prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-03T00:18:37.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T00:18:53.155Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:19:00.895Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:19:14.292Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:19:19.328Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:19:46.282Z", "action": "click_product", "action_argument": "B0BVKZ6P9C"}
  {"timestamp": "2025-04-03T00:20:31.173Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:20:49.411Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:21:11.685Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:22:04.407Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-03T00:25:06.861Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:26:28.000Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:26:45.981Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:27:06.753Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-05T02:16:05.841Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:16:31.195Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-05T02:16:50.730Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:17:36.977Z", "action": "input", "action_argument": "sfx "}
  {"timestamp": "2025-04-05T02:17:37.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T02:17:56.957Z", "action": "click_product", "action_argument": "B0D45PQ8C4"}
  {"timestamp": "2025-04-05T02:18:06.772Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:19:24.135Z", "action": "purchase", "action_argument": "B0D45RN3KZ"}
  {"timestamp": "2025-04-05T02:19:35.503Z", "action": "click_product", "action_argument": "B07C5VG64V"}
  {"timestamp": "2025-04-05T02:19:51.901Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:20:01.376Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:03.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:57.947Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:21:18.459Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:21:19.412Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:22:42.161Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:23:00.955Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:23:08.335Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:24:47.508Z", "action": "purchase", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
  {"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
  {"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
  {"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
  {"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
  {"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
  <|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": "pc build tool"}],
  "cart_items": [{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
  {"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "quantity": ""},
  {"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": ""},
  {"title": "STREBITO Precision Screwdriver Set 142-Piece Computer Tool Kit Magnetic Screwdriver Set Laptop Screwdriver Kit Electronic Repair Kit Tech Toolkit for PC, Phone, Macbook, Nintendo, PS4, Xbox Controller", "asin": "B0C1GWKZ43", "price": "$27.99", "quantity": ""},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "quantity": ""},
  {"title": "STREBITO Electric Screwdriver 155 in 1 Mini Electric Screwdriver Set, Max 5 N.m, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Power Screwdriver Cordless Rechargeable, Repair Tool Kit for PC Phone", "asin": "B0D7SFXP6P", "price": "$41.99", "quantity": ""},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "quantity": ""},
  {"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": ""},
  {"title": "STREBITO Mini Electric Screwdriver Set 155 in 1 Small Powered Screwdriver Cordless, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Battery, electronics tool kit for Computer, Laptop, RC, PC, Xbox", "asin": "B0D83F96GY", "price": "$41.99", "quantity": ""},
  {"title": "STREBITO Precision Screwdriver Set 142-Piece Computer Tool Kit Magnetic Screwdriver Set Laptop Screwdriver Kit Electronic Repair Kit Tech Toolkit for PC, Phone, Macbook, Nintendo, PS4, Xbox Controller", "asin": "B0C1GWKZ43", "price": "$27.99", "quantity": ""},
  {"title": "Screwdriver kit 42 in 1 aluminum alloy material, ratchet magnetic, DIY combination flexible shaft, suitable for furniture assembly, electrical repair, bicycle tools, Orange", "asin": "B0CTQVLBS3", "price": "$29.99", "quantity": ""}],
