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": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  {"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:21.608Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:25.275Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:26.191Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:28.350Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:29.933Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:30.443Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:31.927Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:33.683Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:34.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:35.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:23:18.610Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:23:28.599Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:26:56.211Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:29:21.488Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:14.523Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:33.446Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:35:48.474Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:35:56.742Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:35:57.371Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:36:09.673Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:36:39.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T02:37:33.721Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:37:44.693Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:37:54.176Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:30:39.975Z", "action": "input", "action_argument": "Oyster knives"}
  {"timestamp": "2025-04-10T19:30:40.082Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:30:45.170Z", "action": "input", "action_argument": "Oyster knives "}
  {"timestamp": "2025-04-10T19:30:45.273Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-10T19:32:24.904Z", "action": "click_product", "action_argument": "B07L9QTLNQ"}
  {"timestamp": "2025-04-10T19:33:12.574Z", "action": "purchase", "action_argument": "B07L9QTLNQ"}
  {"timestamp": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:15:15.031Z", "action": "purchase", "action_argument": "B0DF25TNCG"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-11T03:55:26.969Z", "action": "input", "action_argument": "table"}
  {"timestamp": "2025-04-11T03:55:27.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:54.125Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:57.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:56:12.058Z", "action": "click_product", "action_argument": "B0BRVC7Y7W"}
  {"timestamp": "2025-04-11T04:02:31.199Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T04:02:31.268Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T05:06:35.159Z", "action": "input", "action_argument": "key "}
  {"timestamp": "2025-04-11T05:06:35.258Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-11T05:06:59.769Z", "action": "click", "action_argument": "search"}
  <|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": "cute key holder wall mount"}],
  "cart_items": [{"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$99.99", "quantity": "1"},
  {"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$21.29", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$311.37", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "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"}],
  "promotion_items": [{"title": "pickpiff 1 Pack Key Holder for Wall Adhesive, Key Hooks with 8 Hooks Wall Mounted, Black Key Hangers for Wall Decor No Drill for Living Room, Kitchen, Office", "asin": "B0CHFB7NPH", "price": "$7.99", "quantity": ""},
  {"title": "Metal Key Holder, Wall Mounted Key Hooks, Key Holder for Wall, Key Organizer Rack with 5 Hooks, Key Hanger Decor for Kitchen, Entryway, Hallway, Bedroom, Doorway (Tree 12IN)", "asin": "B0DTHQBMP4", "price": "$9.98", "quantity": ""},
  {"title": "Key Holder Wall Mounted Key Hooks, Black Metal Key Rack Hooks, The Great Grove, Mountain Theme Wall Decoration Hooks, with 7 Hooks, Applicable to Front Doors, Lobby,Corridor, Offices (12 \")", "asin": "B0DQWQQD2P", "price": "$7.88", "quantity": ""},
  {"title": "DOPACE Key Holder for Wall, Mail Organizer Wall Mounted, Mail and Key Organizer with 6 Key Hooks for Entryway and Home Decor, Black", "asin": "B0D8FTK27R", "price": "$59.99", "quantity": ""},
  {"title": "Classic Wrought Iron Grid Style Key Holder Wall Mount, Easy Assembly and Installation, Matte Black Finish, Extra Large Storage Space for Mail, Features 5 Adjustable and Removable Hooks", "asin": "B0CWTSFHWM", "price": "$20.00", "quantity": ""},
  {"title": "VIS'V Key Holder Wall Mount, Compact Adhesive Key Rack with Tray, 6 Hooks, 2 Mount Options, Black", "asin": "B0C48V1LNV", "price": "$9.87", "quantity": ""},
  {"title": "MKO Key Holder Wall Mount, Key Holder Wall Mount Adhesive with Mail Organizer Tray with 6 Key Hooks for Wall, Black", "asin": "B08ZN9LGYW", "price": "$8.89", "quantity": ""},
  {"title": "2 Pack Key Holder for Wall, Key Hooks with 8 Hooks, No Drilling Required, Self-Adhesive Key Holder, Hallway Wall Mount Keychain, Key Holder Wall Mount for Corridor, Living Room (Grey)", "asin": "B0D1V6BVS6", "price": "$12.59", "quantity": ""},
