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": "2025-04-21T17:31:31.756Z", "action": "click_product", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:44.051Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:47:14.846Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-21T17:47:15.006Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:47:47.054Z", "action": "click_product", "action_argument": "B07ZB2QLC2"}
  {"timestamp": "2025-04-21T17:48:08.859Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:20.963Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:41.754Z", "action": "click_product", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:50:44.976Z", "action": "purchase", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "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": ""}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD \u5e73\u79fb/\u503e\u659c Wi-Fi \u6444\u50cf\u5934 | Apple HomeKit | \u7269\u7406\u9690\u79c1\u6a21\u5f0f | \u5f69\u8272\u591c\u89c6 | \u8fd0\u52a8\u8ffd\u8e2a | \u53cc\u5411\u97f3\u9891 | \u672c\u5730/\u4e91\u5b58\u50a8 | \u517c\u5bb9 Alexa \u548c Google Home | \uff08Tapo C225\uff09", "asin": "B0CHM81YY4", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
  {"title": "TP-Link Tapo Matter \u652f\u6301\u667a\u80fd\u63d2\u5934\u8ff7\u4f60\uff0c\u7d27\u51d1\u8bbe\u8ba1\uff0c\u6700\u5927 15A/1800W\uff0c\u8d85\u7ea7\u6613\u4e8e\u8bbe\u7f6e\uff0c\u9002\u7528\u4e8e Apple Home\u3001Alexa \u548c Google Home\uff0cUL \u8ba4\u8bc1\uff0c\u4ec5 2.4G Wi-Fi\uff0c\u767d\u8272\uff0cTapo P125M\uff083 \u4ef6\u88c5\uff09", "asin": "B0BXMNJDW3", "price": "20.33 \u7f8e\u5143", "quantity": "1"},
  {"title": "Command 20 \u78c5 XL \u52a0\u539a\u6302\u753b\u6761 16 \u5bf9\uff0832 \u6761 Command \u6761\uff09\uff0c\u9632\u635f\u6302\u753b\u67b6\uff0c\u7528\u4e8e\u5bb6\u5c45\u88c5\u9970\u7684\u91cd\u578b\u58c1\u6302\u6761\uff0c\u767d\u8272\u7c98\u5408\u6761", "asin": "B0B3SR5M71", "price": "11.99\u7f8e\u5143", "quantity": "1"},
  {"title": "Command \u591a\u6837\u5957\u88c5\uff0c\u5305\u542b 10 \u5bf9\u6302\u753b\u6761\u30016 \u4e2a\u7ebf\u94a9\u548c 8 \u4e2a\u5b9e\u7528\u6302\u94a9\uff0c\u7528\u4e8e\u60ac\u6302\u3001\u6574\u7406\u548c\u5b58\u50a8\uff0c\u53ef\u65e0\u635f\u60ac\u6302\u591a\u8fbe 19 \u4ef6\u7269\u54c1\uff0c1 \u5957", "asin": "B07712H557", "price": "13.89\u7f8e\u5143", "quantity": "1"},
  {"title": "LaRibbons 15 \u4ef6\u4e09\u89d2\u5f62\u7c97\u9ebb\u5e03\u6a2a\u5e45\uff0c5x7.5 \u82f1\u5bf8 20.5 \u82f1\u5c3a\u7c97\u9ebb\u5e03\u4e09\u89d2\u65d7\u6a2a\u5e45\u65d7\u5e1c\uff0c\u9002\u7528\u4e8e\u6d3e\u5bf9\u3001\u5a74\u513f\u6d17\u793c\u751f\u65e5\u5a5a\u793c\u548c\u6bd5\u4e1a\u5178\u793c", "asin": "B0DLNQ6PT5", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "EuTengHao 43 \u4ef6\u9690\u5f62\u9489\u5b50\u5899\u94a9\u65e0\u75d5\u753b\u94a9\u65e0\u75d5\u7167\u7247\u6302\u94a9\u786c\u5899\u5e72\u5899\u753b\u94a9\u591a\u529f\u80fd\u91cd\u578b\u753b\u6846\u827a\u672f\u753b\u94a9\uff0835 \u78c5\uff0c6 \u79cd\u7c7b\u578b\uff09", "asin": "B07F2CZD6M", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u5927\u578b\u516c\u544a\u677f 48x36 \u82f1\u5bf8\u3001\u5899\u58c1\u516c\u544a\u677f\u3001\u88c5\u9970\u6027\u56fe\u7247\u5c55\u793a\u9489\u677f\u3001\u53ef\u6298\u53e0\u6728\u6846\u6bdb\u6be1\u677f\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u5b66\u6821\u529e\u516c\u5ba4\u88c5\u9970\u3002", "asin": "B0DHRXZ2CK", "price": "48.99\u7f8e\u5143", "quantity": "1"},
  {"title": "ManGuish 2 \u4ef6\u5957\u63a7\u5236\u53f0\u6c99\u53d1\u684c\uff0c\u5e26\u7535\u6e90\u63d2\u5ea7\uff0c94.4 \u82f1\u5bf8\u957f x 5.9 \u82f1\u5bf8\u5bbd x 31.8 \u82f1\u5bf8\u9ad8\uff0c\u957f\u6c99\u53d1\u684c\u5e26\u91d1\u5c5e\u6846\u67b6\u548c\u5e26\u5ef6\u957f\u7ebf\u7684\u5145\u7535\u7ad9\uff0c\u6c99\u53d1\u684c\u540e\uff0c\u4e61\u6751\u68d5\u8272", "asin": "B0DF25TNCG", "price": "99.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "SUPTEC \u901a\u7528\u5439\u98ce\u673a\u652f\u67b6\uff0c\u5439\u98ce\u673a\u6302\u67b6\u58c1\u6302\u5f0f\u5439\u98ce\u673a\u6302\u94a9\uff0c\u5e26\u63d2\u5934\u548c\u7535\u7ebf\u6574\u7406\u5668\uff0c\u81ea\u7c98\u5f0f\uff0c\u9002\u7528\u4e8e\u6d74\u5ba4\u67dc\uff081 \u5305\u767d\u8272\uff09", "asin": "B09SPX24CL", "price": "7.49 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u534e\u7855 ROG Loki SFX-L 1200W \u949b\u91d1 PC \u7535\u6e90\uff08\u6a21\u5757\u5316\u300180+ \u949b\u91d1\u3001135mm PWM \u8f74\u6d41\u98ce\u6247\u3001Aura Sync RGB\u3001ATX 3.0\u3001PCIe 5.0 \u5c31\u7eea\uff09", "asin": "B0CSFT73DH", "price": "328.46 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u4e09\u661f 990 PRO \u7cfb\u5217 - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 \u5185\u7f6e SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "169.