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": "2025-04-18T16:57:08.708Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:20.280Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:25.030Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:05:36.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
  {"timestamp": "2025-04-18T17:13:12.365Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
  {"timestamp": "2025-04-18T17:23:21.840Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:23:39.445Z", "action": "purchase", "action_argument": "B00HZ6WFZA, B082QBYY9V"}
  {"timestamp": "2025-04-23T17:15:42.713Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:17:11.193Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:18:34.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:19:14.813Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:15.666Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:17.785Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:36.677Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:38.441Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:46.531Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:22:08.558Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:11.463Z", "action": "input", "action_argument": "jacket"}
  {"timestamp": "2025-04-23T17:22:12.381Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:51.226Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T17:24:24.135Z", "action": "click_product", "action_argument": "B0DC3N3BPL"}
  {"timestamp": "2025-04-23T17:24:30.437Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:39.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:43.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:25:39.694Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:26:46.268Z", "action": "click_product", "action_argument": "B0DBR77Z5X"}
  {"timestamp": "2025-04-23T17:27:02.188Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:33:19.852Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:33:51.690Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:34:56.327Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:34:59.923Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:02.188Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:03.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:20.067Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:39:16.960Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:39:21.171Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:39:56.340Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:40:56.916Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:40:57.935Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:41:20.809Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:41:51.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:43:09.878Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:43:14.527Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:43:26.465Z", "action": "click", "action_argument": "nav_bar"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T21:19:09.947Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:19:14.582Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:19:17.057Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T21:19:33.560Z", "action": "input", "action_argument": "cap"}
  {"timestamp": "2025-04-23T21:19:34.157Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T21:20:30.388Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:21:06.261Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:22:13.471Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T21:22:21.510Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T21:22:59.606Z", "action": "click_product", "action_argument": "B0CTR7H7GV"}
  {"timestamp": "2025-04-23T21:24:42.353Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:24:46.727Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:26:06.896Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:26:38.906Z", "action": "click_product", "action_argument": "B08MF7Y84C"}
  {"timestamp": "2025-04-23T21:26:54.412Z", "action": "click_product", "action_argument": "B0F2F7867L"}
  {"timestamp": "2025-04-23T21:27:49.937Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:28:29.408Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:28:30.183Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:30:38.525Z", "action": "click_product", "action_argument": "B0CNCLGT7C"}
  {"timestamp": "2025-04-23T21:31:13.043Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:31:28.780Z", "action": "input", "action_argument": "cap"}
