctua NH-U14S, Premium CPU Cooler with NF-A15 140mm Fan (Brown)", "asin": "B00C9FLSLY", "price": "$79.95", "quantity": ""},
  {"title": "Noctua NH-D15, Premium CPU Cooler with 2X NF-A15 PWM 140mm Fans (Brown)", "asin": "B00L7UZMAK", "price": "$109.95", "quantity": ""},
  {"title": "Noctua NH-U12A chromax.Black, 120mm Single-Tower CPU Cooler (Black)", "asin": "B098XP1Y38", "price": "$129.95", "quantity": ""},
  {"title": "Noctua NH-U12A, Premium CPU Cooler with High-Performance Quiet NF-A12x25 PWM Fans (120mm, Brown)", "asin": "B07PN4RDW3", "price": "", "quantity": ""},
  {"title": "Noctua NF-A12x25 PWM chromax.Black.swap, Premium Quiet Fan, 4-Pin (120mm, Black)", "asin": "B09C6DQDNT", "price": "", "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": "", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 420 A-RGB - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131900 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$149.99", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 420 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131700 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$127.99", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 280 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131700 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "price": "$111.99", "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": "$279.99", "quantity": ""},
  {"title": "be quiet! Light Loop 360mm | All in One Water Cooling System | BW022", "asin": "", "price": "$164.90", "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": "NZXT 360mm AIO CPU Liquid Cooler with Customizable LCD Display, High-Performance Pump, 3 Fans - Black", "asin": "", "price": "$179.99", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST A-RGB - PC Fan, 120mm PWM Case Fan Optimized for Static Pressure, Semi-Passive: 200\u20132000 RPM (0 RPM <5%), 5V 3 pin ARGB LED, Single Fan - Black", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC P12 PWM PST A-RGB (3 Pack) - PC Fans, 120mm PWM Case Fan Optimized for Static Pressure, Semi-Passive: 200\u20132000 RPM (0 RPM <5%), 5V 3 pin ARGB LED - White", "asin": "", "price": "", "quantity": ""},
  {"title": "Antec Flux Pro, 6 x PWM Fans Included, High-Airflow Front Panel with Walnut Wood, iShift PSU 90\u00b0 Mount, USB3.0 x 2, Type-C, 420mm Radiator Support, Temp. Display, Full-Tower E-ATX PC Case", "asin": "", "price": "", "quantity": ""},
  {"title": "Cooler Master 360 Atmos Stealth High Performance Close-Loop AIO Liquid Cooler, R9|i9 Dual Chamber Pump, Customize Cover, Mobius 120 PWM, AMD Ryzen AM5|4, Intel LGA 1851|1700 Platform", "asin": "", "price": "", "quantity": ""},
  {"title": "Thermalright FW360 Black ARGB CPU AIO Cooler,PC 360 Specification Water Cooler System,IPS LCD Screen with 320x240 Resolution,for AM5&Intel LGA1700/1851,CPU Cooler Comes with 2.4-inch LCD Display", "asin": "", "price": "", "quantity": ""},
  {"title": "ARCTIC Liquid Freezer III 240 - CPU AIO Water Cooler, Water Cooling PC, Intel & AMD, Efficient PWM-Controlled Pump, Fan: 200\u20131800 RPM, LGA1851 and LGA1700 Contact Frame - Black", "asin": "", "quantity": ""},
  {"title": "TEAMGROUP T-Force Delta RGB DDR5 Ram 32GB (2x16GB) 6000MHz PC5-48000 CL30 Intel XMP 3.0 & AMD Expo Compatible Desktop Memory Module Ram White FF4D532G6000HC30DC01", "asin": "", "price": "", "quantity": ""},
  {"title": "Samsonite Omni 2 Carry-On Hardside Luggage with 360\u00b0 Spinner Wheels - Scratch Resistant Hardshell - TSA, Airline-Approved - Expandable Polycarbonate Shell for Lightweight Travel - Midnight Black", "asin": "", "price": "$121.34", "quantity": ""},
  {"title": "Traveler's Choice Pagosa Indestructible Hardshell Expandable Spinner Luggage, Black, Carry-on", "asin": "", "price": "$93.99", "quantity": ""},
  {"title": "Amazon Basics 21\" Hardside Carry-On Luggage, Hardshell Suitcase With Wheels, Expandable For Up to 25% More Space, With Scratch-Resistant Surface, Four Multi-directional Wheels, Navy Blue", "asin": "", "price": "$63.99", "quantity": ""},
  {"title": "Travelpro Maxlite 5 Softside Expandable Carry on Luggage with 4 Spinner Wheels, Lightweight Suitcase, Men and Women, Black, Carry On 21-Inch", "asin": "", "price": "$144.49", "quantity": ""},
  {"title": "BAGSMART Carry On Luggage 22x14x9 Airline Approved with TSA Lock,20 Inch Lightweight Luggage with Spinner Wheels,100% PC Hard Shell Carry On Suitcases for Men Women,Royal Blue", "asin": "", "price": "$79.99", "quantity": ""},