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "ThxToms ESD \u9632\u9759\u7535\u624b\u5957\uff0c\u9ad8\u5f3a\u5ea6\u78b3\u7ea4\u7ef4\u7535\u8111\u624b\u5957\uff0c\u5927\u53f7\uff0c1 \u53cc", "asin": "B01DP6RQYI", "price": "6.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "STREBITO Electronics \u7cbe\u5bc6\u87ba\u4e1d\u5200\u5957\u88c5 142 \u4ef6\u5957\uff0c\u542b 120 \u4f4d\u78c1\u6027\u7ef4\u4fee\u5de5\u5177\u5957\u4ef6\uff0c\u9002\u7528\u4e8e iPhone\u3001MacBook\u3001\u7535\u8111\u3001\u7b14\u8bb0\u672c\u7535\u8111\u3001PC\u3001\u5e73\u677f\u7535\u8111\u3001PS4\u3001Xbox\u3001\u4efb\u5929\u5802\u3001\u6e38\u620f\u673a", "asin": "B08SGM6F79", "price": "23.79 \u7f8e\u5143", "quantity": "1"},
  {"title": "Noctua 360mm AIO \u5347\u7ea7\u5305\uff083 \u4e2a NF-A12x25 PWM chromax.Black.swap 120mm \u98ce\u6247\u4ee5\u53ca 1 \u4e2a NT-H2 \u5bfc\u70ed\u818f\uff09", "asin": "B09J91SVLF", "price": "106.95 \u7f8e\u5143"}],
  "product_details": [{"asin": "B0DHRXZ2CK"},
  {"title": "\u5927\u578b\u516c\u544a\u677f 48x36 \u82f1\u5bf8\u3001\u5899\u58c1\u516c\u544a\u677f\u3001\u88c5\u9970\u6027\u56fe\u7247\u5c55\u793a\u9489\u677f\u3001\u53ef\u6298\u53e0\u6728\u6846\u6bdb\u6be1\u677f\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u5b66\u6821\u529e\u516c\u5ba4\u88c5\u9970\u3002"},
  {"price": "48\u7f8e\u5143\u300299"},
  {"bullet_list": "\u3010 Oversized Bulletin Board\u3011Felt board size is 48'' X 36'' The thickness is 0.7 \" ( 1.3 cm), Package Includes: 20 cork nails, 4 screws, 4 eye bolt, 2 hanging loops.Suitable for home,office,school,living room,kitchen and any other place,Perfect framed Felt board for vision board or a message board. \u3010High-density Felt board\u3011Felt Board is made of polyester fiber,Multi-function Decoration,lightweight,eco-friendly,they are safe and odorless, It won't deform in humid air.easy to maintain, durable,With a thickness of up to 0.4 inches can hold your pins firmly in place without falling off. \u3010Easy Installation\u3011Two installation methods,You can install it vertically or horizontally as you like,Easy installation saves you effort and time,No need to use many installation tools,The board is equipped with installation hardware,Height of the suspension is freely decided.It is a good choice to be your poster board or vision board. \u3010Wide Application\u3011our multifunctional bulletin board easily blend into your daily life.You can use hang pendants,keys and earrings.planning schedules,chores organization,fridge,dorm,kitchen,child room,door or any other place. It can help show map,notes,photos,messages,pictures,daily plans,memos,and calendars,sticker,menus,reminders,etc. \u3010Oversized & Foldable Design\u3011The felt board used a half-cut folding design on the back, while maintaining a large displaying area of 48 x 36 inches , sturdy and durable, foldable design for saving a space and more reliable transit."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"<font style=\"vertical-align inherit;\"><font style=\"vertical-align inherit;\">\u5c3a\u5bf8\uff1a</font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">48\u82f1\u5bf8 x 36\u82f1\u5bf8</font></font>"},
  {"<font style=\"vertical-align inherit;\"><font style=\"vertical-align inherit;\">\u989c\u8272\uff1a        </font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">\u68d5\u8272</font></font>"}],
  "promotion_items": [{"title": "Large Bulletin Board, 72x48 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Black", "asin": "B0DGGR5579", "price": "$85.99", "quantity": ""},
  {"title": "Foldable Large Bulletin Board, 72x48 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Khaki", "asin": "B0D2J6G75P", "price": "$79.99", "quantity": ""},
  {"title": "Foldable Large Bulletin Board, 60x36 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Khaki", "asin": "B0D2J6GXVC", "price": "$59.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 inches Felt Board - Decorative Pin Board, Cork Board Alternative for Wall, 3' x 2' Foldable Picture Board Self-Adhesive Vision Board Prayer Board with 20 Pushpins - Oatmeal", "asin": "B0D3QTM8QD", "price": "$35.99", "quantity": ""},
