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": "2025-04-10T19:34:50.830Z", "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"}
  {"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"}
  {"timestamp": "2025-04-11T05:07:11.914Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
  {"timestamp": "2025-04-14T05:10:37.621Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:47.506Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:55.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:12:42.134Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:42.825Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:50.063Z", "action": "input", "action_argument": "vga to "}
  {"timestamp": "2025-04-14T05:12:50.144Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:14:43.724Z", "action": "click_product", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:16:22.264Z", "action": "purchase", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:20:35.488Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:20:59.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:22:42.859Z", "action": "input", "action_argument": "box"}
  {"timestamp": "2025-04-14T05:22:43.028Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:22:48.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:00.596Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:23:00.700Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:23:45.573Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:45.735Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:49.564Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:24:29.980Z", "action": "click_product", "action_argument": "B07RCNB2L3"}
  {"timestamp": "2025-04-14T05:25:20.526Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T05:26:04.314Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:26:05.596Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:25.871Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:26.495Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:07.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:08.794Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:10.730Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:11.833Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:13.107Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:23.848Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:24.478Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.152Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:29.422Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.064Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.066Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.714Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:32.270Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:33.410Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:52.700Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
  {"timestamp": "2025-04-14T06:16:38.110Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
  {"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
  {"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:48:09.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
  {"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  <|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": "obsester backpack"}],
  "cart_items": [{"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.54", "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": "$321.16", "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": "Spalding Basketball Backpack - Black Sports Bag with Ball & Shoe Compartment, Basketball Accessories Bag", "asin": "B0DP7W9TBP", "price": "$36.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "17.3 Inch Travel Laptop Backpack with Shoe Compartment,50L Carry on Flight Approved Backpacks Multiple Compartments,Water Resistant Anti Theft Bag with USB Charging Port,for Men Women", "asin": "B0DKNB8QWZ", "price": "$52.99", "quantity": ""},
  {"title": "Gym Backpack for Men Women with Shoe Compartment,17,3 Inch Bookbag for Boys with USB Port for Workout College Sport", "asin": "B0CYGKBDFD", "price": "$32.99", "quantity": ""},
  {"title": "Gym Duffle Bag Backpack 4-Way Vintage canvas with Shoes Compartment for travel Sport Hiking laptop (Vintage black)", "asin": "B0BN3KTD61", "price": "$43.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Tolaccea Carry on Travel Backpack, TSA Friendly Flight Approved Laptop Backpack Duffle Bag for Men Women with Dual Laptop Storage for 17.3\", USB Charging Port, Business Rucksack 40L-50L Expandable", "asin": "B0DRNSM6RF", "price": "$80.99", "quantity": ""},