  {"timestamp": "2025-04-23T21:31:59.826Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T21:32:09.828Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T21:32:37.101Z", "action": "click", "action_argument": "nav_bar"}
  <|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": ""}],
  "promotion_items": [{"title": "TP-Link TL-SG105, 5 Port Gigabit Unmanaged Ethernet Switch, Network Hub, Ethernet Splitter, Plug & Play, Fanless Metal Design, Shielded Ports, Traffic Optimization,Navy Blue", "asin": "B00A128S24", "price": "$13.95", "quantity": ""},
  {"title": "Cable Clips Nail in Cable Clips 100 Pcs 8mm Flat Ethernet Cable Wall Clips Cable Tacks Coax Cable Clip Speaker Wire Clips Cable Nails for Cords Cat5/Cat5e/Cat6/Cat7 RJ45 Cord Clips", "asin": "B0B2HXYH3G", "price": "$4.29", "quantity": ""},
  {"title": "EZYUMM 3 Pack Ethernet Coupler, Premium Gold Plated Ethernet Extender, RJ45 Coupler Female to Female for Cat7/ Cat6/ Cat5/ Cat5e Network Cable", "asin": "B0D5ZHG8JX", "price": "$4.99", "quantity": ""},
  {"title": "XHF 5/8\u201d Adhesive Cord Clips White 60pcs, Cable Management Staples for Under Desk, Car, Wall, TV, PC, Ethernet", "asin": "B0B3M5QVXB", "price": "$6.99", "quantity": ""},
  {"title": "Darller 200 Pack Nail in Cable Clips Ethernet Cable Nails Tacks Clips 7mm for Cat6 Cable - White", "asin": "B071WW5M69", "price": "$6.99", "quantity": ""},
  {"title": "Cat 8 Ethernet Cable 30 ft Flat Internet Network RJ45 Cable Shielded High Speed 2000Mhz 40Gbps LAN Patch Cables Cords for Outdoor, Gaming, Xbox, PS4, Router - Compatible for Cat7/Cat6a/Cat5e - White", "asin": "B08FT7NNGN", "price": "$14.99", "quantity": ""},
  {"title": "HIKLOKT RJ45 Ethernet Coupler, RJ45 Coupler, in Line Coupler for Cat7/Cat6/Cat5e/Cat5 Ethernet Cable Extender Adapter for Network Cabling Female to Female (8Pack Black)", "asin": "B0D5TMWV1X", "price": "$5.98", "quantity": ""},
  {"title": "Coopache Ethernet Cable Clips Adhesive, Wire Clips Holder, Self Adhesive Wire Clips Management for Home and Office (100 Pieces) (White)", "asin": "B07H9SDVY4", "price": "$8.99", "quantity": ""},
  {"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Essentials Switch (GS305) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07S98YLHM", "price": "$22.99", "quantity": ""},
  {"title": "TP-Link TL-SG108 8 Port Gigabit Unmanaged Ethernet Network Switch, Ethernet Splitter Plug & Play Fanless Metal Design Shielded Ports Traffic Optimization", "asin": "/promo/A362GQGLSS5HEY", "price": "$17.99", "quantity": ""},
  {"title": "NETGEAR 8-Port Gigabit Ethernet Unmanaged Essentials Switch (GS308) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07PFYM5MZ", "price": "$17.99", "quantity": ""},
  {"title": "Abnii Cable Clips, 400 Pcs, 4mm 6mm 8mm 10mm, Wire Wall Clips with Steel Nails, Ethernet Cable Clips, Cable Tacks Coax Cable Clips, RG6 RG59 CAT6 RJ45 Cable Cord Clips, White\u2026", "asin": "B08RMNPCYN", "price": "$8.99", "quantity": ""},
  {"title": "RJ45 Crimp Tool Kit Pass Thru Ethernet Crimper for Cat5e Cat6 Cat6a 8P8C Modular Connectors, All-in-One Cat6 Crimping Tool and Tester(9V Battery Not Included)", "asin": "/promo/AWA2XCADFKD20", "price": "$29.99", "quantity": ""},
  {"title": "VCE Ethernet Wall Plate (UL Listed), 1-Port Cat6 Female to Female Wall Jack, Keystone Wall Plate with RJ45 Keystone Inline Coupler, White (2-Pack)", "asin": "B071G2QSNY", "price": "$8.99", "quantity": ""},
  {"title": "BUPLDET Coax Ethernet Phone Wall Plate - 1 Port Cat6 RJ45 + 1 Phone Jack Cat3 RJ11/RJ12 + 1 Port Coax Cable TV- F-Type", "asin": "B085MRJQHP", "price": "$12.99", "quantity": ""},
  {"title": "", "asin": "B0D9VG7J2N", "price": "$34.99", "quantity": ""},
  {"title": "", "asin": "B0DRFFPMJ1", "price": "$27.99", "quantity": ""},
  {"title": "", "asin": "B094DNKD98", "price": "$10.99", "quantity": ""},
  {"title": "", "asin": "B0DBJH9RVV", "price": "$11.24", "quantity": ""},
  {"title": "", "asin": "B0DPG3LC4K", "price": "$59.00", "quantity": ""},
  {"title": "", "asin": "B07FVX9Z9H", "price": "$10.95", "quantity": ""},
  {"title": "", "asin": "B0DRT77TLR", "price": "$23.99", "quantity": ""},
  {"title": "", "asin": "B07Z4QDRR2", "price": "$6.00", "quantity": ""},
  {"title": "", "asin": "B0D2Q31XWF", "price": "$9.99", "quantity": ""},
  {"title": "", "asin": "B0DG98V67T", "price": "$9.90", "quantity": ""},
  {"title": "", "asin": "B0DT3P9LCP", "price": "$11.49", "quantity": ""},
  {"title": "", "asin": "B0DT3SRL13", "price": "$11.49", "quantity": ""},
  {"title": "", "asin": "B0D4YWKB9M", "price": "$5.99", "quantity": ""},
  {"title": "", "asin": "B07DBY2127", "price": "$5.99", "quantity": ""},