  {"title": "10 Pack Coat Hooks Wall Hooks for Hanging, Heavy Duty Double Prong Metal Hook Wall Mounted for Living Room, Bathroom, Kitchen, Bedroom for Coat, Bag, Scarf, Towel, Hat, Key, Cup (Black)", "asin": "B09YCX66WJ", "price": "$8.49", "quantity": ""},
  {"title": "Wood Key Holder Wall Mount, Mail and Key Organizer with Small Tray, 7 Hooks Key Racks for Entryway, Bedroom, Home, Office (Black)", "asin": "B0DS9H8QQ1", "price": "$18.99", "quantity": ""}],
  "ads": [{"title": "Suzurana 2 Pack Wall Mount Key Holder, Key Hanger Wall Mount with 8 Hooks, Adhesive Key Holder for Wall, No-Drill Decorative Black Key Rack for Living Room, Kitchen, or Bathroom", "asin": "B0CZ7WLTF5"},
  {"title": "Suzurana 2 Pack Wall Mount Key Holder, Key Hanger Wall Mount with 8 Hooks, Adhesive Key Holder for Wall, No-Drill Decorative White Key Rack for Living Room, Kitchen, or Bathroom", "asin": "B0CZ7X8JMH"},
  {"title": "Suzurana 2 Pack Key Holder for Wall,Key Hooks with 10 Hooks,Key Holder Wall Mount Self Adhesive, Key Rack for Wall No Drill for Living Room, Kitchen, Bathroom, Garage (Black)", "asin": "B0DP4JTFTY"}],
  "search_results": [{"title": "VIS'V Key Holder Wall Mount, Compact Adhesive Key Rack with Tray, 6 Hooks, 2 Mount Options, Black", "asin": "B0C48V1LNV", "price": "$9.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "MKO Key Holder Wall Mount, Key Holder Wall Mount Adhesive with Mail Organizer Tray with 6 Key Hooks for Wall, Black", "asin": "B08ZN9LGYW", "price": "$8.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key and Mail Holder For Wall, Mail Organizer Wall Mount with 6 Hooks and Storage Drawer, Easy Installation Key Rack for Entryway and Home Decor (A-White)", "asin": "B0B715XDG1", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall, Decorative Key and Mail Holder with Shelf Has Large Hooks for Bags, Coats, Umbrella \u2013 Paulownia Wood Key Hanger with Mounting Hardware (9.8\u201dW x 6.7\u201dH x 4.2\u201dD)", "asin": "B09ZRT5QPG", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "pickpiff 1 Pack Key Holder for Wall Adhesive, Key Hooks with 8 Hooks Wall Mounted, Black Key Hangers for Wall Decor No Drill for Living Room, Kitchen, Office", "asin": "B0CHFB7NPH", "price": "$7.99", "delivery": "FREE delivery Sun, Apr 13"},
  {"title": "24 Pack Heavy Duty Self Adhesive Hooks - 33lb Max, Transparent, Waterproof, Sticky Wall Hooks for Keys, Bathroom, Shower, Outdoor, Kitchen, Door, Home Improvement, Utility", "asin": "B07KFDML8G", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall, Decorative Key and Mail Holder with Shelf Has Large Hooks for Bags, Coats, Umbrella \u2013 Paulownia Wood Key Hanger with Mounting Hardware (9.8\u201dW x 6.7\u201dH x 4.2\u201dD)", "asin": "B09ZRT5QPG", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "MKO Key Holder Wall Mount, Key Holder Wall Mount Adhesive with Mail Organizer Tray with 6 Key Hooks for Wall, Black", "asin": "B08ZN9LGYW", "price": "$8.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key and Mail Holder For Wall, Mail Organizer Wall Mount with 6 Hooks and Storage Drawer, Easy Installation Key Rack for Entryway and Home Decor (A-White)", "asin": "B0B715XDG1", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount - Decorative Key Rack and Mail Organizer with 6 Key Hooks - Wooden Key Hanger with Shelf for Living Room Decor - Rustic Farmhouse Home Entryway Aesthetic Essentials", "asin": "B0CPF21VBF", "price": "$12.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "WIPHANY Key Holder Hooks Organizer Hanger Rack Wall Mounted with Screws and Anchors Home Sweet Home Wall Metal Decor for Entryway Front Door Kitchen Hallway Garage Mudroom Office 9.8inches/25cm", "asin": "B0B3WQGVPW", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount, Metal Key Hooks Organizer Rack | Metal Key Organizer Wall Decorative with 7 Hooks for Entryway, Front Door, Hallway, Office (12 Inches)", "asin": "B0CGLYSFSZ", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "2 Pack Key Holder for Wall, Key Hooks with 8 Hooks, No Drilling Required, Self-Adhesive Key Holder, Hallway Wall Mount Keychain, Key Holder Wall Mount for Corridor, Living Room (Grey)", "asin": "B0D1V6BVS6", "price": "$12.59", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "VIS'V Key Holder Wall Mount, Large Metal Self Adhesive Key Hanger with 4 Hooks, Extra Adhesive Strip, Black", "asin": "B0BXL2RBJ1", "price": "$11.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "VIS'V Key Holder Wall Mount, Small Metal Self Adhesive Key Hanger with 3 Hooks, Extra Adhesive Strip, Black", "asin": "B0BXL131M3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "2 Pack Key Holder for Wall, Key Hooks with 8 Hooks, No Drilling Required, Self-Adhesive Key Holder, Hallway Wall Mount Keychain, Key Holder Wall Mount for Corridor, Living Room (Grey)", "asin": "B0D1V6BVS6", "price": "$12.59", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall with 2 Self-Adhesive Tapes, No Damage Key Holder Rack for Wall with 3 Key Hooks for Entryway, Door, Bathroom, Kitchen(Black)", "asin": "B0B7RRGJCM", "price": "$9.