  {"title": "WALLHERO Large Cork Board Alternative | 15 Pack | Sizing Up to 59\u201dx36\u201d Felt Wall Tiles, Large Cork Boards for Walls, Corkboard for Office, Cork Board Tiles, Pin Boards for Walls (Gray Black)", "asin": "B0D4644DFW", "price": "$34.95", "quantity": ""},
  {"title": "YODOYO Large Cork Board Alternative for Office 15 Pack Felt Bulletin Boards Dart Wall Protectors 60\u00d735 Inch", "asin": "B0D129656Z", "price": "$29.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 Inches Felt Pin Board - Decorative Cork Alternative for Wall, 3' x 2' Foldable Picture Self-Adhesive Vision Prayer Board With 20 Pushpins - Gray", "asin": "B0D3QQY1M8", "price": "$35.99", "quantity": ""},
  {"title": "Large Cork Board Alternative for Office 15 Pack Felt Bulletin Boards Dart Wall Prot...", "asin": "B0D129656Z", "price": "$29.99", "quantity": ""},
  {"title": "Large Bulletin Board - 60 x 36 Inches, Decorative Felt Pin Board for Wall - 5' x 3'...", "asin": "B0CSPK1VR6", "price": "$76.49", "quantity": ""},
  {"title": "Cork Boards Bulletin Board 48'' X 32'' Corkboard for Walls Decorative Hanging Pin Board", "asin": "B0CZNMF31Q", "price": "$69.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 Inches Felt Pin Board - Decorative Cork Alternative for Wal...", "asin": "B0D3QQY1M8", "price": "$35.99", "quantity": ""},
  {"title": "\u53ef\u6298\u53e0\u5927\u578b\u516c\u544a\u677f\uff0c72x48 \u82f1\u5bf8\u8f6f\u6728\u677f\u66ff\u4ee3\u54c1\uff0c\u5927\u578b\u6bdb\u6be1\u677f...", "asin": "B0D2J6G75P", "price": "$79.99", "quantity": ""},
  {"title": "\u5927\u578b\u516c\u544a\u677f\uff0c\u53ef\u6298\u53e0 72x48 \u82f1\u5bf8\u8f6f\u6728\u677f\u66ff\u4ee3\u54c1\uff0c\u5927\u578b\u6bdb\u6be1\u677f...", "asin": "B0DGGQJ53C", "price": "$79.99", "quantity": ""},
  {"title": "\u5927\u578b\u516c\u544a\u677f - 48 x 36 \u82f1\u5bf8\uff0c\u5899\u58c1\u88c5\u9970\u6be1\u9489\u677f - 4' x 3'...", "asin": "B0CSPS663N", "price": "$43.49", "quantity": ""},
  {"title": "Clear Thumb Tacks for Wall 100- Pack - Clear Plastic Head Thumbtacks with Steel Point - Push Pins for Bulletin Board, Corkboard, Map, Calendar, Photo, Home Office, and Craft Projects", "asin": "B0D828QQJM", "price": "$4.29", "quantity": ""},
  {"title": "120-Pack Push Pins for Bulletin Board, Thumb Tacks with Clear Plastic Tip and Steel Tip, Portable and Durable Wall Tacks Suitable for Cork Board, Office and Daily Life", "asin": "B0BYSSBP38", "price": "$3.99", "quantity": ""},
  {"title": "Amazon Basics Rectangular Plastic Desk Organizer, letter size Tray, 2-Pack, 9.7 x 2.2 x 13 inches, Black", "asin": "B07RY2ZY4V", "price": "$14.84", "quantity": ""},
  {"title": "N'Joy Sugar Canister | 20 Ounce, Pack of 6 | 100% Pure Granulated Sugar| Easy Pour Lid, Bulk Size", "asin": "B0017TMTFM", "price": "$26.42", "quantity": ""},
  {"title": "Dry Erase Surface Cleaner, 8oz Spray Bottle [Set of 4]", "asin": "B07N8FGLX4", "price": "$19.75", "quantity": ""},
  {"title": "Lockways White Board Dry Erase Board 48 x 36 Inch, Magnetic Whiteboard 4 x 3, Silver Aluminium Frame, Set Including 1 Detachable Aluminum Marker Tray, 3 Dry Erase Markers, 8 Magnets", "asin": "B06XC9SMVN", "price": "$69.99", "quantity": ""},
  {"title": "XBoard Magnetic Dry Erase Whiteboard 48 x 36 Inch, 4' x 3' Premium White Board for Wall with Marker Tray, Silver Aluminum Frame Presentation Board for Home Office Classroom", "asin": "085bec3e", "price": "$69.98", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T03:38:11.375Z", // 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": "2025-04-21T17:31:31.756Z", "action": "click_product", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:44.051Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:47:14.846Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-21T17:47:15.006Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:47:47.054Z", "action": "click_product", "action_argument": "B07ZB2QLC2"}