  {"title": "Spalding Basketball Backpack - Black Sports Bag with Ball & Shoe Compartment, Basketball Accessories Bag", "asin": "B0DP7W9TBP", "price": "$36.99", "quantity": ""},
  {"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men", "asin": "B0C5SQGXH2", "price": "$24.69", "quantity": ""},
  {"title": "tomtoc Travel Backpack 40L, TSA Friendly Flight Approved Carry-on Luggage Hand Water-resistant Lightweight Business Rucksack, Durable Large Weekender Bag Daypack Fits 17.3 Inch Laptop, PFAS Free", "asin": "B097P4JVP7", "price": "$86.99", "quantity": ""}],
  "ads": [{"title": "Uselike Gym Backpack for Women Small Gym bag with Expandable Shoe Compartment Waterproof Travel Backpack 26L", "asin": "B0CHYVVJ64"},
  {"title": "Uselike Gym Backpack for Women Small Gym bag with Expandable Shoe Compartment Waterproof Travel Backpack 26L", "asin": "B0CHYTJ95H"},
  {"title": "Uselike Gym Backpack for Women Small Gym bag with Expandable Shoe Compartment Waterproof Travel Backpack 26L", "asin": "B0CHYW8M3Q"}],
  "search_results": [{"title": "Goloni Youth Soccer Bag,Basketball Bag with Ball Compartment & Shoe Compartment,Backpack for Football Volleyball Basketball", "asin": "B0BK3K213H", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "seyfocnia Gym Backpack for Men,Waterproof Backpack With Shoe Compartment Lightweight Travel Backpack Sports Backpack Casual Daypack Backpack-Black", "asin": "B0DKF8J58N", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Tolaccea Carry on Travel Backpack, TSA Friendly Flight Approved Laptop Backpack Duffle Bag for Men Women with Dual Laptop Storage for 17.3\", USB Charging Port, Business Rucksack 40L-50L Expandable", "asin": "B0DRNSM6RF", "price": "$80.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Ytonet Gym Backpack For Men Women, Backpack for Men with Shoe Compartment, Water Resistant Workout Sports Bag with USB Port Fit 15.6 Inch Laptop, Gym, Sports, Camping, Hiking, Grey", "asin": "B09CCXCZ6T", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "coofay Travel Backpack For Women Men Airline Approved Carry On Backpack Flight Approved Waterproof Sports Luggage Backpack Casual Daypack Small Hiking Backpack", "asin": "B0B76G1SZF", "price": "$22.09", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Ytonet Gym Backpack For Men Women, Backpack for Men with Shoe Compartment, Water Resistant Workout Sports Bag with USB Port Fit 15.6 Inch Laptop, Gym, Sports, Camping, Hiking, Grey", "asin": "B09CCXCZ6T", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "BAGSMART 30L Carry On Backpack with Shoe Compartment, Airline Approved Travel Backpack, Lightweight Travel Bag Fits 15.6 Inch Laptop, Water-Resistant, Camel", "asin": "B0DHTWPR77", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Under Armour Unisex Hustle 5.0 Backpack", "asin": "B07YXL9B9V", "price": "$46.91", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "seyfocnia Gym Backpack for Men,Gym Bag with Shoe Compartment Lightweight Travel Workout Sports Backpack with USB Charging Port", "asin": "B0D3TZDB6H", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Taygeer Travel Backpack for Women, Carry On Backpack with USB Charging Port & Shoe Pouch, TSA 15.6inch Laptop Mochila Flight Approved, Nurse Bag Casual Daypack for Weekender Business Hiking, Pink", "asin": "B09MQWWP87", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Spalding Basketball Backpack - Black Sports Bag with Ball & Shoe Compartment, Basketball Accessories Bag", "asin": "B0DP7W9TBP", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Backpack with Shoes Compartment, Travel Laptop Backpack for Men Women, Stylish Workout Sport Bag for Yoga, Casual Weekender Carry On for Flight, College, Outdoor, 17.3 inch Black", "asin": "B0DPHNZY9G", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "SUPACOOL Casual Laptop Backpack for Men and Women, School Backpack for Boys and Girls, College Bookbag, USB Charging Port, Lightweight Back Pack(Black)", "asin": "B09G1TPWBQ", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "seyfocnia Gym Backpack for Men,Waterproof Travel Backpack With Shoe Compartment Lightweight Sports Gym Bag Casual Daypack-Black", "asin": "B0CS393FNC", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "MATEIN Carry on Backpack, Large 40L Flight Approved Travel Backpack with USB Port, TSA Personal Item Travel Bag fits 17\" Laptop, Water Resistant Luggage Overnight Weekender Bag for Men & Women, Black", "asin": "B07NV3VZ76", "price": "$28.89", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Maelstrom Swim Backpack,35L Swimming bag with Separate Shoes Compartment,Swim Gear Bag,Athlete Gym Rucksack for Men and Women", "asin": "B0D2K7SDJG", "price": "$37.39", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Travel Business Laptop Backpack for 18.4in PC with Shoe Compartment USB Charging Port,Sport Gym Bag for College Hiking Camping,Waterproof School Bookbag for Men Women Boys,Black", "asin": "B09PKX15GC", "price": "$49.