  "ads": [{"title": "XOOL 200 in 1 Precision Screwdriver Kit, Electronics Repair Tool Magnetic Driver Kit with 164 Bits, Flexible Shaft, Extension Rod for Computer, iPhone, Laptop, PC, PS4, Xbox, Nintendo", "asin": "B08PP867XR"}],
  "search_results": [{"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", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "SHOWPIN Precision Computer Screwdriver Set: 122 PCS Electronics Repair Tool Kit with 101 Magnetic Bits for Laptop iPhone PC Tablet PS4 Xbox Switch", "asin": "B0822FS7Z6", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "JOREST 38Pcs Small Precision Screwdriver Set (S2 Steel), Magnetic Screwdriver Set with Torx T5 T6 T8, Mini Repair Tool Kit for Macbook, Computer, Laptop, iPhone, PS4 PS5, Xbox, Switch, Glasses, Watch", "asin": "B09PY8WQHJ", "price": "$10.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Precision Screwdriver Set 49 in 1 SHARDEN Small Screwdriver Set Magnetic Repair Tool Kit for Laptop, iPhone, Cell Phone, PC, MacBook, Tablet, Computer, PS5, PS4, Electronic, Glasses, Watch", "asin": "B0CCTNX9GY", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "iFixit Essential Electronics Toolkit - PC, Laptop, Phone Repair Kit", "asin": "B0964G2Y7S", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Precision Screwdriver Set, Unamela 139 in 1 Computer Repair Tool Kit, Magnetic Screwdriver Kit with 120 Bits Compatible for PC Building, Laptop, MacBook, Tablet, iPhone, PS4, Xbox, Game Console", "asin": "B088CZ2ZL5", "price": "$17.99", "delivery": " Two-Day FREE delivery Sun, Apr 6"},
  {"title": "80 IN 1 Professional Computer Repair Tool Kit, Precision Screwdriver Set with 56 Bits, Magnetic Screwdriver Set for Laptop, PC, MacBook, Tablet, iPhone, PS4, Electronics, Gamer Tech Gifts for Men", "asin": "B074M8NBZQ", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Precision Screwdriver Set, 150 in 1 Electronics Tool Kit with 120 Bits Magnetic Screwdriver Set & 30-bit Tool Set Handy Repair Tool for Computer Phone Watch Camera Laptop, Black", "asin": "B0DD9VH4BR", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Mini Electric Screwdriver Set 155 in 1 Small Powered Screwdriver Cordless, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Battery, electronics tool kit for Computer, Laptop, RC, PC, Xbox", "asin": "B0D83F96GY", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Mako Driver Kit - 64 Precision Bit Set for Electronics Repair", "asin": "B0189YWOIO", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Essential Electronics Toolkit - PC, Laptop, Phone Repair Kit", "asin": "B0964G2Y7S", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "HengTianMei 142 in 1 Precision Screwdriver Set Professional Magnetic Repair Tool Kit for Computer, Laptop, Xbox, Macbook, Game Console (H1128)", "asin": "B0921NTGDJ", "price": "$26.09", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Moray Driver Kit - 32 Precision Bits for Smartphones, Game Consoles & Small Electronics Repair", "asin": "B08NWKMT8V", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "XOOL 200 in 1 Precision Screwdriver Kit, Electronics Repair Tool Magnetic Driver Kit with 164 Bits, Flexible Shaft, Extension Rod for Computer, iPhone, Laptop, PC, PS4, Xbox, Nintendo", "asin": "B08PP867XR", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 124-Piece Electronics Tool Kit with 101 Bits Magnetic Screwdriver Set for Computer, Laptop, Cell Phone, PC, MacBook, iPhone, Nintendo, PS4, PS5, Xbox Repair", "asin": "B0968DG4QR", "price": "$21.99", "delivery": " Two-Day FREE delivery Sun, Apr 6"},
  {"title": "Precision Screwdriver Set, Professional Grade 115 in 1 Magnetic Repair Tool Kit for Electronics, Computer, iPhone, Laptop, Game Console, Watch, Eyeglasses, Modding, and DIY Projects", "asin": "B0BXLWC9LJ", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "iFixit Mahi Driver Kit - Precision Bit Set for General Household Repair", "asin": "B07BMMBKJR", "price": "$39.95", "delivery": "FREE delivery Tue, Apr 8"}]
  <|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": "2025-04-05T05:16:09.331Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-03T00:18:37.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T00:18:53.155Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:19:00.895Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:19:14.292Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:19:19.328Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:19:46.282Z", "action": "click_product", "action_argument": "B0BVKZ6P9C"}