  {"timestamp": "2025-04-21T17:48:08.859Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:20.963Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:41.754Z", "action": "click_product", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:50:44.976Z", "action": "purchase", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "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": ""}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD \u5e73\u79fb/\u503e\u659c Wi-Fi \u6444\u50cf\u5934 | Apple HomeKit | \u7269\u7406\u9690\u79c1\u6a21\u5f0f | \u5f69\u8272\u591c\u89c6 | \u8fd0\u52a8\u8ffd\u8e2a | \u53cc\u5411\u97f3\u9891 | \u672c\u5730/\u4e91\u5b58\u50a8 | \u517c\u5bb9 Alexa \u548c Google Home | \uff08Tapo C225\uff09", "asin": "B0CHM81YY4", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
  {"title": "TP-Link Tapo Matter \u652f\u6301\u667a\u80fd\u63d2\u5934\u8ff7\u4f60\uff0c\u7d27\u51d1\u8bbe\u8ba1\uff0c\u6700\u5927 15A/1800W\uff0c\u8d85\u7ea7\u6613\u4e8e\u8bbe\u7f6e\uff0c\u9002\u7528\u4e8e Apple Home\u3001Alexa \u548c Google Home\uff0cUL \u8ba4\u8bc1\uff0c\u4ec5 2.4G Wi-Fi\uff0c\u767d\u8272\uff0cTapo P125M\uff083 \u4ef6\u88c5\uff09", "asin": "B0BXMNJDW3", "price": "20.33 \u7f8e\u5143", "quantity": "1"},
  {"title": "Command 20 \u78c5 XL \u52a0\u539a\u6302\u753b\u6761 16 \u5bf9\uff0832 \u6761 Command \u6761\uff09\uff0c\u9632\u635f\u6302\u753b\u67b6\uff0c\u7528\u4e8e\u5bb6\u5c45\u88c5\u9970\u7684\u91cd\u578b\u58c1\u6302\u6761\uff0c\u767d\u8272\u7c98\u5408\u6761", "asin": "B0B3SR5M71", "price": "11.99\u7f8e\u5143", "quantity": "1"},
  {"title": "Command \u591a\u6837\u5957\u88c5\uff0c\u5305\u542b 10 \u5bf9\u6302\u753b\u6761\u30016 \u4e2a\u7ebf\u94a9\u548c 8 \u4e2a\u5b9e\u7528\u6302\u94a9\uff0c\u7528\u4e8e\u60ac\u6302\u3001\u6574\u7406\u548c\u5b58\u50a8\uff0c\u53ef\u65e0\u635f\u60ac\u6302\u591a\u8fbe 19 \u4ef6\u7269\u54c1\uff0c1 \u5957", "asin": "B07712H557", "price": "13.89\u7f8e\u5143", "quantity": "1"},
  {"title": "LaRibbons 15 \u4ef6\u4e09\u89d2\u5f62\u7c97\u9ebb\u5e03\u6a2a\u5e45\uff0c5x7.5 \u82f1\u5bf8 20.5 \u82f1\u5c3a\u7c97\u9ebb\u5e03\u4e09\u89d2\u65d7\u6a2a\u5e45\u65d7\u5e1c\uff0c\u9002\u7528\u4e8e\u6d3e\u5bf9\u3001\u5a74\u513f\u6d17\u793c\u751f\u65e5\u5a5a\u793c\u548c\u6bd5\u4e1a\u5178\u793c", "asin": "B0DLNQ6PT5", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "EuTengHao 43 \u4ef6\u9690\u5f62\u9489\u5b50\u5899\u94a9\u65e0\u75d5\u753b\u94a9\u65e0\u75d5\u7167\u7247\u6302\u94a9\u786c\u5899\u5e72\u5899\u753b\u94a9\u591a\u529f\u80fd\u91cd\u578b\u753b\u6846\u827a\u672f\u753b\u94a9\uff0835 \u78c5\uff0c6 \u79cd\u7c7b\u578b\uff09", "asin": "B07F2CZD6M", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u5927\u578b\u516c\u544a\u677f 48x36 \u82f1\u5bf8\u3001\u5899\u58c1\u516c\u544a\u677f\u3001\u88c5\u9970\u6027\u56fe\u7247\u5c55\u793a\u9489\u677f\u3001\u53ef\u6298\u53e0\u6728\u6846\u6bdb\u6be1\u677f\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u5b66\u6821\u529e\u516c\u5ba4\u88c5\u9970\u3002", "asin": "B0DHRXZ2CK", "price": "48.99\u7f8e\u5143", "quantity": "1"},
  {"title": "ManGuish 2 \u4ef6\u5957\u63a7\u5236\u53f0\u6c99\u53d1\u684c\uff0c\u5e26\u7535\u6e90\u63d2\u5ea7\uff0c94.4 \u82f1\u5bf8\u957f x 5.9 \u82f1\u5bf8\u5bbd x 31.8 \u82f1\u5bf8\u9ad8\uff0c\u957f\u6c99\u53d1\u684c\u5e26\u91d1\u5c5e\u6846\u67b6\u548c\u5e26\u5ef6\u957f\u7ebf\u7684\u5145\u7535\u7ad9\uff0c\u6c99\u53d1\u684c\u540e\uff0c\u4e61\u6751\u68d5\u8272", "asin": "B0DF25TNCG", "price": "99.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "SUPTEC \u901a\u7528\u5439\u98ce\u673a\u652f\u67b6\uff0c\u5439\u98ce\u673a\u6302\u67b6\u58c1\u6302\u5f0f\u5439\u98ce\u673a\u6302\u94a9\uff0c\u5e26\u63d2\u5934\u548c\u7535\u7ebf\u6574\u7406\u5668\uff0c\u81ea\u7c98\u5f0f\uff0c\u9002\u7528\u4e8e\u6d74\u5ba4\u67dc\uff081 \u5305\u767d\u8272\uff09", "asin": "B09SPX24CL", "price": "7.49 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u534e\u7855 ROG Loki SFX-L 1200W \u949b\u91d1 PC \u7535\u6e90\uff08\u6a21\u5757\u5316\u300180+ \u949b\u91d1\u3001135mm PWM \u8f74\u6d41\u98ce\u6247\u3001Aura Sync RGB\u3001ATX 3.0\u3001PCIe 5.0 \u5c31\u7eea\uff09", "asin": "B0CSFT73DH", "price": "328.46 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u4e09\u661f 990 PRO \u7cfb\u5217 - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 \u5185\u7f6e SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "169.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "ThxToms ESD \u9632\u9759\u7535\u624b\u5957\uff0c\u9ad8\u5f3a\u5ea6\u78b3\u7ea4\u7ef4\u7535\u8111\u624b\u5957\uff0c\u5927\u53f7\uff0c1 \u53cc", "asin": "B01DP6RQYI", "price": "6.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "STREBITO Electronics \u7cbe\u5bc6\u87ba\u4e1d\u5200\u5957\u88c5 142 \u4ef6\u5957\uff0c\u542b 120 \u4f4d\u78c1\u6027\u7ef4\u4fee\u5de5\u5177\u5957\u4ef6\uff0c\u9002\u7528\u4e8e iPhone\u3001MacBook\u3001\u7535\u8111\u3001\u7b14\u8bb0\u672c\u7535\u8111\u3001PC\u3001\u5e73\u677f\u7535\u8111\u3001PS4\u3001Xbox\u3001\u4efb\u5929\u5802\u3001\u6e38\u620f\u673a", "asin": "B08SGM6F79", "price": "23.79 \u7f8e\u5143", "quantity": "1"},