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Decorative Key Holder for Wall with Shelf, Entryway Shelf with Hooks Holds Leashes, Jackets and Glasses \u2013 Sturdy Wood Keyholder Entrance Hanger with Mounting Hardware (Black)", "asin": "B096BJMR9W", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall: Easy Installation Mail Organizer Wall Mount Hanging Key Rack for Kitchen and Entryway Decor with 5 Sturdy Key Hooks (White)", "asin": "B09K5CL8B4", "price": "$11.98", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Picowe Key Holder for Wall Decorative, Adhesive Stainless Steel Key Hooks, Key Hanger Key Organizer for Wall, Towel Hook Coat Hanger for Entryway Hallway Kitchen(Four Rows,Black 1PCS)", "asin": "B0BWJ3VV4Y", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Metal Key Holder, Wall Mounted Key Hooks, Key Holder for Wall, Key Organizer Rack with 7 Hooks, Key Hanger Decor for Kitchen, Entryway, Hallway, Bedroom, Doorway (Mountain 12IN)", "asin": "B0CZNM37TC", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Mail Organizer for Wall Mount \u2013 Key Holder with Shelf Includes Letter Holder and Hooks for Coats, Dog Leashes \u2013 Rustic Wood with Flush Mounting Hardware (16.5\u201d x 8.7\u201d x 3.5\u201d)", "asin": "B096BLP9T9", "price": "$24.97", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "RELBRO Key Holder Wall Mount, Black Large Hanger Self Adhesive Rail With 4 Hooks, Metal Rack Organizer for Doorway Entryway Hallway Camper RV, 2 Installation Options", "asin": "B0CQCJ8Y4P", "price": "$11.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall - Key Rack with 5 Key Hooks, 11.02\" L\u00d72.75\" W\u00d74.92\" H, Key and Mail Organizer Wall Mount with Mesh Basket, Key Hanger for Wall, Entryway, Home Decor(Matte Black)", "asin": "B0C2XR9XCJ", "price": "$9.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "VIS'V Key Holder Wall Mount, Compact Adhesive Key Rack with Tray, 6 Hooks, 2 Mount Options, Black", "asin": "B0C48V1LNV", "price": "$9.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall, Mail Organizer Wall Mount with Key Hooks and Wallet Holder, Sunglasses Storage and Dog Leash Hanger, Decorative with 4 Double Hooks and Chalkboard", "asin": "B0BKSP4QPV", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "VIS'V Key Holder Wall Mount, Small Metal Self Adhesive Key Hanger with 3 Hooks, Extra Adhesive Strip, Black", "asin": "B0BXL131M3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Hooks, Key Hooks for Wall Mounted with 12 Hooks, for Entryway, Bathroom, Hallway and Kitchen\uff08Brown Color\uff09\uff081PACK", "asin": "B0D3DWN1YR", "price": "$6.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder (3 Hooks) - Sturdy Self Adhesive Stainless Steel, Matte Black, Wall Mount, Damage Free, Extra Thick, for Keys and Masks, Entryway, Hallway", "asin": "B08DKPF5BF", "price": "$14.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Franklin Brass Key Tidy (1-Pack) Pure White Holder 7' Wall Mount Small Item Rack 4 Hooks for Wall, Hallway, Entry Keychain Rail Organizer B46711K-PMN-R", "asin": "B0CH8TFCVL", "price": "$7.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "buways Key and Mail Holder Wall-Mounted,Wooden Key Rack Hanger Holder for Wall with 4 Double Key Hooks, Rustic Wall Home Decor for Entryway Living Room (Gray)", "asin": "B09655WN2V", "price": "$14.24", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount Farmhouse Key Hooks for Wall with Mail Organizer Decorative Key Rack with 4 Sturdy Hooks for Dog Leash, Sunglasses, Rustic, Paulownia Key Hanger for Entryway, Brown", "asin": "B0DLTZTRR3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "GTK Key Holder for Wall, Key Hooks with 10 Hooks, Wall Mounted Key Holder for Hallway, Self Adhesive Key Rack(Black)", "asin": "B0CNRYHZCC", "price": "$8.47", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Franklin Brass Key Tidy (1-Pack) Black Key Holder 14\" Wall Mount Key Rack 7 Key Hooks for Wall, Hallway, Entry Small Keychain Rail Organizer FBKEYT7-BSE-R", "asin": "B01M046CWA", "price": "$12.86", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "HappyHapi Key Holder for Wall Decorative, Entryway Key Hooks, Wall Mounted Key Rack with 5 Hooks, Metal Wire Mesh Basket Mail Holder, 9.8\u201dLx2.1\u201dWx4.1\u201dH", "asin": "B0B9B23JZZ", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Rustic Key Holder for Wall, Farmhouse Wall Shelf with 4 Hooks, Wall Mounted Key Racks, Wooden Mail Organizer with Hooks for Entryway (Brown)", "asin": "B0B697ZZKR", "price": "$9.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Mini Keys Please Holder on Wall,Small Key Holder Wall Mounted,Black Metal Decorative Key Rack Hooks for Garage,Mudroom,Hallway,Entryway,Front Door,Office(Mini Size:7.28 x 2.95 inch)", "asin": "B0D25XD4R4", "price": "$6.86", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall Decorative with Shelf and Hooks, Mail Organizer Wall Mount with Sunglasses Holder, Circular Design Entryway Key Rack Hanger, Rustic Home Decor Boho Wall Decor (White)", "asin": "B0C8CF547G", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Uniclife 28 Position Key Cabinet with Combination Lock Resettable Black Digital Security Storage Box Steel Key Organizer with Colorful Key Tag Labels Stickers and Hooks", "asin": "B07T25PYS2", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Dahey Key Holder Wall Mount Mail Organizer with 4 Double Hooks for Wall Key Rack with Wooden Mail Holder Key Hanger with Floating Shelf for Entryway Mudroom Living Room Kitchen Rustic Home Decor,Brown", "asin": "B07SYNVVQN", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Yamazaki Home Magnetic Key Rack with Tray Steel One Size Black", "asin": "B0154HA59E", "price": "$26.00", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Command Key Rail, Holds up to 2 lb, 8-inch Rail with 4 Key Hooks and 6 Command Strips, Quartz, Removable Key Hooks for Entryway or Hallway, Hang Keys, Hats, Dog Leashes, and Accessories", "asin": "B00OILM0FU", "price": "$11.68", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Wall Mounted Rustic Key Holder (Vintage Cast Iron)", "asin": "B07H3FR5FY", "price": "$15.