  {"timestamp": "2025-04-03T00:20:31.173Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:20:49.411Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:21:11.685Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:22:04.407Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-03T00:25:06.861Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:26:28.000Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:26:45.981Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:27:06.753Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-05T02:16:05.841Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:16:31.195Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-05T02:16:50.730Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:17:36.977Z", "action": "input", "action_argument": "sfx "}
  {"timestamp": "2025-04-05T02:17:37.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T02:17:56.957Z", "action": "click_product", "action_argument": "B0D45PQ8C4"}
  {"timestamp": "2025-04-05T02:18:06.772Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:19:24.135Z", "action": "purchase", "action_argument": "B0D45RN3KZ"}
  {"timestamp": "2025-04-05T02:19:35.503Z", "action": "click_product", "action_argument": "B07C5VG64V"}
  {"timestamp": "2025-04-05T02:19:51.901Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:20:01.376Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:03.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:57.947Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:21:18.459Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:21:19.412Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:22:42.161Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:23:00.955Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:23:08.335Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:24:47.508Z", "action": "purchase", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
  {"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
  {"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
  {"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
  {"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
  {"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
  <|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": "pc build tool"}],
  "cart_items": [{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
  {"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "quantity": ""},
  {"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": ""},
  {"title": "STREBITO Precision Screwdriver Set 142-Piece Computer Tool Kit Magnetic Screwdriver Set Laptop Screwdriver Kit Electronic Repair Kit Tech Toolkit for PC, Phone, Macbook, Nintendo, PS4, Xbox Controller", "asin": "B0C1GWKZ43", "price": "$27.99", "quantity": ""},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "quantity": ""},
  {"title": "STREBITO Electric Screwdriver 155 in 1 Mini Electric Screwdriver Set, Max 5 N.m, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Power Screwdriver Cordless Rechargeable, Repair Tool Kit for PC Phone", "asin": "B0D7SFXP6P", "price": "$41.99", "quantity": ""},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "quantity": ""},
  {"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": ""},
  {"title": "STREBITO Mini Electric Screwdriver Set 155 in 1 Small Powered Screwdriver Cordless, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Battery, electronics tool kit for Computer, Laptop, RC, PC, Xbox", "asin": "B0D83F96GY", "price": "$41.99", "quantity": ""},
  {"title": "STREBITO Precision Screwdriver Set 142-Piece Computer Tool Kit Magnetic Screwdriver Set Laptop Screwdriver Kit Electronic Repair Kit Tech Toolkit for PC, Phone, Macbook, Nintendo, PS4, Xbox Controller", "asin": "B0C1GWKZ43", "price": "$27.99", "quantity": ""},
  {"title": "Screwdriver kit 42 in 1 aluminum alloy material, ratchet magnetic, DIY combination flexible shaft, suitable for furniture assembly, electrical repair, bicycle tools, Orange", "asin": "B0CTQVLBS3", "price": "$29.99", "quantity": ""}],
  "ads": [{"title": "XOOL 200 in 1 Precision Screwdriver Kit, Electronics Repair Tool Magnetic Driver Kit with 164 Bits, Flexible Shaft, Extension Rod for Computer, iPhone, Laptop, PC, PS4, Xbox, Nintendo", "asin": "B08PP867XR"}],