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "coofay Gym Backpack For Women Waterproof Backpack With Shoe Compartment Lightweight Travel Backpack Sports Backpack Small Gym Bag", "asin": "B09ZRZRGZ3", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Basketball Bag Backpack, Large Capacity Sports Equipment Bags for Basketball, Soccer, and Volleyball.", "asin": "B0DFXSS64J", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "seyfocnia Gym Backpack for Men, Waterproof Sports Backpack With Shoe Compartment Lightweight Workout Trainning Backpack Casual Travel Daypack-Black", "asin": "B0DDKZCKZP", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "17.3 Inch Travel Laptop Backpack with Shoe Compartment,50L Carry on Flight Approved Backpacks Multiple Compartments,Water Resistant Anti Theft Bag with USB Charging Port,for Men Women", "asin": "B0DKNB8QWZ", "price": "$52.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Soccer Backpack Multifunctional Sport Gym Bags with Dry-wet Separate & Shoe Compartment for Basketball Volleyball", "asin": "B0CMQF5J71", "price": "$24.63", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Travel Backpack for Men Women Airline Approved Anti Theft Carry on Backpack with Shoes Compartment USB Charging Port, Waterproof 60L Large Business Hiking Laptop Gym Bag for 17 Inch Laptop", "asin": "B0BKJGXYYN", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Backpack for Women Men Backpack With Shoe Compartment Lightweight Travel Backpacks Sports Back pack For Yoga Fitness Beach Hiking Sports(Blue)", "asin": "B0D9Y53ZG3", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "WOLT Basketball Backpack Large Sports Bag with Separate Ball Holder & Shoes Compartment, Best for Basketball, Soccer,Gym", "asin": "B09Q3K8ZQ8", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men", "asin": "B0C5SPSRNG", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "BROTOU Basketball Bag, Soccer Backpack Volleyball Football Backpack Sports Gym Bag with Shoe&Ball Compartment", "asin": "B09Q1Z6WWM", "price": "$25.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "tomtoc Travel Backpack 40L, TSA Friendly Flight Approved Carry-on Luggage Hand Water-resistant Lightweight Business Rucksack, Durable Large Weekender Bag Daypack Fits 17.3 Inch Laptop, PFAS Free", "asin": "B097P4JVP7", "price": "$86.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Goloni Soccer Backpack,Basketball Backpack with Ball Compartment & Shoe Compartment,Backpack for Basketball,Soccer", "asin": "B0BZTZQKNR", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Under Armour Unisex-Adult Hustle 6.0 Backpack, (002) Black/Black/White, One Size Fits Most", "asin": "B0CHGWX7HG", "price": "$41.25", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Gym Bag for Men and Women Sports Duffle Bag Travel Backpack Weekender Overnight Bag with Shoes Compartment and Wet Pocket Black - MIYCOO", "asin": "B0CQLW19QY", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "MATEIN Travel Laptop Backpack, Business Anti Theft Slim Sturdy Laptops Backpack with USB Charging Port, Water Resistant College School Computer Bag Gift for Men & Women Fits 15.6 Inch Notebook, Grey", "asin": "B06XZTZ7GB", "price": "$21.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Spalding Basketball Backpack - Black Sports Bag with Ball & Shoe Compartment, Basketball Accessories Bag", "asin": "B0DP7W9TBP", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Nike Elite Backpack Black/Anthracite/Metallic Silver One Size, Black/Anthracite/Metallic Silv, One Size", "asin": "B0DP7P3T6D", "price": "$86.50", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "SHRRADOO Extra Large 50L Travel Laptop Backpack with USB Charging Port, College Backpack Airline Approved Business Work Bag Fits 17 Inch Computer for Men Women", "asin": "B07V4R4Z77", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "17.3 Inch Travel Laptop Backpack with Shoe Compartment,50L Carry on Flight Approved Backpacks Multiple Compartments,Water Resistant Anti Theft Bag with USB Charging Port,for Men Women", "asin": "B0DKNB8QWZ", "price": "$52.