  {"title": "Noctua 360mm AIO \u5347\u7ea7\u5305\uff083 \u4e2a NF-A12x25 PWM chromax.Black.swap 120mm \u98ce\u6247\u4ee5\u53ca 1 \u4e2a NT-H2 \u5bfc\u70ed\u818f\uff09", "asin": "B09J91SVLF", "price": "106.95 \u7f8e\u5143"}],
  "product_details": [{"asin": "B0DHRXZ2CK"},
  {"title": "\u5927\u578b\u516c\u544a\u677f 48x36 \u82f1\u5bf8\u3001\u5899\u58c1\u516c\u544a\u677f\u3001\u88c5\u9970\u6027\u56fe\u7247\u5c55\u793a\u9489\u677f\u3001\u53ef\u6298\u53e0\u6728\u6846\u6bdb\u6be1\u677f\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u5b66\u6821\u529e\u516c\u5ba4\u88c5\u9970\u3002"},
  {"price": "48\u7f8e\u5143\u300299"},
  {"bullet_list": "\u3010 Oversized Bulletin Board\u3011Felt board size is 48'' X 36'' The thickness is 0.7 \" ( 1.3 cm), Package Includes: 20 cork nails, 4 screws, 4 eye bolt, 2 hanging loops.Suitable for home,office,school,living room,kitchen and any other place,Perfect framed Felt board for vision board or a message board. \u3010High-density Felt board\u3011Felt Board is made of polyester fiber,Multi-function Decoration,lightweight,eco-friendly,they are safe and odorless, It won't deform in humid air.easy to maintain, durable,With a thickness of up to 0.4 inches can hold your pins firmly in place without falling off. \u3010Easy Installation\u3011Two installation methods,You can install it vertically or horizontally as you like,Easy installation saves you effort and time,No need to use many installation tools,The board is equipped with installation hardware,Height of the suspension is freely decided.It is a good choice to be your poster board or vision board. \u3010Wide Application\u3011our multifunctional bulletin board easily blend into your daily life.You can use hang pendants,keys and earrings.planning schedules,chores organization,fridge,dorm,kitchen,child room,door or any other place. It can help show map,notes,photos,messages,pictures,daily plans,memos,and calendars,sticker,menus,reminders,etc. \u3010Oversized & Foldable Design\u3011The felt board used a half-cut folding design on the back, while maintaining a large displaying area of 48 x 36 inches , sturdy and durable, foldable design for saving a space and more reliable transit."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"<font style=\"vertical-align inherit;\"><font style=\"vertical-align inherit;\">\u5c3a\u5bf8\uff1a</font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">48\u82f1\u5bf8 x 36\u82f1\u5bf8</font></font>"},
  {"<font style=\"vertical-align inherit;\"><font style=\"vertical-align inherit;\">\u989c\u8272\uff1a        </font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">\u68d5\u8272</font></font>"}],
  "promotion_items": [{"title": "Large Bulletin Board, 72x48 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Black", "asin": "B0DGGR5579", "price": "$85.99", "quantity": ""},
  {"title": "Foldable Large Bulletin Board, 72x48 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Khaki", "asin": "B0D2J6G75P", "price": "$79.99", "quantity": ""},
  {"title": "Foldable Large Bulletin Board, 60x36 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Khaki", "asin": "B0D2J6GXVC", "price": "$59.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 inches Felt Board - Decorative Pin Board, Cork Board Alternative for Wall, 3' x 2' Foldable Picture Board Self-Adhesive Vision Board Prayer Board with 20 Pushpins - Oatmeal", "asin": "B0D3QTM8QD", "price": "$35.99", "quantity": ""},
  {"title": "WALLHERO Large Cork Board Alternative | 15 Pack | Sizing Up to 59\u201dx36\u201d Felt Wall Tiles, Large Cork Boards for Walls, Corkboard for Office, Cork Board Tiles, Pin Boards for Walls (Gray Black)", "asin": "B0D4644DFW", "price": "$34.95", "quantity": ""},
  {"title": "YODOYO Large Cork Board Alternative for Office 15 Pack Felt Bulletin Boards Dart Wall Protectors 60\u00d735 Inch", "asin": "B0D129656Z", "price": "$29.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 Inches Felt Pin Board - Decorative Cork Alternative for Wall, 3' x 2' Foldable Picture Self-Adhesive Vision Prayer Board With 20 Pushpins - Gray", "asin": "B0D3QQY1M8", "price": "$35.99", "quantity": ""},