  {"title": "Custom Cowboy Hats Baseball Cap Black Hat Personalized with Your Own Design Txet Logo", "asin": "", "quantity": ""},
  {"title": "Womens Denim Baseball Cap with Metal Rings Mens Trendy Ripped Trucker Hats Adjustable Low Profile Dad Hats", "asin": "", "quantity": ""},
  {"title": "niumanery Unisex Korean Harajuku Baseball Cap with Metal Rings Hip Hop Adjustable Dad Hat Black", "asin": "", "quantity": ""},
  {"title": "Sugar Skulls-13 Baseball Cap Golf Dad Hat Adjustable Original Classic Low Profile Cotton Hat Men Women", "asin": "", "quantity": ""},
  {"title": "Baseball Cap Unisex Vintage Washed Distressed Cap,Retro Adjustable Dad Hats,Baseball Hat for Men Women", "asin": "", "quantity": ""},
  {"title": "Volyers Adjustable Baseball Cap Men Retro Style Baseball Hat Women", "asin": "", "quantity": ""}],
  "active_items": [{"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "delivery": "One-Day FREE delivery Tomorrow, Apr 24 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "35ft"}, {"Color": "Black"}]},
  {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "40FT"}, {"Color": "White"}]}],
  "saved_items": [{"title": "6 Pack RearView Mirror Luminous Ghosts Pumpkin Potion Halloween Ornaments-Cute Cars Rear view/Dashboard/TouchScreen Top Funny Adorable Auto Mini Decor Set, Car Interior Accessories for Women Men", "asin": "B0DGXBCCC5", "options": []}]
  <|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": "2025-04-23T21:34:16.768Z", // 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": "2025-04-18T16:57:08.708Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:20.280Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:25.030Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:05:36.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
  {"timestamp": "2025-04-18T17:13:12.365Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
  {"timestamp": "2025-04-18T17:23:21.840Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:23:39.445Z", "action": "purchase", "action_argument": "B00HZ6WFZA, B082QBYY9V"}
  {"timestamp": "2025-04-23T17:15:42.713Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:17:11.193Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:18:34.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:19:14.813Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:15.666Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:17.785Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:36.677Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:38.441Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:46.531Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:22:08.558Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:11.463Z", "action": "input", "action_argument": "jacket"}
  {"timestamp": "2025-04-23T17:22:12.381Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:51.226Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T17:24:24.135Z", "action": "click_product", "action_argument": "B0DC3N3BPL"}
  {"timestamp": "2025-04-23T17:24:30.437Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:39.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:43.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:25:39.694Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:26:46.268Z", "action": "click_product", "action_argument": "B0DBR77Z5X"}
  {"timestamp": "2025-04-23T17:27:02.188Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:33:19.852Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:33:51.690Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:34:56.327Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:34:59.923Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:02.188Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:03.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:20.067Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:39:16.960Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:39:21.171Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:39:56.340Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:40:56.916Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:40:57.935Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:41:20.809Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:41:51.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:43:09.878Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:43:14.527Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:43:26.465Z", "action": "click", "action_argument": "nav_bar"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T21:19:09.947Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:19:14.582Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:19:17.057Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T21:19:33.560Z", "action": "input", "action_argument": "cap"}