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "BAGSMART Gym Backpack with Shoes Compartment, Travel Backpack for Men Women, Stylish Workout Sport Bag for Yoga, Casual Weekender Carry On for Flight, College, Outdoor, Black", "asin": "B0D48W1V8M", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "MATEIN Canvas Travel Backpack with Shoe Compartment, Large TSA Friendly Travel Laptop Backpack for 17.3 inch, Vintage Computer Daypack for Men & Women with USB Port, Anti-Theft RFID Pocket, Wet Bag", "asin": "B0DDT817C9", "price": "$39.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Gym Backpack for Women Small Gym bag with Expandable Shoe Compartment Waterproof Travel Backpack 26L", "asin": "B0CHYTLT2K", "price": "$28.78", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Maelstrom Travel Backpack for Women Men,35L Laptop Backpack Fits 17-Inch Laptop,Waterproof Carry On Backpack for Airplanes with Detachable Crossbody Bag&Shoe Compartment,Beige, Large", "asin": "B0CBVJVTLX"},
  {"title": "Under Armour Unisex Hustle 5.0 Team Backpack, (012) Pitch Gray Medium Heather/Black/Black, One Size Fits All", "asin": "B09JNCFV73", "price": "$47.99", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 17 Only 3 left in stock - order soon."},
  {"title": "RAINSMORE Gym Bag for Men, 45L Sports Travel Duffel Bag with Shoe & Laptop Compartment, Gym Workout Backpack Carry On Weekender Bag Overnight Backpack for Travel, Black", "asin": "B0DHZLR39B", "price": "$45.86", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "seyfocnia Gym Backpack for Men,Waterproof Travel Backpack With Shoe Compartment Lightweight Sports Gym Bag Casual Daypack-Black", "asin": "B0CS393FNC", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "LOVEVOOK 40L Travel Backpack for Women & Men, Large Carry on Backpack for Airplanes with 3 Packing Cubes, TSA Personal Item Travel Bag fits 17\" Laptop, Waterproof Weekender Essentials Airline Approved", "asin": "B0CJY9LHK4", "price": "$39.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Bag for Men with Shoes Compartment and Wet Pocket Convertible Duffle Bag and Gym Backpack Waterproof Sports Bags for Men with 2 Bottle Holders Multipurpose Weekender Overnight Bag -Black", "asin": "B0D4VHT5J8", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Backpack for Women Men,17.3 Inch Laptop Backpack with Shoes Compartment,40L Travel Backpack Carry on Flight Approved with Toiletry Bag(Beige)", "asin": "B0D98MQHBH", "price": "$19.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members Only 8 left in stock - order soon."},
  {"title": "Gym Duffle Bag Backpack 4-Way Waterproof with Shoes Compartment for travel Sport Hiking laptop (Black)", "asin": "B0981VP5J4", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Backpack with Shoe Compartment for Men and Women, 17.3 Inch Laptop Travle Backpack with USB Port, Daypack Gym, Sports, Camping, Hiking", "asin": "B0DLT28WPC", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "WONHOX Large Travel Backpack Carry on Flight Approved Laptop Work Business Backpack for Women Men Mochila de Viaje", "asin": "B09YCVFMB1", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "BANGE Men's Anti-Theft Backpack,Waterproof Fashion Travel Backpacks,High Tech Backpack with USB3.0 Charging Port,Business Laptop Backpack Fits 17.3 Inch Notebook\u2026", "asin": "B0CCL43WVJ", "price": "$86.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "ETRONIK Gym Bags for Men Women, Tactical Duffle Bag Backpack with Shoe Compartment, 3 in 1 Carry on Travel Backpack with Wet Pocket, Weekender Overnight Range Bag for Workout Football Gym, Black", "asin": "B0D6XKDXNV", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "LOVEVOOK Travel Backpack for Women Men as Personal Item Flight Approved, 40L Luggage Carry On Backpack,17.3inch Large Daypack Laptop Backpack Waterproof Outdoor Sports with 3 Packing Cubes,Beige-Brown", "asin": "B0C376RMKX", "price": "$34.81", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Maelstrom Travel Backpack for Men Women, 35L Carry on Backpack for Traveling on Airplane,with Belt Bag&Shoe Compartment,Waterproof Laptop Backpack fit 17\u201dLaptop-Pure Black,Large", "asin": "B0D49KRYZT", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Backpack for Women Men with Expandable Shoe Compartment, Mini Foldable Outdoor Weekender Hiking Bag Sports Backpack for Swimming Fitness Yoga Dancing, Blue", "asin": "B0DJNHK3DC", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Black Drawstring Gym Bag for Men, Waterproof Drawstring Backpack for Women, Swim Bag with Shoes Compartment, Pull String Sport Bag for Soccer and