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "HappyHapi Metal Key Hanger Wall Mount, Key Holder Wall Mounted Key Hooks Organizer Key Hanger Rack Wall Mounted for Home, Entryway, Hallway, Office, Matte Black,11.4''4.9''0.6''", "asin": "B09FL2W5S6", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "32 Key Cabinet Organizer, Lock Box, Security Storage for Valets, Hotels, Car and House Keys, Key Keeper Box - Black", "asin": "B0BDZKMHD5", "price": "$39.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall - Mail Holder Organizer Wall Mount with Shelf - Hanging Key Rack Hanger with Hooks Decorative for Home Coat Letter Dog Leash Entryway Living Room Decor", "asin": "B0BHLGQJJT", "price": "$24.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "iDesign York Adhesive Backed Key Holder for Wall, 1.5\" x 7\" x 5.5\", Brushed Stainless Steel", "asin": "B003O3I9JO", "price": "$9.64", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Mail Organizer for Wall Mount \u2013 Key Holder with Shelf Includes Letter Holder and Hooks for Hallway Farmhouse Decor \u2013 Rustic Wood with Flush Mounting Hardware (16.5\u201d x 9.1\u201d x 3.4\u201d) (White)", "asin": "B0BBM3ZJ4F", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "KYODOLED Locking Key Cabinet, 40 Key Storage Lock Box with Code, Key Box Wall Mount with Combination Lock, Key Hooks & Tags Key Labels, 2.5\" D x 8\" W x 12\" H (Black,40 Key)", "asin": "B07X37W4YG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "JUGREAT 80 Keys Cabinet with Sensor Light,Electronic Key Safe,Pin Code Keyless Storage Box for Keys,Secure Wall Mount Safe with 80 Key Tags", "asin": "B07Z3YQBH1", "price": "$75.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Key Holder for Wall \u2013 Decorative Wooden Mail Holder and Key Shelf with Mounting Hardware, Installation Guide \u2013 Paulownia Wood with 5 Metal Key Hooks (11.8\u201d x 6.7\u201d x 2.8\u201d)", "asin": "B0D66LH82R", "price": "$18.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Home Basics Wall-Mounted Key Hanger for Wall (White) Includes 4 Key Hooks | MDF and Steel Key Rack Organizer | Key Rack for Mail, House, and Car Keys", "asin": "B07VQVWJBV", "price": "$12.55", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount, Metal Key Hooks Organizer Rack | Metal Key Organizer Wall Decorative with 7 Hooks for Entryway, Front Door, Hallway, Office (12 Inches)", "asin": "B0CGLYSFSZ", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "OurWarm Wall Mounted Key Holder/Hangers for Wall Decorative with 5 Key Hooks, Wooden Mail Rack Organizer with Shelf, Rustic Home Decor for Entryway Mudroom Hallway Office, Brown", "asin": "B08SJ5CHT9", "price": "$19.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder, Steel Wall Mount Key Rack with 6 Hooks & Shelf, Lightweight, Rust Resistant, Adjustable Easy Install, for Bedroom, Kitchen, Garage, Entryway, Offices, Bathroom, Living Room", "asin": "B0CTMK2QLQ", "price": "$5.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "niffgaff Black Key Holder for Wall, Self Adhesive Key Rack, Key Hooks for Wall Decorative, New Type Key Hangers for Wall Decor, Stainless Key Hooks Mail Holder", "asin": "B0CNJWJXYY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder (3 Hooks) - Sturdy Self Adhesive Stainless Steel, Matte Black, Wall Mount, Damage Free, Extra Thick, for Keys and Masks, Entryway, Hallway", "asin": "B08DKPF5BF", "price": "$14.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "pickpiff Door Hook, Extra Sticky 10LB (Max), Stainless Holder for Hanging Towel, Coat, Cloth, Purse, Hat, Key, Black Wall Mounted Self-Adhesive Hanger for Shower Kitchen Bathroom Heavy Duty", "asin": "B0BNL5MBMY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount, Black Metal Key Hanger Adhesive Key Rack Organizer with 6 Double Key Hooks Wall Decorative for Entryway Doorway Hallway 2 Installation Methods", "asin": "B0BVLGPW9T", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount, White Wooden Mail Key Organizer with Drawer Key Mail Holder Adhesive Key Rack with Shelf 8 Key Hooks for Entryway Doorway Hallway 2 Installation Methods", "asin": "B0CF9HCXM7", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "AdirOffice Steel Combination Lock Keys Cabinet Security Storage Box Organizer Holder Locked Key Box Wall Mount 30 Slots", "asin": "B0777VBKYX", "price": "$27.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount for Hallway, Key Organizer Rack with 7 Hooks, Key Hanger with Mounting Hardware (Welcome, 10 INCH)", "asin": "B0DK6LDHQ9", "price": "$5.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder Wall Mount - Mail Organizer Wall Mount with 6 Key Hooks and Storage Box for Sunglasses Storage and Dog Leash Holder Home Decor Rack Apartment Essentials Farmhouse Shelf Entryway Organizer", "asin": "B0DB53WY4H", "price": "$23.69", "delivery": "FREE delivery Sun, Apr 13"}]