  {"timestamp": "2025-04-23T21:19:34.157Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T21:20:30.388Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:21:06.261Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:22:13.471Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T21:22:21.510Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T21:22:59.606Z", "action": "click_product", "action_argument": "B0CTR7H7GV"}
  {"timestamp": "2025-04-23T21:24:42.353Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:24:46.727Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:26:06.896Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:26:38.906Z", "action": "click_product", "action_argument": "B08MF7Y84C"}
  {"timestamp": "2025-04-23T21:26:54.412Z", "action": "click_product", "action_argument": "B0F2F7867L"}
  {"timestamp": "2025-04-23T21:27:49.937Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:28:29.408Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:28:30.183Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:30:38.525Z", "action": "click_product", "action_argument": "B0CNCLGT7C"}
  {"timestamp": "2025-04-23T21:31:13.043Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:31:28.780Z", "action": "input", "action_argument": "cap"}
  {"timestamp": "2025-04-23T21:31:59.826Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T21:32:09.828Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T21:32:37.101Z", "action": "click", "action_argument": "nav_bar"}
  <|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": ""}],
  "promotion_items": [{"title": "TP-Link TL-SG105, 5 Port Gigabit Unmanaged Ethernet Switch, Network Hub, Ethernet Splitter, Plug & Play, Fanless Metal Design, Shielded Ports, Traffic Optimization,Navy Blue", "asin": "B00A128S24", "price": "$13.95", "quantity": ""},
  {"title": "Cable Clips Nail in Cable Clips 100 Pcs 8mm Flat Ethernet Cable Wall Clips Cable Tacks Coax Cable Clip Speaker Wire Clips Cable Nails for Cords Cat5/Cat5e/Cat6/Cat7 RJ45 Cord Clips", "asin": "B0B2HXYH3G", "price": "$4.29", "quantity": ""},
  {"title": "EZYUMM 3 Pack Ethernet Coupler, Premium Gold Plated Ethernet Extender, RJ45 Coupler Female to Female for Cat7/ Cat6/ Cat5/ Cat5e Network Cable", "asin": "B0D5ZHG8JX", "price": "$4.99", "quantity": ""},
  {"title": "XHF 5/8\u201d Adhesive Cord Clips White 60pcs, Cable Management Staples for Under Desk, Car, Wall, TV, PC, Ethernet", "asin": "B0B3M5QVXB", "price": "$6.99", "quantity": ""},
  {"title": "Darller 200 Pack Nail in Cable Clips Ethernet Cable Nails Tacks Clips 7mm for Cat6 Cable - White", "asin": "B071WW5M69", "price": "$6.99", "quantity": ""},
  {"title": "Cat 8 Ethernet Cable 30 ft Flat Internet Network RJ45 Cable Shielded High Speed 2000Mhz 40Gbps LAN Patch Cables Cords for Outdoor, Gaming, Xbox, PS4, Router - Compatible for Cat7/Cat6a/Cat5e - White", "asin": "B08FT7NNGN", "price": "$14.99", "quantity": ""},
  {"title": "HIKLOKT RJ45 Ethernet Coupler, RJ45 Coupler, in Line Coupler for Cat7/Cat6/Cat5e/Cat5 Ethernet Cable Extender Adapter for Network Cabling Female to Female (8Pack Black)", "asin": "B0D5TMWV1X", "price": "$5.98", "quantity": ""},
  {"title": "Coopache Ethernet Cable Clips Adhesive, Wire Clips Holder, Self Adhesive Wire Clips Management for Home and Office (100 Pieces) (White)", "asin": "B07H9SDVY4", "price": "$8.99", "quantity": ""},
  {"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Essentials Switch (GS305) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07S98YLHM", "price": "$22.99", "quantity": ""},
  {"title": "TP-Link TL-SG108 8 Port Gigabit Unmanaged Ethernet Network Switch, Ethernet Splitter Plug & Play Fanless Metal Design Shielded Ports Traffic Optimization", "asin": "/promo/A362GQGLSS5HEY", "price": "$17.99", "quantity": ""},
  {"title": "NETGEAR 8-Port Gigabit Ethernet Unmanaged Essentials Switch (GS308) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07PFYM5MZ", "price": "$17.99", "quantity": ""},
  {"title": "Abnii Cable Clips, 400 Pcs, 4mm 6mm 8mm 10mm, Wire Wall Clips with Steel Nails, Ethernet Cable Clips, Cable Tacks Coax Cable Clips, RG6 RG59 CAT6 RJ45 Cable Cord Clips, White\u2026", "asin": "B08RMNPCYN", "price": "$8.99", "quantity": ""},
  {"title": "RJ45 Crimp Tool Kit Pass Thru Ethernet Crimper for Cat5e Cat6 Cat6a 8P8C Modular Connectors, All-in-One Cat6 Crimping Tool and Tester(9V Battery Not Included)", "asin": "/promo/AWA2XCADFKD20", "price": "$29.99", "quantity": ""},