Basketball.", "asin": "B0CSCYNHVT", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "BAGSMART Gym Bag for Women & Men, 35L Sports Travel Duffel Bag with Shoe Laptop Compartment\uff0cAnti-Theft Carry On Weekender Bag for Airplane,Workout Overnight Backpack for Travel,Black", "asin": "B0CC9H1MQQ", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Beraliy Travel Backpack for Men Women, Large Carry On Backpack, Personal Item Bag Airline Approved, 17.3 inch Laptop Backpack, Business Work Gym Weekender Bag, Black", "asin": "B0BKZRLKTK", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "MoKo Womens Gym Backpack, Large Travel Backpack with Shoe Compartment Sports Bag with Wet Pockets 15.6 Inch Laptop Backpack Water Resistant Anti Theft Back Pack for Women Gifts, Pink", "asin": "B0BNJ2CM51", "price": "$27.29", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "abshoo Classical Basic Travel Backpack For School Water Resistant Bookbag", "asin": "B07CPW148Z", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Under Armour Unisex-Adult Hustle Sport Backpack , Black (001)/Silver , One Size Fits All", "asin": "B08LMSPP2X", "price": "$33.75", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Nike Elite Hoops Pro Basketball nkBA5554 (One_Size, Black/Metallic Cool Grey)", "asin": "B079ZBFBTM", "price": "$86.97", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "LOVEVOOK Carry on Travel Backpack, 40L Waterproof Large 17inch Laptop Luggage Daypack as Personal Item Flight Approved, Business Weekender Overnight with 3 Packing Cubes, Light gray-Pink", "asin": "B0BM9JGH1J", "price": "$34.76", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}]
  <|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": "2025-04-16T17:49:13.797Z", // 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": "2025-04-10T19:34:50.830Z", "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"}
  {"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"}
  {"timestamp": "2025-04-11T05:07:11.914Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
  {"timestamp": "2025-04-14T05:10:37.621Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:47.506Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:55.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
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  {"title": "Travel Backpack for Men Women Airline Approved Anti Theft Carry on Backpack with Shoes Compartment USB Charging Port, Waterproof 60L Large Business Hiking Laptop Gym Bag for 17 Inch Laptop", "asin": "B0BKJGXYYN", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Backpack for Women Men Backpack With Shoe Compartment Lightweight Travel Backpacks Sports Back pack For Yoga Fitness Beach Hiking Sports(Blue)", "asin": "B0D9Y53ZG3", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "WOLT Basketball Backpack Large Sports Bag with Separate Ball Holder & Shoes Compartment, Best for Basketball, Soccer,Gym", "asin": "B09Q3K8ZQ8", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men", "asin": "B0C5SPSRNG", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "BROTOU Basketball Bag, Soccer Backpack Volleyball Football Backpack Sports Gym Bag with Shoe&Ball Compartment", "asin": "B09Q1Z6WWM", "price": "$25.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "tomtoc Travel Backpack 40L, TSA Friendly Flight Approved Carry-on Luggage Hand Water-resistant Lightweight Business Rucksack, Durable Large Weekender Bag Daypack Fits 17.3 Inch Laptop, PFAS Free", "asin": "B097P4JVP7", "price": "$86.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Goloni Soccer Backpack,Basketball Backpack with Ball Compartment & Shoe Compartment,Backpack for Basketball,Soccer", "asin": "B0BZTZQKNR", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Under Armour Unisex-Adult Hustle 6.0 Backpack, (002) Black/Black/White, One Size Fits Most", "asin": "B0CHGWX7HG", "price": "$41.25", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Gym Bag for Men and Women Sports Duffle Bag Travel Backpack Weekender Overnight Bag with Shoes Compartment and Wet Pocket Black - MIYCOO", "asin": "B0CQLW19QY", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "MATEIN Travel Laptop Backpack, Business Anti Theft Slim Sturdy Laptops Backpack with USB Charging Port, Water Resistant College School Computer Bag Gift for Men & Women Fits 15.6 Inch Notebook, Grey", "asin": "B06XZTZ7GB", "price": "$21.