  <|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": "2025-04-11T05:07:11.914Z", // 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": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
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  {"title": "WIPHANY Key Holder Hooks Organizer Hanger Rack Wall Mounted with Screws and Anchors Home Sweet Home Wall Metal Decor for Entryway Front Door Kitchen Hallway Garage Mudroom Office 9.8inches/25cm", "asin": "B0B3WQGVPW", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount, Metal Key Hooks Organizer Rack | Metal Key Organizer Wall Decorative with 7 Hooks for Entryway, Front Door, Hallway, Office (12 Inches)", "asin": "B0CGLYSFSZ", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "VIS'V Key Holder Wall Mount, Large Metal Self Adhesive Key Hanger with 4 Hooks, Extra Adhesive Strip, Black", "asin": "B0BXL2RBJ1", "price": "$11.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "VIS'V Key Holder Wall Mount, Small Metal Self Adhesive Key Hanger with 3 Hooks, Extra Adhesive Strip, Black", "asin": "B0BXL131M3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "2 Pack Key Holder for Wall, Key Hooks with 8 Hooks, No Drilling Required, Self-Adhesive Key Holder, Hallway Wall Mount Keychain, Key Holder Wall Mount for Corridor, Living Room (Grey)", "asin": "B0D1V6BVS6", "price": "$12.59", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall with 2 Self-Adhesive Tapes, No Damage Key Holder Rack for Wall with 3 Key Hooks for Entryway, Door, Bathroom, Kitchen(Black)", "asin": "B0B7RRGJCM", "price": "$9.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Decorative Key Holder for Wall with Shelf, Entryway Shelf with Hooks Holds Leashes, Jackets and Glasses \u2013 Sturdy Wood Keyholder Entrance Hanger with Mounting Hardware (Black)", "asin": "B096BJMR9W", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Picowe Key Holder for Wall Decorative, Adhesive Stainless Steel Key Hooks, Key Hanger Key Organizer for Wall, Towel Hook Coat Hanger for Entryway Hallway Kitchen(Four Rows,Black 1PCS)", "asin": "B0BWJ3VV4Y", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Mail Organizer for Wall Mount \u2013 Key Holder with Shelf Includes Letter Holder and Hooks for Coats, Dog Leashes \u2013 Rustic Wood with Flush Mounting Hardware (16.5\u201d x 8.7\u201d x 3.5\u201d)", "asin": "B096BLP9T9", "price": "$24.97", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "RELBRO Key Holder Wall Mount, Black Large Hanger Self Adhesive Rail With 4 Hooks, Metal Rack Organizer for Doorway Entryway Hallway Camper RV, 2 Installation Options", "asin": "B0CQCJ8Y4P", "price": "$11.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall - Key Rack with 5 Key Hooks, 11.02\" L\u00d72.75\" W\u00d74.92\" H, Key and Mail Organizer Wall Mount with Mesh Basket, Key Hanger for Wall, Entryway, Home Decor(Matte Black)", "asin": "B0C2XR9XCJ", "price": "$9.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "VIS'V Key Holder Wall Mount, Compact Adhesive Key Rack with Tray, 6 Hooks, 2 Mount Options, Black", "asin": "B0C48V1LNV", "price": "$9.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall, Mail Organizer Wall Mount with Key Hooks and Wallet Holder, Sunglasses Storage and Dog Leash Hanger, Decorative with 4 Double Hooks and Chalkboard", "asin": "B0BKSP4QPV", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "VIS'V Key Holder Wall Mount, Small Metal Self Adhesive Key Hanger with 3 Hooks, Extra Adhesive Strip, Black", "asin": "B0BXL131M3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Hooks, Key Hooks for Wall Mounted with 12 Hooks, for Entryway, Bathroom, Hallway and Kitchen\uff08Brown Color\uff09\uff081PACK", "asin": "B0D3DWN1YR", "price": "$6.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder (3 Hooks) - Sturdy Self Adhesive Stainless Steel, Matte Black, Wall Mount, Damage Free, Extra Thick, for Keys and Masks, Entryway, Hallway", "asin": "B08DKPF5BF", "price": "$14.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Franklin Brass Key Tidy (1-Pack) Pure White Holder 7' Wall Mount Small Item Rack 4 Hooks for Wall, Hallway, Entry Keychain Rail Organizer B46711K-PMN-R", "asin": "B0CH8TFCVL", "price": "$7.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "buways Key and Mail Holder Wall-Mounted,Wooden Key Rack Hanger Holder for Wall with 4 Double Key Hooks, Rustic Wall Home Decor for Entryway Living Room (Gray)", "asin": "B09655WN2V", "price": "$14.24", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount Farmhouse Key Hooks for Wall with Mail Organizer Decorative Key Rack with 4 Sturdy Hooks for Dog Leash, Sunglasses, Rustic, Paulownia Key Hanger for Entryway, Brown", "asin": "B0DLTZTRR3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "GTK Key Holder for Wall, Key Hooks with 10 Hooks, Wall Mounted Key Holder for Hallway, Self Adhesive Key Rack(Black)", "asin": "B0CNRYHZCC", "price": "$8.47", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Franklin Brass Key Tidy (1-Pack) Black Key Holder 14\" Wall Mount Key Rack 7 Key Hooks for Wall, Hallway, Entry Small Keychain Rail Organizer FBKEYT7-BSE-R", "asin": "B01M046CWA", "price": "$12.86", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "HappyHapi Key Holder for Wall Decorative, Entryway Key Hooks, Wall Mounted Key Rack with 5 Hooks, Metal Wire Mesh Basket Mail Holder, 9.8\u201dLx2.1\u201dWx4.1\u201dH", "asin": "B0B9B23JZZ", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Rustic Key Holder for Wall, Farmhouse Wall Shelf with 4 Hooks, Wall Mounted Key Racks, Wooden Mail Organizer with Hooks for Entryway (Brown)", "asin": "B0B697ZZKR", "price": "$9.