  {"title": "SwissGear Sion Softside Expandable Luggage, Black, Carry-On 21-Inch", "asin": "", "price": "$119.99", "quantity": ""},
  {"title": "Samsonite UpLIFT 19\" Lightweight Hardside Carry-On Luggage with Spinner Wheels - Expandable - Airline-Approved, Polycarbonate Hard Suitcase for Ultra Lightweight Travel - Silver Shimmer", "asin": "", "price": "$132.99", "quantity": ""},
  {"title": "Samsonite Evolve SE Hardside Expandable Luggage with Double Spinner Wheels, Bass Black, Carry-on", "asin": "", "price": "$101.00", "quantity": ""},
  {"title": "Samsonite Octiv Lightweight Hardshell 22-Inch Carry-On Luggage -Durable & Impact Resistant, 360\u00b0 Aero Trac Spinner Wheels, Adjustable Telescopic Handle, Expandable Suitcase, TSA Approved Lock - Black", "asin": "", "price": "$170.99", "quantity": ""},
  {"title": "KROSER Hardside Expandable Carry On Luggage with Spinner Wheels & Built-in TSA Lock, Durable Suitcase Rolling Luggage with USB Port, Carry-On 20-Inch, White", "asin": "", "price": "$99.99", "quantity": ""},
  {"title": "SwissGear 7366 Hardside Expandable Luggage with Spinner Wheels, Black, Carry-On 19-Inch", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "Briggs & Riley Sympatico Hardside Luggage, Olive, 22\" Essential Carry-On", "asin": "", "price": "$649.00", "quantity": ""},
  {"title": "DELSEY PARIS Chatelet Air 2.0 Hardside Luggage with Spinner Wheels, Angora, Carry on 20 Inch", "asin": "", "price": "$230.99", "quantity": ""},
  {"title": "Virtuosa Hardside 21 Inch Carry On Luggage - Airline Approved with 360\u00b0 Spinner Wheels, RightHeight\u2122 Adjustable Handle - Zippered WetPak\u2122 - TSA Lock - Expandable Light Polycarbonate Shell - Pine Green", "asin": "", "price": "$139.99", "quantity": ""},
  {"title": "JM-FUHAND Anti static work gloves for PC building-2 Pairs,Thin and lightweight all purpose work gloves.", "asin": "", "price": "$8.99", "quantity": ""},
  {"title": "4 Pairs ESD Anti Static Gloves, PC Gloves with High Resistance Carbon Fiber Anti-static Gloves for PC Building Computer Electronics Installation and Repair (Medium)", "asin": "", "price": "$6.99", "quantity": ""},
  {"title": "ARCTIC EAGLE Anti Static Wrist Strap, 11\" Anti Static Wristband Grounding Bracelet with Alligator Clip and Extendable Long Cable, Fits Wrist Circumference 6\" to 8.5\". [Regular Size]", "asin": "", "price": "$5.39", "quantity": ""},
  {"title": "EHDIS Nylon White Working Gloves - Non-slip Vinyl Wrap and PC Building Labor Gloves", "asin": "", "price": "$10.99", "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": "$18.89", "quantity": ""},
  {"title": "iFixit Portable Anti-Static Mat - ESD Pad, Wrist Strap, Grounding Cord for Electronics Repair", "asin": "", "price": "$29.95", "quantity": ""},
  {"title": "VViViD Grey Professional Vinyl Wrap Anti-Static Applicator Glove Pair (2 Glove Pack)", "asin": "", "price": "$9.98", "quantity": ""},
  {"title": "VSGO Professional Camera Cleaning Gloves Anti-Static for Camera and Sensor Cleaning, Compatible with Precision Instruments, White (DDG-1)", "asin": "", "price": "$9.99", "quantity": ""},
  {"title": "STREBITO Anti Static Wrist Strap, 11\" Antistatic Wrist Band Grounding Bracelet ESD Wrist Strap Adjustable wristband with Alligator Clip, Extra Long Cord for PC Computer Building Electronics Repair", "asin": "", "price": "$5.29", "quantity": ""},
  {"title": "Premium Heat Resistant 932\u00b0F Anti Static Mat, HPFIX ESD Mat with Grounding Wire, Grounding Plug, and ESD Wristband, Silicone Soldering Repair Mat for Computer, PC Building, Eelectronics", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Premium Heat Resistant Anti Static Mat for Computer, Laptop, Cellphone Electronics Repair, HPFIX ESD Safe Soldering Mat for for BGA and Gun Soldering Iron, Workbench (17.7\" x 13.6\")", "asin": "", "price": "$23.39", "quantity": ""},
  {"title": "DEX FIT Nitrile Work Gloves FN330, 3 Pairs, 3D-Comfort Stretchy Fit, Firm Grip, Thin & Lightweight, Touch-Screen Compatible, Durable, Breathable & Cool, Machine Washable; Grey L (9)", "asin": "", "price": "$13.99", "quantity": ""},
  {"title": "Anti Static Wrist Strap with grounding Wire ESD Anti Static Wristband Adjustable Coiled Cord Anti Shock Wristband (4)", "asin": "", "price": "$7.46", "quantity": ""},
  {"title": "iFixit Anti-Static Wrist Strap (Adjustable up to Size XL) - ESD Grounding Wristband", "asin": "", "price": "$7.95", "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": "2025-04-05T06:07:09.035Z", // 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>
  