  {"title": "VCE Ethernet Wall Plate (UL Listed), 1-Port Cat6 Female to Female Wall Jack, Keystone Wall Plate with RJ45 Keystone Inline Coupler, White (2-Pack)", "asin": "B071G2QSNY", "price": "$8.99", "quantity": ""},
  {"title": "BUPLDET Coax Ethernet Phone Wall Plate - 1 Port Cat6 RJ45 + 1 Phone Jack Cat3 RJ11/RJ12 + 1 Port Coax Cable TV- F-Type", "asin": "B085MRJQHP", "price": "$12.99", "quantity": ""},
  {"title": "", "asin": "B0D9VG7J2N", "price": "$34.99", "quantity": ""},
  {"title": "", "asin": "B0DRFFPMJ1", "price": "$27.99", "quantity": ""},
  {"title": "", "asin": "B094DNKD98", "price": "$10.99", "quantity": ""},
  {"title": "", "asin": "B0DBJH9RVV", "price": "$11.24", "quantity": ""},
  {"title": "", "asin": "B0DPG3LC4K", "price": "$59.00", "quantity": ""},
  {"title": "", "asin": "B07FVX9Z9H", "price": "$10.95", "quantity": ""},
  {"title": "", "asin": "B0DRT77TLR", "price": "$23.99", "quantity": ""},
  {"title": "", "asin": "B07Z4QDRR2", "price": "$6.00", "quantity": ""},
  {"title": "", "asin": "B0D2Q31XWF", "price": "$9.99", "quantity": ""},
  {"title": "", "asin": "B0DG98V67T", "price": "$9.90", "quantity": ""},
  {"title": "", "asin": "B0DT3P9LCP", "price": "$11.49", "quantity": ""},
  {"title": "", "asin": "B0DT3SRL13", "price": "$11.49", "quantity": ""},
  {"title": "", "asin": "B0D4YWKB9M", "price": "$5.99", "quantity": ""},
  {"title": "", "asin": "B07DBY2127", "price": "$5.99", "quantity": ""},
  {"title": "Custom Cowboy Hats Baseball Cap Black Hat Personalized with Your Own Design Txet Logo", "asin": "", "quantity": ""},
  {"title": "Womens Denim Baseball Cap with Metal Rings Mens Trendy Ripped Trucker Hats Adjustable Low Profile Dad Hats", "asin": "", "quantity": ""},
  {"title": "niumanery Unisex Korean Harajuku Baseball Cap with Metal Rings Hip Hop Adjustable Dad Hat Black", "asin": "", "quantity": ""},
  {"title": "Sugar Skulls-13 Baseball Cap Golf Dad Hat Adjustable Original Classic Low Profile Cotton Hat Men Women", "asin": "", "quantity": ""},
  {"title": "Baseball Cap Unisex Vintage Washed Distressed Cap,Retro Adjustable Dad Hats,Baseball Hat for Men Women", "asin": "", "quantity": ""},
  {"title": "Volyers Adjustable Baseball Cap Men Retro Style Baseball Hat Women", "asin": "", "quantity": ""}],
  "active_items": [{"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "delivery": "One-Day FREE delivery Tomorrow, Apr 24 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "35ft"}, {"Color": "Black"}]},
  {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "40FT"}, {"Color": "White"}]}],
  "saved_items": [{"title": "6 Pack RearView Mirror Luminous Ghosts Pumpkin Potion Halloween Ornaments-Cute Cars Rear view/Dashboard/TouchScreen Top Funny Adorable Auto Mini Decor Set, Car Interior Accessories for Women Men", "asin": "B0DGXBCCC5", "options": []}]
  <|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": "2025-04-23T21:34:16.768Z", // 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": "2025-04-18T16:57:08.708Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:20.280Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:25.030Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:05:36.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
  {"timestamp": "2025-04-18T17:13:12.365Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
  {"timestamp": "2025-04-18T17:23:21.840Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:23:39.445Z", "action": "purchase", "action_argument": "B00HZ6WFZA, B082QBYY9V"}
  {"timestamp": "2025-04-23T17:15:42.713Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:17:11.193Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:18:34.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:19:14.813Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:15.666Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:17.785Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:36.677Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:38.441Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:46.531Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:22:08.558Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:11.463Z", "action": "input", "action_argument": "jacket"}
  {"timestamp": "2025-04-23T17:22:12.381Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:51.226Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T17:24:24.135Z", "action": "click_product", "action_argument": "B0DC3N3BPL"}