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Mini Keys Please Holder on Wall,Small Key Holder Wall Mounted,Black Metal Decorative Key Rack Hooks for Garage,Mudroom,Hallway,Entryway,Front Door,Office(Mini Size:7.28 x 2.95 inch)", "asin": "B0D25XD4R4", "price": "$6.86", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder for Wall Decorative with Shelf and Hooks, Mail Organizer Wall Mount with Sunglasses Holder, Circular Design Entryway Key Rack Hanger, Rustic Home Decor Boho Wall Decor (White)", "asin": "B0C8CF547G", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Uniclife 28 Position Key Cabinet with Combination Lock Resettable Black Digital Security Storage Box Steel Key Organizer with Colorful Key Tag Labels Stickers and Hooks", "asin": "B07T25PYS2", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Dahey Key Holder Wall Mount Mail Organizer with 4 Double Hooks for Wall Key Rack with Wooden Mail Holder Key Hanger with Floating Shelf for Entryway Mudroom Living Room Kitchen Rustic Home Decor,Brown", "asin": "B07SYNVVQN", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Yamazaki Home Magnetic Key Rack with Tray Steel One Size Black", "asin": "B0154HA59E", "price": "$26.00", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Command Key Rail, Holds up to 2 lb, 8-inch Rail with 4 Key Hooks and 6 Command Strips, Quartz, Removable Key Hooks for Entryway or Hallway, Hang Keys, Hats, Dog Leashes, and Accessories", "asin": "B00OILM0FU", "price": "$11.68", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Wall Mounted Rustic Key Holder (Vintage Cast Iron)", "asin": "B07H3FR5FY", "price": "$15.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "HappyHapi Metal Key Hanger Wall Mount, Key Holder Wall Mounted Key Hooks Organizer Key Hanger Rack Wall Mounted for Home, Entryway, Hallway, Office, Matte Black,11.4''4.9''0.6''", "asin": "B09FL2W5S6", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "32 Key Cabinet Organizer, Lock Box, Security Storage for Valets, Hotels, Car and House Keys, Key Keeper Box - Black", "asin": "B0BDZKMHD5", "price": "$39.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall - Mail Holder Organizer Wall Mount with Shelf - Hanging Key Rack Hanger with Hooks Decorative for Home Coat Letter Dog Leash Entryway Living Room Decor", "asin": "B0BHLGQJJT", "price": "$24.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "iDesign York Adhesive Backed Key Holder for Wall, 1.5\" x 7\" x 5.5\", Brushed Stainless Steel", "asin": "B003O3I9JO", "price": "$9.64", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Mail Organizer for Wall Mount \u2013 Key Holder with Shelf Includes Letter Holder and Hooks for Hallway Farmhouse Decor \u2013 Rustic Wood with Flush Mounting Hardware (16.5\u201d x 9.1\u201d x 3.4\u201d) (White)", "asin": "B0BBM3ZJ4F", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "KYODOLED Locking Key Cabinet, 40 Key Storage Lock Box with Code, Key Box Wall Mount with Combination Lock, Key Hooks & Tags Key Labels, 2.5\" D x 8\" W x 12\" H (Black,40 Key)", "asin": "B07X37W4YG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "JUGREAT 80 Keys Cabinet with Sensor Light,Electronic Key Safe,Pin Code Keyless Storage Box for Keys,Secure Wall Mount Safe with 80 Key Tags", "asin": "B07Z3YQBH1", "price": "$75.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Key Holder for Wall \u2013 Decorative Wooden Mail Holder and Key Shelf with Mounting Hardware, Installation Guide \u2013 Paulownia Wood with 5 Metal Key Hooks (11.8\u201d x 6.7\u201d x 2.8\u201d)", "asin": "B0D66LH82R", "price": "$18.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Home Basics Wall-Mounted Key Hanger for Wall (White) Includes 4 Key Hooks | MDF and Steel Key Rack Organizer | Key Rack for Mail, House, and Car Keys", "asin": "B07VQVWJBV", "price": "$12.55", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount, Metal Key Hooks Organizer Rack | Metal Key Organizer Wall Decorative with 7 Hooks for Entryway, Front Door, Hallway, Office (12 Inches)", "asin": "B0CGLYSFSZ", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "OurWarm Wall Mounted Key Holder/Hangers for Wall Decorative with 5 Key Hooks, Wooden Mail Rack Organizer with Shelf, Rustic Home Decor for Entryway Mudroom Hallway Office, Brown", "asin": "B08SJ5CHT9", "price": "$19.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder, Steel Wall Mount Key Rack with 6 Hooks & Shelf, Lightweight, Rust Resistant, Adjustable Easy Install, for Bedroom, Kitchen, Garage, Entryway, Offices, Bathroom, Living Room", "asin": "B0CTMK2QLQ", "price": "$5.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "niffgaff Black Key Holder for Wall, Self Adhesive Key Rack, Key Hooks for Wall Decorative, New Type Key Hangers for Wall Decor, Stainless Key Hooks Mail Holder", "asin": "B0CNJWJXYY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder (3 Hooks) - Sturdy Self Adhesive Stainless Steel, Matte Black, Wall Mount, Damage Free, Extra Thick, for Keys and Masks, Entryway, Hallway", "asin": "B08DKPF5BF", "price": "$14.