  "search_results": [{"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", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "SHOWPIN Precision Computer Screwdriver Set: 122 PCS Electronics Repair Tool Kit with 101 Magnetic Bits for Laptop iPhone PC Tablet PS4 Xbox Switch", "asin": "B0822FS7Z6", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "JOREST 38Pcs Small Precision Screwdriver Set (S2 Steel), Magnetic Screwdriver Set with Torx T5 T6 T8, Mini Repair Tool Kit for Macbook, Computer, Laptop, iPhone, PS4 PS5, Xbox, Switch, Glasses, Watch", "asin": "B09PY8WQHJ", "price": "$10.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Precision Screwdriver Set 49 in 1 SHARDEN Small Screwdriver Set Magnetic Repair Tool Kit for Laptop, iPhone, Cell Phone, PC, MacBook, Tablet, Computer, PS5, PS4, Electronic, Glasses, Watch", "asin": "B0CCTNX9GY", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "iFixit Essential Electronics Toolkit - PC, Laptop, Phone Repair Kit", "asin": "B0964G2Y7S", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Precision Screwdriver Set, Unamela 139 in 1 Computer Repair Tool Kit, Magnetic Screwdriver Kit with 120 Bits Compatible for PC Building, Laptop, MacBook, Tablet, iPhone, PS4, Xbox, Game Console", "asin": "B088CZ2ZL5", "price": "$17.99", "delivery": " Two-Day FREE delivery Sun, Apr 6"},
  {"title": "80 IN 1 Professional Computer Repair Tool Kit, Precision Screwdriver Set with 56 Bits, Magnetic Screwdriver Set for Laptop, PC, MacBook, Tablet, iPhone, PS4, Electronics, Gamer Tech Gifts for Men", "asin": "B074M8NBZQ", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Precision Screwdriver Set, 150 in 1 Electronics Tool Kit with 120 Bits Magnetic Screwdriver Set & 30-bit Tool Set Handy Repair Tool for Computer Phone Watch Camera Laptop, Black", "asin": "B0DD9VH4BR", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Mini Electric Screwdriver Set 155 in 1 Small Powered Screwdriver Cordless, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Battery, electronics tool kit for Computer, Laptop, RC, PC, Xbox", "asin": "B0D83F96GY", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Mako Driver Kit - 64 Precision Bit Set for Electronics Repair", "asin": "B0189YWOIO", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Essential Electronics Toolkit - PC, Laptop, Phone Repair Kit", "asin": "B0964G2Y7S", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "HengTianMei 142 in 1 Precision Screwdriver Set Professional Magnetic Repair Tool Kit for Computer, Laptop, Xbox, Macbook, Game Console (H1128)", "asin": "B0921NTGDJ", "price": "$26.09", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Moray Driver Kit - 32 Precision Bits for Smartphones, Game Consoles & Small Electronics Repair", "asin": "B08NWKMT8V", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "XOOL 200 in 1 Precision Screwdriver Kit, Electronics Repair Tool Magnetic Driver Kit with 164 Bits, Flexible Shaft, Extension Rod for Computer, iPhone, Laptop, PC, PS4, Xbox, Nintendo", "asin": "B08PP867XR", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 124-Piece Electronics Tool Kit with 101 Bits Magnetic Screwdriver Set for Computer, Laptop, Cell Phone, PC, MacBook, iPhone, Nintendo, PS4, PS5, Xbox Repair", "asin": "B0968DG4QR", "price": "$21.99", "delivery": " Two-Day FREE delivery Sun, Apr 6"},
  {"title": "Precision Screwdriver Set, Professional Grade 115 in 1 Magnetic Repair Tool Kit for Electronics, Computer, iPhone, Laptop, Game Console, Watch, Eyeglasses, Modding, and DIY Projects", "asin": "B0BXLWC9LJ", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "iFixit Mahi Driver Kit - Precision Bit Set for General Household Repair", "asin": "B07BMMBKJR", "price": "$39.95", "delivery": "FREE delivery Tue, Apr 8"}]
  <|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": "2025-04-05T05:16:09.331Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-03T00:18:37.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T00:18:53.155Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:19:00.895Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:19:14.292Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:19:19.328Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:19:46.282Z", "action": "click_product", "action_argument": "B0BVKZ6P9C"}