  {"timestamp": "2025-04-23T17:24:30.437Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:39.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:43.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:25:39.694Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:26:46.268Z", "action": "click_product", "action_argument": "B0DBR77Z5X"}
  {"timestamp": "2025-04-23T17:27:02.188Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:33:19.852Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:33:51.690Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:34:56.327Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:34:59.923Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:02.188Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:03.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:35:20.067Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:39:16.960Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:39:21.171Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:39:56.340Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:40:56.916Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:40:57.935Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:41:20.809Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:41:51.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:43:09.878Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:43:14.527Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:43:26.465Z", "action": "click", "action_argument": "nav_bar"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T21:19:09.947Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:19:14.582Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:19:17.057Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T21:19:33.560Z", "action": "input", "action_argument": "cap"}
  {"timestamp": "2025-04-23T21:19:34.157Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T21:20:30.388Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:21:06.261Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:22:13.471Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T21:22:21.510Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T21:22:59.606Z", "action": "click_product", "action_argument": "B0CTR7H7GV"}
  {"timestamp": "2025-04-23T21:24:42.353Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:24:46.727Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:26:06.896Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:26:38.906Z", "action": "click_product", "action_argument": "B08MF7Y84C"}
  {"timestamp": "2025-04-23T21:26:54.412Z", "action": "click_product", "action_argument": "B0F2F7867L"}
  {"timestamp": "2025-04-23T21:27:49.937Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:28:29.408Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:28:30.183Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T21:30:38.525Z", "action": "click_product", "action_argument": "B0CNCLGT7C"}
  {"timestamp": "2025-04-23T21:31:13.043Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T21:31:28.780Z", "action": "input", "action_argument": "cap"}
  {"timestamp": "2025-04-23T21:31:59.826Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T21:32:09.828Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T21:32:37.101Z", "action": "click", "action_argument": "nav_bar"}
  <|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": ""}],
  "promotion_items": [{"title": "TP-Link TL-SG105, 5 Port Gigabit Unmanaged Ethernet Switch, Network Hub, Ethernet Splitter, Plug & Play, Fanless Metal Design, Shielded Ports, Traffic Optimization,Navy Blue", "asin": "B00A128S24", "price": "$13.95", "quantity": ""},
  {"title": "Cable Clips Nail in Cable Clips 100 Pcs 8mm Flat Ethernet Cable Wall Clips Cable Tacks Coax Cable Clip Speaker Wire Clips Cable Nails for Cords Cat5/Cat5e/Cat6/Cat7 RJ45 Cord Clips", "asin": "B0B2HXYH3G", "price": "$4.29", "quantity": ""},
  {"title": "EZYUMM 3 Pack Ethernet Coupler, Premium Gold Plated Ethernet Extender, RJ45 Coupler Female to Female for Cat7/ Cat6/ Cat5/ Cat5e Network Cable", "asin": "B0D5ZHG8JX", "price": "$4.99", "quantity": ""},
  {"title": "XHF 5/8\u201d Adhesive Cord Clips White 60pcs, Cable Management Staples for Under Desk, Car, Wall, TV, PC, Ethernet", "asin": "B0B3M5QVXB", "price": "$6.99", "quantity": ""},
  {"title": "Darller 200 Pack Nail in Cable Clips Ethernet Cable Nails Tacks Clips 7mm for Cat6 Cable - White", "asin": "B071WW5M69", "price": "$6.99", "quantity": ""},
  {"title": "Cat 8 Ethernet Cable 30 ft Flat Internet Network RJ45 Cable Shielded High Speed 2000Mhz 40Gbps LAN Patch Cables Cords for Outdoor, Gaming, Xbox, PS4, Router - Compatible for Cat7/Cat6a/Cat5e - White", "asin": "B08FT7NNGN", "price": "$14.99", "quantity": ""},