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Spalding Basketball Backpack - Black Sports Bag with Ball & Shoe Compartment, Basketball Accessories Bag", "asin": "B0DP7W9TBP", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Nike Elite Backpack Black/Anthracite/Metallic Silver One Size, Black/Anthracite/Metallic Silv, One Size", "asin": "B0DP7P3T6D", "price": "$86.50", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "SHRRADOO Extra Large 50L Travel Laptop Backpack with USB Charging Port, College Backpack Airline Approved Business Work Bag Fits 17 Inch Computer for Men Women", "asin": "B07V4R4Z77", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "17.3 Inch Travel Laptop Backpack with Shoe Compartment,50L Carry on Flight Approved Backpacks Multiple Compartments,Water Resistant Anti Theft Bag with USB Charging Port,for Men Women", "asin": "B0DKNB8QWZ", "price": "$52.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "BAGSMART Gym Backpack with Shoes Compartment, Travel Backpack for Men Women, Stylish Workout Sport Bag for Yoga, Casual Weekender Carry On for Flight, College, Outdoor, Black", "asin": "B0D48W1V8M", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "MATEIN Canvas Travel Backpack with Shoe Compartment, Large TSA Friendly Travel Laptop Backpack for 17.3 inch, Vintage Computer Daypack for Men & Women with USB Port, Anti-Theft RFID Pocket, Wet Bag", "asin": "B0DDT817C9", "price": "$39.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Gym Backpack for Women Small Gym bag with Expandable Shoe Compartment Waterproof Travel Backpack 26L", "asin": "B0CHYTLT2K", "price": "$28.78", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Maelstrom Travel Backpack for Women Men,35L Laptop Backpack Fits 17-Inch Laptop,Waterproof Carry On Backpack for Airplanes with Detachable Crossbody Bag&Shoe Compartment,Beige, Large", "asin": "B0CBVJVTLX"},
  {"title": "Under Armour Unisex Hustle 5.0 Team Backpack, (012) Pitch Gray Medium Heather/Black/Black, One Size Fits All", "asin": "B09JNCFV73", "price": "$47.99", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 17 Only 3 left in stock - order soon."},
  {"title": "RAINSMORE Gym Bag for Men, 45L Sports Travel Duffel Bag with Shoe & Laptop Compartment, Gym Workout Backpack Carry On Weekender Bag Overnight Backpack for Travel, Black", "asin": "B0DHZLR39B", "price": "$45.86", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "seyfocnia Gym Backpack for Men,Waterproof Travel Backpack With Shoe Compartment Lightweight Sports Gym Bag Casual Daypack-Black", "asin": "B0CS393FNC", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "LOVEVOOK 40L Travel Backpack for Women & Men, Large Carry on Backpack for Airplanes with 3 Packing Cubes, TSA Personal Item Travel Bag fits 17\" Laptop, Waterproof Weekender Essentials Airline Approved", "asin": "B0CJY9LHK4", "price": "$39.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Bag for Men with Shoes Compartment and Wet Pocket Convertible Duffle Bag and Gym Backpack Waterproof Sports Bags for Men with 2 Bottle Holders Multipurpose Weekender Overnight Bag -Black", "asin": "B0D4VHT5J8", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Backpack for Women Men,17.3 Inch Laptop Backpack with Shoes Compartment,40L Travel Backpack Carry on Flight Approved with Toiletry Bag(Beige)", "asin": "B0D98MQHBH", "price": "$19.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members Only 8 left in stock - order soon."},
  {"title": "Gym Duffle Bag Backpack 4-Way Waterproof with Shoes Compartment for travel Sport Hiking laptop (Black)", "asin": "B0981VP5J4", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Backpack with Shoe Compartment for Men and Women, 17.3 Inch Laptop Travle Backpack with USB Port, Daypack Gym, Sports, Camping, Hiking", "asin": "B0DLT28WPC", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "WONHOX Large Travel Backpack Carry on Flight Approved Laptop Work Business Backpack for Women Men Mochila de Viaje", "asin": "B09YCVFMB1", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "BANGE Men's Anti-Theft Backpack,Waterproof Fashion Travel Backpacks,High Tech Backpack with USB3.0 Charging Port,Business Laptop Backpack Fits 17.3 Inch Notebook\u2026", "asin": "B0CCL43WVJ", "price": "$86.