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "pickpiff Door Hook, Extra Sticky 10LB (Max), Stainless Holder for Hanging Towel, Coat, Cloth, Purse, Hat, Key, Black Wall Mounted Self-Adhesive Hanger for Shower Kitchen Bathroom Heavy Duty", "asin": "B0BNL5MBMY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount, Black Metal Key Hanger Adhesive Key Rack Organizer with 6 Double Key Hooks Wall Decorative for Entryway Doorway Hallway 2 Installation Methods", "asin": "B0BVLGPW9T", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount, White Wooden Mail Key Organizer with Drawer Key Mail Holder Adhesive Key Rack with Shelf 8 Key Hooks for Entryway Doorway Hallway 2 Installation Methods", "asin": "B0CF9HCXM7", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "AdirOffice Steel Combination Lock Keys Cabinet Security Storage Box Organizer Holder Locked Key Box Wall Mount 30 Slots", "asin": "B0777VBKYX", "price": "$27.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount for Hallway, Key Organizer Rack with 7 Hooks, Key Hanger with Mounting Hardware (Welcome, 10 INCH)", "asin": "B0DK6LDHQ9", "price": "$5.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder Wall Mount - Mail Organizer Wall Mount with 6 Key Hooks and Storage Box for Sunglasses Storage and Dog Leash Holder Home Decor Rack Apartment Essentials Farmhouse Shelf Entryway Organizer", "asin": "B0DB53WY4H", "price": "$23.69", "delivery": "FREE delivery Sun, Apr 13"}]
  <|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": "2025-04-11T05:07:11.914Z", // 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": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  {"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:21.608Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:25.275Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:26.191Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:28.350Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:29.933Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:30.443Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:31.927Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:33.683Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:34.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:35.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:23:18.610Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:23:28.599Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:26:56.211Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:29:21.488Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:14.523Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:33.446Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:35:48.474Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:35:56.742Z", "action": "click", "action_argument": "review"}
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  {"title": "WIPHANY Key Holder Hooks Organizer Hanger Rack Wall Mounted with Screws and Anchors Home Sweet Home Wall Metal Decor for Entryway Front Door Kitchen Hallway Garage Mudroom Office 9.8inches/25cm", "asin": "B0B3WQGVPW", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Picowe Key Holder for Wall Decorative, Adhesive Stainless Steel Key Hooks, Key Hanger Key Organizer for Wall, Towel Hook Coat Hanger for Entryway Hallway Kitchen(Four Rows,Black 1PCS)", "asin": "B0BWJ3VV4Y", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Mail Organizer for Wall Mount \u2013 Key Holder with Shelf Includes Letter Holder and Hooks for Coats, Dog Leashes \u2013 Rustic Wood with Flush Mounting Hardware (16.5\u201d x 8.7\u201d x 3.5\u201d)", "asin": "B096BLP9T9", "price": "$24.97", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "RELBRO Key Holder Wall Mount, Black Large Hanger Self Adhesive Rail With 4 Hooks, Metal Rack Organizer for Doorway Entryway Hallway Camper RV, 2 Installation Options", "asin": "B0CQCJ8Y4P", "price": "$11.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall - Key Rack with 5 Key Hooks, 11.02\" L\u00d72.75\" W\u00d74.92\" H, Key and Mail Organizer Wall Mount with Mesh Basket, Key Hanger for Wall, Entryway, Home Decor(Matte Black)", "asin": "B0C2XR9XCJ", "price": "$9.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Key Holder for Wall, Mail Organizer Wall Mount with Key Hooks and Wallet Holder, Sunglasses Storage and Dog Leash Hanger, Decorative with 4 Double Hooks and Chalkboard", "asin": "B0BKSP4QPV", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
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  {"title": "Key Hooks, Key Hooks for Wall Mounted with 12 Hooks, for Entryway, Bathroom, Hallway and Kitchen\uff08Brown Color\uff09\uff081PACK", "asin": "B0D3DWN1YR", "price": "$6.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