  {"title": "Large Cork Board Alternative for Office 15 Pack Felt Bulletin Boards Dart Wall Prot...", "asin": "B0D129656Z", "price": "$29.99", "quantity": ""},
  {"title": "Large Bulletin Board - 60 x 36 Inches, Decorative Felt Pin Board for Wall - 5' x 3'...", "asin": "B0CSPK1VR6", "price": "$76.49", "quantity": ""},
  {"title": "Cork Boards Bulletin Board 48'' X 32'' Corkboard for Walls Decorative Hanging Pin Board", "asin": "B0CZNMF31Q", "price": "$69.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 Inches Felt Pin Board - Decorative Cork Alternative for Wal...", "asin": "B0D3QQY1M8", "price": "$35.99", "quantity": ""},
  {"title": "\u53ef\u6298\u53e0\u5927\u578b\u516c\u544a\u677f\uff0c72x48 \u82f1\u5bf8\u8f6f\u6728\u677f\u66ff\u4ee3\u54c1\uff0c\u5927\u578b\u6bdb\u6be1\u677f...", "asin": "B0D2J6G75P", "price": "$79.99", "quantity": ""},
  {"title": "\u5927\u578b\u516c\u544a\u677f\uff0c\u53ef\u6298\u53e0 72x48 \u82f1\u5bf8\u8f6f\u6728\u677f\u66ff\u4ee3\u54c1\uff0c\u5927\u578b\u6bdb\u6be1\u677f...", "asin": "B0DGGQJ53C", "price": "$79.99", "quantity": ""},
  {"title": "\u5927\u578b\u516c\u544a\u677f - 48 x 36 \u82f1\u5bf8\uff0c\u5899\u58c1\u88c5\u9970\u6be1\u9489\u677f - 4' x 3'...", "asin": "B0CSPS663N", "price": "$43.49", "quantity": ""},
  {"title": "Clear Thumb Tacks for Wall 100- Pack - Clear Plastic Head Thumbtacks with Steel Point - Push Pins for Bulletin Board, Corkboard, Map, Calendar, Photo, Home Office, and Craft Projects", "asin": "B0D828QQJM", "price": "$4.29", "quantity": ""},
  {"title": "120-Pack Push Pins for Bulletin Board, Thumb Tacks with Clear Plastic Tip and Steel Tip, Portable and Durable Wall Tacks Suitable for Cork Board, Office and Daily Life", "asin": "B0BYSSBP38", "price": "$3.99", "quantity": ""},
  {"title": "Amazon Basics Rectangular Plastic Desk Organizer, letter size Tray, 2-Pack, 9.7 x 2.2 x 13 inches, Black", "asin": "B07RY2ZY4V", "price": "$14.84", "quantity": ""},
  {"title": "N'Joy Sugar Canister | 20 Ounce, Pack of 6 | 100% Pure Granulated Sugar| Easy Pour Lid, Bulk Size", "asin": "B0017TMTFM", "price": "$26.42", "quantity": ""},
  {"title": "Dry Erase Surface Cleaner, 8oz Spray Bottle [Set of 4]", "asin": "B07N8FGLX4", "price": "$19.75", "quantity": ""},
  {"title": "Lockways White Board Dry Erase Board 48 x 36 Inch, Magnetic Whiteboard 4 x 3, Silver Aluminium Frame, Set Including 1 Detachable Aluminum Marker Tray, 3 Dry Erase Markers, 8 Magnets", "asin": "B06XC9SMVN", "price": "$69.99", "quantity": ""},
  {"title": "XBoard Magnetic Dry Erase Whiteboard 48 x 36 Inch, 4' x 3' Premium White Board for Wall with Marker Tray, Silver Aluminum Frame Presentation Board for Home Office Classroom", "asin": "085bec3e", "price": "$69.98", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T03:38:11.375Z", // 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": "2025-04-21T17:31:31.756Z", "action": "click_product", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:44.051Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:47:14.846Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-21T17:47:15.006Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:47:47.054Z", "action": "click_product", "action_argument": "B07ZB2QLC2"}
  {"timestamp": "2025-04-21T17:48:08.859Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:20.963Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:41.754Z", "action": "click_product", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:50:44.976Z", "action": "purchase", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "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": ""}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD \u5e73\u79fb/\u503e\u659c Wi-Fi \u6444\u50cf\u5934 | Apple HomeKit | \u7269\u7406\u9690\u79c1\u6a21\u5f0f | \u5f69\u8272\u591c\u89c6 | \u8fd0\u52a8\u8ffd\u8e2a | \u53cc\u5411\u97f3\u9891 | \u672c\u5730/\u4e91\u5b58\u50a8 | \u517c\u5bb9 Alexa \u548c Google Home | \uff08Tapo C225\uff09", "asin": "B0CHM81YY4", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
  {"title": "TP-Link Tapo Matter \u652f\u6301\u667a\u80fd\u63d2\u5934\u8ff7\u4f60\uff0c\u7d27\u51d1\u8bbe\u8ba1\uff0c\u6700\u5927 15A/1800W\uff0c\u8d85\u7ea7\u6613\u4e8e\u8bbe\u7f6e\uff0c\u9002\u7528\u4e8e Apple Home\u3001Alexa \u548c Google Home\uff0cUL \u8ba4\u8bc1\uff0c\u4ec5 2.4G Wi-Fi\uff0c\u767d\u8272\uff0cTapo P125M\uff083 \u4ef6\u88c5\uff09", "asin": "B0BXMNJDW3", "price": "20.33 \u7f8e\u5143", "quantity": "1"},