  {"title": "HIKLOKT RJ45 Ethernet Coupler, RJ45 Coupler, in Line Coupler for Cat7/Cat6/Cat5e/Cat5 Ethernet Cable Extender Adapter for Network Cabling Female to Female (8Pack Black)", "asin": "B0D5TMWV1X", "price": "$5.98", "quantity": ""},
  {"title": "Coopache Ethernet Cable Clips Adhesive, Wire Clips Holder, Self Adhesive Wire Clips Management for Home and Office (100 Pieces) (White)", "asin": "B07H9SDVY4", "price": "$8.99", "quantity": ""},
  {"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Essentials Switch (GS305) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07S98YLHM", "price": "$22.99", "quantity": ""},
  {"title": "TP-Link TL-SG108 8 Port Gigabit Unmanaged Ethernet Network Switch, Ethernet Splitter Plug & Play Fanless Metal Design Shielded Ports Traffic Optimization", "asin": "/promo/A362GQGLSS5HEY", "price": "$17.99", "quantity": ""},
  {"title": "NETGEAR 8-Port Gigabit Ethernet Unmanaged Essentials Switch (GS308) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07PFYM5MZ", "price": "$17.99", "quantity": ""},
  {"title": "Abnii Cable Clips, 400 Pcs, 4mm 6mm 8mm 10mm, Wire Wall Clips with Steel Nails, Ethernet Cable Clips, Cable Tacks Coax Cable Clips, RG6 RG59 CAT6 RJ45 Cable Cord Clips, White\u2026", "asin": "B08RMNPCYN", "price": "$8.99", "quantity": ""},
  {"title": "RJ45 Crimp Tool Kit Pass Thru Ethernet Crimper for Cat5e Cat6 Cat6a 8P8C Modular Connectors, All-in-One Cat6 Crimping Tool and Tester(9V Battery Not Included)", "asin": "/promo/AWA2XCADFKD20", "price": "$29.99", "quantity": ""},
  {"title": "VCE Ethernet Wall Plate (UL Listed), 1-Port Cat6 Female to Female Wall Jack, Keystone Wall Plate with RJ45 Keystone Inline Coupler, White (2-Pack)", "asin": "B071G2QSNY", "price": "$8.99", "quantity": ""},
  {"title": "BUPLDET Coax Ethernet Phone Wall Plate - 1 Port Cat6 RJ45 + 1 Phone Jack Cat3 RJ11/RJ12 + 1 Port Coax Cable TV- F-Type", "asin": "B085MRJQHP", "price": "$12.99", "quantity": ""},
  {"title": "", "asin": "B0D9VG7J2N", "price": "$34.99", "quantity": ""},
  {"title": "", "asin": "B0DRFFPMJ1", "price": "$27.99", "quantity": ""},
  {"title": "", "asin": "B094DNKD98", "price": "$10.99", "quantity": ""},
  {"title": "", "asin": "B0DBJH9RVV", "price": "$11.24", "quantity": ""},
  {"title": "", "asin": "B0DPG3LC4K", "price": "$59.00", "quantity": ""},
  {"title": "", "asin": "B07FVX9Z9H", "price": "$10.95", "quantity": ""},
  {"title": "", "asin": "B0DRT77TLR", "price": "$23.99", "quantity": ""},
  {"title": "", "asin": "B07Z4QDRR2", "price": "$6.00", "quantity": ""},
  {"title": "", "asin": "B0D2Q31XWF", "price": "$9.99", "quantity": ""},
  {"title": "", "asin": "B0DG98V67T", "price": "$9.90", "quantity": ""},
  {"title": "", "asin": "B0DT3P9LCP", "price": "$11.49", "quantity": ""},
  {"title": "", "asin": "B0DT3SRL13", "price": "$11.49", "quantity": ""},
  {"title": "", "asin": "B0D4YWKB9M", "price": "$5.99", "quantity": ""},
  {"title": "", "asin": "B07DBY2127", "price": "$5.99", "quantity": ""},
  {"title": "Custom Cowboy Hats Baseball Cap Black Hat Personalized with Your Own Design Txet Logo", "asin": "", "quantity": ""},
  {"title": "Womens Denim Baseball Cap with Metal Rings Mens Trendy Ripped Trucker Hats Adjustable Low Profile Dad Hats", "asin": "", "quantity": ""},
  {"title": "niumanery Unisex Korean Harajuku Baseball Cap with Metal Rings Hip Hop Adjustable Dad Hat Black", "asin": "", "quantity": ""},
  {"title": "Sugar Skulls-13 Baseball Cap Golf Dad Hat Adjustable Original Classic Low Profile Cotton Hat Men Women", "asin": "", "quantity": ""},
  {"title": "Baseball Cap Unisex Vintage Washed Distressed Cap,Retro Adjustable Dad Hats,Baseball Hat for Men Women", "asin": "", "quantity": ""},
  {"title": "Volyers Adjustable Baseball Cap Men Retro Style Baseball Hat Women", "asin": "", "quantity": ""}],
  "active_items": [{"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "delivery": "One-Day FREE delivery Tomorrow, Apr 24 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "35ft"}, {"Color": "Black"}]},
  {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "40FT"}, {"Color": "White"}]}],
  "saved_items": [{"title": "6 Pack RearView Mirror Luminous Ghosts Pumpkin Potion Halloween Ornaments-Cute Cars Rear view/Dashboard/TouchScreen Top Funny Adorable Auto Mini Decor Set, Car Interior Accessories for Women Men", "asin": "B0DGXBCCC5", "options": []}]
  <|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": "2025-04-23T21:34:16.768Z", // 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>
  