  {"timestamp": "2025-04-03T00:20:31.173Z", "action": "click_product", "action_argument": "B0B99HTD3B"}
  {"timestamp": "2025-04-03T00:20:49.411Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T00:21:11.685Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T00:22:04.407Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-03T00:25:06.861Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-03T00:26:28.000Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:26:45.981Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-03T00:27:06.753Z", "action": "purchase", "action_argument": "B0C5LK9L62"}
  {"timestamp": "2025-04-05T02:16:05.841Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:16:31.195Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-05T02:16:50.730Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:17:36.977Z", "action": "input", "action_argument": "sfx "}
  {"timestamp": "2025-04-05T02:17:37.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T02:17:56.957Z", "action": "click_product", "action_argument": "B0D45PQ8C4"}
  {"timestamp": "2025-04-05T02:18:06.772Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:19:24.135Z", "action": "purchase", "action_argument": "B0D45RN3KZ"}
  {"timestamp": "2025-04-05T02:19:35.503Z", "action": "click_product", "action_argument": "B07C5VG64V"}
  {"timestamp": "2025-04-05T02:19:51.901Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:20:01.376Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:03.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:20:57.947Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:21:18.459Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:21:19.412Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-05T02:22:42.161Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-05T02:23:00.955Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:23:08.335Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T02:24:47.508Z", "action": "purchase", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
  {"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
  {"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
  {"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
  {"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
  {"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
  {"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
  {"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
  {"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
  <|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": "pc build tool"}],
  "cart_items": [{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
  {"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "quantity": ""},
  {"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": ""},
  {"title": "STREBITO Precision Screwdriver Set 142-Piece Computer Tool Kit Magnetic Screwdriver Set Laptop Screwdriver Kit Electronic Repair Kit Tech Toolkit for PC, Phone, Macbook, Nintendo, PS4, Xbox Controller", "asin": "B0C1GWKZ43", "price": "$27.99", "quantity": ""},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "quantity": ""},
  {"title": "STREBITO Electric Screwdriver 155 in 1 Mini Electric Screwdriver Set, Max 5 N.m, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Power Screwdriver Cordless Rechargeable, Repair Tool Kit for PC Phone", "asin": "B0D7SFXP6P", "price": "$41.99", "quantity": ""},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "quantity": ""},
  {"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": ""},
  {"title": "STREBITO Mini Electric Screwdriver Set 155 in 1 Small Powered Screwdriver Cordless, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Battery, electronics tool kit for Computer, Laptop, RC, PC, Xbox", "asin": "B0D83F96GY", "price": "$41.99", "quantity": ""},
  {"title": "STREBITO Precision Screwdriver Set 142-Piece Computer Tool Kit Magnetic Screwdriver Set Laptop Screwdriver Kit Electronic Repair Kit Tech Toolkit for PC, Phone, Macbook, Nintendo, PS4, Xbox Controller", "asin": "B0C1GWKZ43", "price": "$27.99", "quantity": ""},
  {"title": "Screwdriver kit 42 in 1 aluminum alloy material, ratchet magnetic, DIY combination flexible shaft, suitable for furniture assembly, electrical repair, bicycle tools, Orange", "asin": "B0CTQVLBS3", "price": "$29.99", "quantity": ""}],
  "ads": [{"title": "XOOL 200 in 1 Precision Screwdriver Kit, Electronics Repair Tool Magnetic Driver Kit with 164 Bits, Flexible Shaft, Extension Rod for Computer, iPhone, Laptop, PC, PS4, Xbox, Nintendo", "asin": "B08PP867XR"}],