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "ETRONIK Gym Bags for Men Women, Tactical Duffle Bag Backpack with Shoe Compartment, 3 in 1 Carry on Travel Backpack with Wet Pocket, Weekender Overnight Range Bag for Workout Football Gym, Black", "asin": "B0D6XKDXNV", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "LOVEVOOK Travel Backpack for Women Men as Personal Item Flight Approved, 40L Luggage Carry On Backpack,17.3inch Large Daypack Laptop Backpack Waterproof Outdoor Sports with 3 Packing Cubes,Beige-Brown", "asin": "B0C376RMKX", "price": "$34.81", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Maelstrom Travel Backpack for Men Women, 35L Carry on Backpack for Traveling on Airplane,with Belt Bag&Shoe Compartment,Waterproof Laptop Backpack fit 17\u201dLaptop-Pure Black,Large", "asin": "B0D49KRYZT", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Backpack for Women Men with Expandable Shoe Compartment, Mini Foldable Outdoor Weekender Hiking Bag Sports Backpack for Swimming Fitness Yoga Dancing, Blue", "asin": "B0DJNHK3DC", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Black Drawstring Gym Bag for Men, Waterproof Drawstring Backpack for Women, Swim Bag with Shoes Compartment, Pull String Sport Bag for Soccer and Basketball.", "asin": "B0CSCYNHVT", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "BAGSMART Gym Bag for Women & Men, 35L Sports Travel Duffel Bag with Shoe Laptop Compartment\uff0cAnti-Theft Carry On Weekender Bag for Airplane,Workout Overnight Backpack for Travel,Black", "asin": "B0CC9H1MQQ", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Beraliy Travel Backpack for Men Women, Large Carry On Backpack, Personal Item Bag Airline Approved, 17.3 inch Laptop Backpack, Business Work Gym Weekender Bag, Black", "asin": "B0BKZRLKTK", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "MoKo Womens Gym Backpack, Large Travel Backpack with Shoe Compartment Sports Bag with Wet Pockets 15.6 Inch Laptop Backpack Water Resistant Anti Theft Back Pack for Women Gifts, Pink", "asin": "B0BNJ2CM51", "price": "$27.29", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "abshoo Classical Basic Travel Backpack For School Water Resistant Bookbag", "asin": "B07CPW148Z", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Under Armour Unisex-Adult Hustle Sport Backpack , Black (001)/Silver , One Size Fits All", "asin": "B08LMSPP2X", "price": "$33.75", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Nike Elite Hoops Pro Basketball nkBA5554 (One_Size, Black/Metallic Cool Grey)", "asin": "B079ZBFBTM", "price": "$86.97", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "LOVEVOOK Carry on Travel Backpack, 40L Waterproof Large 17inch Laptop Luggage Daypack as Personal Item Flight Approved, Business Weekender Overnight with 3 Packing Cubes, Light gray-Pink", "asin": "B0BM9JGH1J", "price": "$34.76", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}]
  <|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": "2025-04-16T17:49:13.797Z", // 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": "2025-04-10T19:34:50.830Z", "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"}
  {"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"}
  {"timestamp": "2025-04-11T05:07:11.914Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
  {"timestamp": "2025-04-14T05:10:37.621Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:47.506Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:55.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:12:42.134Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:42.825Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:50.063Z", "action": "input", "action_argument": "vga to "}
  {"timestamp": "2025-04-14T05:12:50.144Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:14:43.724Z", "action": "click_product", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:16:22.264Z", "action": "purchase", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:20:35.488Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:20:59.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:22:42.859Z", "action": "input", "action_argument": "box"}
  {"timestamp": "2025-04-14T05:22:43.028Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:22:48.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:00.596Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:23:00.700Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:23:45.573Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:45.735Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:49.564Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:24:29.980Z", "action": "click_product", "action_argument": "B07RCNB2L3"}