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  {"title": "Franklin Brass Key Tidy (1-Pack) Pure White Holder 7' Wall Mount Small Item Rack 4 Hooks for Wall, Hallway, Entry Keychain Rail Organizer B46711K-PMN-R", "asin": "B0CH8TFCVL", "price": "$7.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "HappyHapi Key Holder for Wall Decorative, Entryway Key Hooks, Wall Mounted Key Rack with 5 Hooks, Metal Wire Mesh Basket Mail Holder, 9.8\u201dLx2.1\u201dWx4.1\u201dH", "asin": "B0B9B23JZZ", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Mini Keys Please Holder on Wall,Small Key Holder Wall Mounted,Black Metal Decorative Key Rack Hooks for Garage,Mudroom,Hallway,Entryway,Front Door,Office(Mini Size:7.28 x 2.95 inch)", "asin": "B0D25XD4R4", "price": "$6.86", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Uniclife 28 Position Key Cabinet with Combination Lock Resettable Black Digital Security Storage Box Steel Key Organizer with Colorful Key Tag Labels Stickers and Hooks", "asin": "B07T25PYS2", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Dahey Key Holder Wall Mount Mail Organizer with 4 Double Hooks for Wall Key Rack with Wooden Mail Holder Key Hanger with Floating Shelf for Entryway Mudroom Living Room Kitchen Rustic Home Decor,Brown", "asin": "B07SYNVVQN", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Command Key Rail, Holds up to 2 lb, 8-inch Rail with 4 Key Hooks and 6 Command Strips, Quartz, Removable Key Hooks for Entryway or Hallway, Hang Keys, Hats, Dog Leashes, and Accessories", "asin": "B00OILM0FU", "price": "$11.68", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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  {"title": "Key Holder for Wall - Mail Holder Organizer Wall Mount with Shelf - Hanging Key Rack Hanger with Hooks Decorative for Home Coat Letter Dog Leash Entryway Living Room Decor", "asin": "B0BHLGQJJT", "price": "$24.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
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  {"title": "KYODOLED Locking Key Cabinet, 40 Key Storage Lock Box with Code, Key Box Wall Mount with Combination Lock, Key Hooks & Tags Key Labels, 2.5\" D x 8\" W x 12\" H (Black,40 Key)", "asin": "B07X37W4YG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "JUGREAT 80 Keys Cabinet with Sensor Light,Electronic Key Safe,Pin Code Keyless Storage Box for Keys,Secure Wall Mount Safe with 80 Key Tags", "asin": "B07Z3YQBH1", "price": "$75.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Key Holder for Wall \u2013 Decorative Wooden Mail Holder and Key Shelf with Mounting Hardware, Installation Guide \u2013 Paulownia Wood with 5 Metal Key Hooks (11.8\u201d x 6.7\u201d x 2.8\u201d)", "asin": "B0D66LH82R", "price": "$18.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Home Basics Wall-Mounted Key Hanger for Wall (White) Includes 4 Key Hooks | MDF and Steel Key Rack Organizer | Key Rack for Mail, House, and Car Keys", "asin": "B07VQVWJBV", "price": "$12.55", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount, Metal Key Hooks Organizer Rack | Metal Key Organizer Wall Decorative with 7 Hooks for Entryway, Front Door, Hallway, Office (12 Inches)", "asin": "B0CGLYSFSZ", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "OurWarm Wall Mounted Key Holder/Hangers for Wall Decorative with 5 Key Hooks, Wooden Mail Rack Organizer with Shelf, Rustic Home Decor for Entryway Mudroom Hallway Office, Brown", "asin": "B08SJ5CHT9", "price": "$19.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder, Steel Wall Mount Key Rack with 6 Hooks & Shelf, Lightweight, Rust Resistant, Adjustable Easy Install, for Bedroom, Kitchen, Garage, Entryway, Offices, Bathroom, Living Room", "asin": "B0CTMK2QLQ", "price": "$5.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "niffgaff Black Key Holder for Wall, Self Adhesive Key Rack, Key Hooks for Wall Decorative, New Type Key Hangers for Wall Decor, Stainless Key Hooks Mail Holder", "asin": "B0CNJWJXYY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder (3 Hooks) - Sturdy Self Adhesive Stainless Steel, Matte Black, Wall Mount, Damage Free, Extra Thick, for Keys and Masks, Entryway, Hallway", "asin": "B08DKPF5BF", "price": "$14.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "pickpiff Door Hook, Extra Sticky 10LB (Max), Stainless Holder for Hanging Towel, Coat, Cloth, Purse, Hat, Key, Black Wall Mounted Self-Adhesive Hanger for Shower Kitchen Bathroom Heavy Duty", "asin": "B0BNL5MBMY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount, Black Metal Key Hanger Adhesive Key Rack Organizer with 6 Double Key Hooks Wall Decorative for Entryway Doorway Hallway 2 Installation Methods", "asin": "B0BVLGPW9T", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Key Holder Wall Mount, White Wooden Mail Key Organizer with Drawer Key Mail Holder Adhesive Key Rack with Shelf 8 Key Hooks for Entryway Doorway Hallway 2 Installation Methods", "asin": "B0CF9HCXM7", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "AdirOffice Steel Combination Lock Keys Cabinet Security Storage Box Organizer Holder Locked Key Box Wall Mount 30 Slots", "asin": "B0777VBKYX", "price": "$27.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder for Wall, Key Holder Wall Mount for Hallway, Key Organizer Rack with 7 Hooks, Key Hanger with Mounting Hardware (Welcome, 10 INCH)", "asin": "B0DK6LDHQ9", "price": "$5.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"},
  {"title": "Key Holder Wall Mount - Mail Organizer Wall Mount with 6 Key Hooks and Storage Box for Sunglasses Storage and Dog Leash Holder Home Decor Rack Apartment Essentials Farmhouse Shelf Entryway Organizer", "asin": "B0DB53WY4H", "price": "$23.69", "delivery": "FREE delivery Sun, Apr 13"}]
  <|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": "2025-04-11T05:07:11.914Z", // 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>
  