  "search_results": [{"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", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "SHOWPIN Precision Computer Screwdriver Set: 122 PCS Electronics Repair Tool Kit with 101 Magnetic Bits for Laptop iPhone PC Tablet PS4 Xbox Switch", "asin": "B0822FS7Z6", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "JOREST 38Pcs Small Precision Screwdriver Set (S2 Steel), Magnetic Screwdriver Set with Torx T5 T6 T8, Mini Repair Tool Kit for Macbook, Computer, Laptop, iPhone, PS4 PS5, Xbox, Switch, Glasses, Watch", "asin": "B09PY8WQHJ", "price": "$10.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Precision Screwdriver Set 49 in 1 SHARDEN Small Screwdriver Set Magnetic Repair Tool Kit for Laptop, iPhone, Cell Phone, PC, MacBook, Tablet, Computer, PS5, PS4, Electronic, Glasses, Watch", "asin": "B0CCTNX9GY", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "iFixit Essential Electronics Toolkit - PC, Laptop, Phone Repair Kit", "asin": "B0964G2Y7S", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Precision Screwdriver Set, Unamela 139 in 1 Computer Repair Tool Kit, Magnetic Screwdriver Kit with 120 Bits Compatible for PC Building, Laptop, MacBook, Tablet, iPhone, PS4, Xbox, Game Console", "asin": "B088CZ2ZL5", "price": "$17.99", "delivery": " Two-Day FREE delivery Sun, Apr 6"},
  {"title": "80 IN 1 Professional Computer Repair Tool Kit, Precision Screwdriver Set with 56 Bits, Magnetic Screwdriver Set for Laptop, PC, MacBook, Tablet, iPhone, PS4, Electronics, Gamer Tech Gifts for Men", "asin": "B074M8NBZQ", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Precision Screwdriver Set, 150 in 1 Electronics Tool Kit with 120 Bits Magnetic Screwdriver Set & 30-bit Tool Set Handy Repair Tool for Computer Phone Watch Camera Laptop, Black", "asin": "B0DD9VH4BR", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Mini Electric Screwdriver Set 155 in 1 Small Powered Screwdriver Cordless, 140 S2 Magnetic Bits, 3 Torque Settings, 650mAh Battery, electronics tool kit for Computer, Laptop, RC, PC, Xbox", "asin": "B0D83F96GY", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit", "asin": "B01GF0KV6G", "price": "$74.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Mako Driver Kit - 64 Precision Bit Set for Electronics Repair", "asin": "B0189YWOIO", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Essential Electronics Toolkit - PC, Laptop, Phone Repair Kit", "asin": "B0964G2Y7S", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "HengTianMei 142 in 1 Precision Screwdriver Set Professional Magnetic Repair Tool Kit for Computer, Laptop, Xbox, Macbook, Game Console (H1128)", "asin": "B0921NTGDJ", "price": "$26.09", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 191-Piece Multi-Bit Screwdriver 1/4 Inch Nut Driver Home Improvement Tool Electronic Repair Kit for Computer, iPhone, Laptop, PC, Cell Phone, PS4, Xbox, Nintendo", "asin": "B099K2QG9T", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "iFixit Moray Driver Kit - 32 Precision Bits for Smartphones, Game Consoles & Small Electronics Repair", "asin": "B08NWKMT8V", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "XOOL 200 in 1 Precision Screwdriver Kit, Electronics Repair Tool Magnetic Driver Kit with 164 Bits, Flexible Shaft, Extension Rod for Computer, iPhone, Laptop, PC, PS4, Xbox, Nintendo", "asin": "B08PP867XR", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "STREBITO Precision Screwdriver Set 124-Piece Electronics Tool Kit with 101 Bits Magnetic Screwdriver Set for Computer, Laptop, Cell Phone, PC, MacBook, iPhone, Nintendo, PS4, PS5, Xbox Repair", "asin": "B0968DG4QR", "price": "$21.99", "delivery": " Two-Day FREE delivery Sun, Apr 6"},
  {"title": "Precision Screwdriver Set, Professional Grade 115 in 1 Magnetic Repair Tool Kit for Electronics, Computer, iPhone, Laptop, Game Console, Watch, Eyeglasses, Modding, and DIY Projects", "asin": "B0BXLWC9LJ", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "iFixit Mahi Driver Kit - Precision Bit Set for General Household Repair", "asin": "B07BMMBKJR", "price": "$39.95", "delivery": "FREE delivery Tue, Apr 8"}]
  <|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": "2025-04-05T05:16:09.331Z", // 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>
  