  {"timestamp": "2025-04-14T05:25:20.526Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T05:26:04.314Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:26:05.596Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:25.871Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:26.495Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:07.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:08.794Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:10.730Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:11.833Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:13.107Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:23.848Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:24.478Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.152Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:29.422Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.064Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.066Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.714Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:32.270Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:33.410Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:52.700Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
  {"timestamp": "2025-04-14T06:16:38.110Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
  {"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
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  {"title": "WONHOX Large Travel Backpack Carry on Flight Approved Laptop Work Business Backpack for Women Men Mochila de Viaje", "asin": "B09YCVFMB1", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "BANGE Men's Anti-Theft Backpack,Waterproof Fashion Travel Backpacks,High Tech Backpack with USB3.0 Charging Port,Business Laptop Backpack Fits 17.3 Inch Notebook\u2026", "asin": "B0CCL43WVJ", "price": "$86.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "ETRONIK Gym Bags for Men Women, Tactical Duffle Bag Backpack with Shoe Compartment, 3 in 1 Carry on Travel Backpack with Wet Pocket, Weekender Overnight Range Bag for Workout Football Gym, Black", "asin": "B0D6XKDXNV", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "LOVEVOOK Travel Backpack for Women Men as Personal Item Flight Approved, 40L Luggage Carry On Backpack,17.3inch Large Daypack Laptop Backpack Waterproof Outdoor Sports with 3 Packing Cubes,Beige-Brown", "asin": "B0C376RMKX", "price": "$34.81", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Maelstrom Travel Backpack for Men Women, 35L Carry on Backpack for Traveling on Airplane,with Belt Bag&Shoe Compartment,Waterproof Laptop Backpack fit 17\u201dLaptop-Pure Black,Large", "asin": "B0D49KRYZT", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Gym Backpack for Women Men with Expandable Shoe Compartment, Mini Foldable Outdoor Weekender Hiking Bag Sports Backpack for Swimming Fitness Yoga Dancing, Blue", "asin": "B0DJNHK3DC", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Black Drawstring Gym Bag for Men, Waterproof Drawstring Backpack for Women, Swim Bag with Shoes Compartment, Pull String Sport Bag for Soccer and Basketball.", "asin": "B0CSCYNHVT", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 17 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "BAGSMART Gym Bag for Women & Men, 35L Sports Travel Duffel Bag with Shoe Laptop Compartment\uff0cAnti-Theft Carry On Weekender Bag for Airplane,Workout Overnight Backpack for Travel,Black", "asin": "B0CC9H1MQQ", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 17"},
  {"title": "Beraliy Travel Backpack for Men Women, Large Carry On Backpack, Personal Item Bag Airline Approved, 17.3 inch Laptop Backpack, Business Work Gym Weekender Bag, Black", "asin": "B0BKZRLKTK", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "MoKo Womens Gym Backpack, Large Travel Backpack with Shoe Compartment Sports Bag with Wet Pockets 15.6 Inch Laptop Backpack Water Resistant Anti Theft Back Pack for Women Gifts, Pink", "asin": "B0BNJ2CM51", "price": "$27.29", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "abshoo Classical Basic Travel Backpack For School Water Resistant Bookbag", "asin": "B07CPW148Z", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Under Armour Unisex-Adult Hustle Sport Backpack , Black (001)/Silver , One Size Fits All", "asin": "B08LMSPP2X", "price": "$33.75", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Nike Elite Hoops Pro Basketball nkBA5554 (One_Size, Black/Metallic Cool Grey)", "asin": "B079ZBFBTM", "price": "$86.97", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "LOVEVOOK Carry on Travel Backpack, 40L Waterproof Large 17inch Laptop Luggage Daypack as Personal Item Flight Approved, Business Weekender Overnight with 3 Packing Cubes, Light gray-Pink", "asin": "B0BM9JGH1J", "price": "$34.76", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}]
  <|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": "2025-04-16T17:49:13.797Z", // 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>
  