  {"title": "Command 20 \u78c5 XL \u52a0\u539a\u6302\u753b\u6761 16 \u5bf9\uff0832 \u6761 Command \u6761\uff09\uff0c\u9632\u635f\u6302\u753b\u67b6\uff0c\u7528\u4e8e\u5bb6\u5c45\u88c5\u9970\u7684\u91cd\u578b\u58c1\u6302\u6761\uff0c\u767d\u8272\u7c98\u5408\u6761", "asin": "B0B3SR5M71", "price": "11.99\u7f8e\u5143", "quantity": "1"},
  {"title": "Command \u591a\u6837\u5957\u88c5\uff0c\u5305\u542b 10 \u5bf9\u6302\u753b\u6761\u30016 \u4e2a\u7ebf\u94a9\u548c 8 \u4e2a\u5b9e\u7528\u6302\u94a9\uff0c\u7528\u4e8e\u60ac\u6302\u3001\u6574\u7406\u548c\u5b58\u50a8\uff0c\u53ef\u65e0\u635f\u60ac\u6302\u591a\u8fbe 19 \u4ef6\u7269\u54c1\uff0c1 \u5957", "asin": "B07712H557", "price": "13.89\u7f8e\u5143", "quantity": "1"},
  {"title": "LaRibbons 15 \u4ef6\u4e09\u89d2\u5f62\u7c97\u9ebb\u5e03\u6a2a\u5e45\uff0c5x7.5 \u82f1\u5bf8 20.5 \u82f1\u5c3a\u7c97\u9ebb\u5e03\u4e09\u89d2\u65d7\u6a2a\u5e45\u65d7\u5e1c\uff0c\u9002\u7528\u4e8e\u6d3e\u5bf9\u3001\u5a74\u513f\u6d17\u793c\u751f\u65e5\u5a5a\u793c\u548c\u6bd5\u4e1a\u5178\u793c", "asin": "B0DLNQ6PT5", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "EuTengHao 43 \u4ef6\u9690\u5f62\u9489\u5b50\u5899\u94a9\u65e0\u75d5\u753b\u94a9\u65e0\u75d5\u7167\u7247\u6302\u94a9\u786c\u5899\u5e72\u5899\u753b\u94a9\u591a\u529f\u80fd\u91cd\u578b\u753b\u6846\u827a\u672f\u753b\u94a9\uff0835 \u78c5\uff0c6 \u79cd\u7c7b\u578b\uff09", "asin": "B07F2CZD6M", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u5927\u578b\u516c\u544a\u677f 48x36 \u82f1\u5bf8\u3001\u5899\u58c1\u516c\u544a\u677f\u3001\u88c5\u9970\u6027\u56fe\u7247\u5c55\u793a\u9489\u677f\u3001\u53ef\u6298\u53e0\u6728\u6846\u6bdb\u6be1\u677f\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u5b66\u6821\u529e\u516c\u5ba4\u88c5\u9970\u3002", "asin": "B0DHRXZ2CK", "price": "48.99\u7f8e\u5143", "quantity": "1"},
  {"title": "ManGuish 2 \u4ef6\u5957\u63a7\u5236\u53f0\u6c99\u53d1\u684c\uff0c\u5e26\u7535\u6e90\u63d2\u5ea7\uff0c94.4 \u82f1\u5bf8\u957f x 5.9 \u82f1\u5bf8\u5bbd x 31.8 \u82f1\u5bf8\u9ad8\uff0c\u957f\u6c99\u53d1\u684c\u5e26\u91d1\u5c5e\u6846\u67b6\u548c\u5e26\u5ef6\u957f\u7ebf\u7684\u5145\u7535\u7ad9\uff0c\u6c99\u53d1\u684c\u540e\uff0c\u4e61\u6751\u68d5\u8272", "asin": "B0DF25TNCG", "price": "99.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "SUPTEC \u901a\u7528\u5439\u98ce\u673a\u652f\u67b6\uff0c\u5439\u98ce\u673a\u6302\u67b6\u58c1\u6302\u5f0f\u5439\u98ce\u673a\u6302\u94a9\uff0c\u5e26\u63d2\u5934\u548c\u7535\u7ebf\u6574\u7406\u5668\uff0c\u81ea\u7c98\u5f0f\uff0c\u9002\u7528\u4e8e\u6d74\u5ba4\u67dc\uff081 \u5305\u767d\u8272\uff09", "asin": "B09SPX24CL", "price": "7.49 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u534e\u7855 ROG Loki SFX-L 1200W \u949b\u91d1 PC \u7535\u6e90\uff08\u6a21\u5757\u5316\u300180+ \u949b\u91d1\u3001135mm PWM \u8f74\u6d41\u98ce\u6247\u3001Aura Sync RGB\u3001ATX 3.0\u3001PCIe 5.0 \u5c31\u7eea\uff09", "asin": "B0CSFT73DH", "price": "328.46 \u7f8e\u5143", "quantity": "1"},
  {"title": "\u4e09\u661f 990 PRO \u7cfb\u5217 - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 \u5185\u7f6e SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "169.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "ThxToms ESD \u9632\u9759\u7535\u624b\u5957\uff0c\u9ad8\u5f3a\u5ea6\u78b3\u7ea4\u7ef4\u7535\u8111\u624b\u5957\uff0c\u5927\u53f7\uff0c1 \u53cc", "asin": "B01DP6RQYI", "price": "6.99 \u7f8e\u5143", "quantity": "1"},
  {"title": "STREBITO Electronics \u7cbe\u5bc6\u87ba\u4e1d\u5200\u5957\u88c5 142 \u4ef6\u5957\uff0c\u542b 120 \u4f4d\u78c1\u6027\u7ef4\u4fee\u5de5\u5177\u5957\u4ef6\uff0c\u9002\u7528\u4e8e iPhone\u3001MacBook\u3001\u7535\u8111\u3001\u7b14\u8bb0\u672c\u7535\u8111\u3001PC\u3001\u5e73\u677f\u7535\u8111\u3001PS4\u3001Xbox\u3001\u4efb\u5929\u5802\u3001\u6e38\u620f\u673a", "asin": "B08SGM6F79", "price": "23.79 \u7f8e\u5143", "quantity": "1"},
  {"title": "Noctua 360mm AIO \u5347\u7ea7\u5305\uff083 \u4e2a NF-A12x25 PWM chromax.Black.swap 120mm \u98ce\u6247\u4ee5\u53ca 1 \u4e2a NT-H2 \u5bfc\u70ed\u818f\uff09", "asin": "B09J91SVLF", "price": "106.95 \u7f8e\u5143"}],
  "product_details": [{"asin": "B0DHRXZ2CK"},
  {"title": "\u5927\u578b\u516c\u544a\u677f 48x36 \u82f1\u5bf8\u3001\u5899\u58c1\u516c\u544a\u677f\u3001\u88c5\u9970\u6027\u56fe\u7247\u5c55\u793a\u9489\u677f\u3001\u53ef\u6298\u53e0\u6728\u6846\u6bdb\u6be1\u677f\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u5b66\u6821\u529e\u516c\u5ba4\u88c5\u9970\u3002"},
  {"price": "48\u7f8e\u5143\u300299"},
  {"bullet_list": "\u3010 Oversized Bulletin Board\u3011Felt board size is 48'' X 36'' The thickness is 0.7 \" ( 1.3 cm), Package Includes: 20 cork nails, 4 screws, 4 eye bolt, 2 hanging loops.Suitable for home,office,school,living room,kitchen and any other place,Perfect framed Felt board for vision board or a message board. \u3010High-density Felt board\u3011Felt Board is made of polyester fiber,Multi-function Decoration,lightweight,eco-friendly,they are safe and odorless, It won't deform in humid air.easy to maintain, durable,With a thickness of up to 0.4 inches can hold your pins firmly in place without falling off. \u3010Easy Installation\u3011Two installation methods,You can install it vertically or horizontally as you like,Easy installation saves you effort and time,No need to use many installation tools,The board is equipped with installation hardware,Height of the suspension is freely decided.It is a good choice to be your poster board or vision board. \u3010Wide Application\u3011our multifunctional bulletin board easily blend into your daily life.You can use hang pendants,keys and earrings.planning schedules,chores organization,fridge,dorm,kitchen,child room,door or any other place. It can help show map,notes,photos,messages,pictures,daily plans,memos,and calendars,sticker,menus,reminders,etc. \u3010Oversized & Foldable Design\u3011The felt board used a half-cut folding design on the back, while maintaining a large displaying area of 48 x 36 inches , sturdy and durable, foldable design for saving a space and more reliable transit."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"<font style=\"vertical-align inherit;\"><font style=\"vertical-align inherit;\">\u5c3a\u5bf8\uff1a</font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">48\u82f1\u5bf8 x 36\u82f1\u5bf8</font></font>"},
  {"<font style=\"vertical-align inherit;\"><font style=\"vertical-align inherit;\">\u989c\u8272\uff1a        </font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">\u68d5\u8272</font></font>"}],
  "promotion_items": [{"title": "Large Bulletin Board, 72x48 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Black", "asin": "B0DGGR5579", "price": "$85.99", "quantity": ""},
  {"title": "Foldable Large Bulletin Board, 72x48 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Khaki", "asin": "B0D2J6G75P", "price": "$79.99", "quantity": ""},
  {"title": "Foldable Large Bulletin Board, 60x36 Inches Cork Board Alternative, Large Felt Board Decorative Pin Board for Wall, Foldable Photo Board Self-Adhesive Vision Board with 36 Pushpins Khaki", "asin": "B0D2J6GXVC", "price": "$59.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 inches Felt Board - Decorative Pin Board, Cork Board Alternative for Wall, 3' x 2' Foldable Picture Board Self-Adhesive Vision Board Prayer Board with 20 Pushpins - Oatmeal", "asin": "B0D3QTM8QD", "price": "$35.99", "quantity": ""},
  {"title": "WALLHERO Large Cork Board Alternative | 15 Pack | Sizing Up to 59\u201dx36\u201d Felt Wall Tiles, Large Cork Boards for Walls, Corkboard for Office, Cork Board Tiles, Pin Boards for Walls (Gray Black)", "asin": "B0D4644DFW", "price": "$34.95", "quantity": ""},
  {"title": "YODOYO Large Cork Board Alternative for Office 15 Pack Felt Bulletin Boards Dart Wall Protectors 60\u00d735 Inch", "asin": "B0D129656Z", "price": "$29.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 Inches Felt Pin Board - Decorative Cork Alternative for Wall, 3' x 2' Foldable Picture Self-Adhesive Vision Prayer Board With 20 Pushpins - Gray", "asin": "B0D3QQY1M8", "price": "$35.99", "quantity": ""},
  {"title": "Large Cork Board Alternative for Office 15 Pack Felt Bulletin Boards Dart Wall Prot...", "asin": "B0D129656Z", "price": "$29.99", "quantity": ""},
  {"title": "Large Bulletin Board - 60 x 36 Inches, Decorative Felt Pin Board for Wall - 5' x 3'...", "asin": "B0CSPK1VR6", "price": "$76.49", "quantity": ""},
  {"title": "Cork Boards Bulletin Board 48'' X 32'' Corkboard for Walls Decorative Hanging Pin Board", "asin": "B0CZNMF31Q", "price": "$69.99", "quantity": ""},
  {"title": "Bulletin Board, 36 x 24 Inches Felt Pin Board - Decorative Cork Alternative for Wal...", "asin": "B0D3QQY1M8", "price": "$35.99", "quantity": ""},
  {"title": "\u53ef\u6298\u53e0\u5927\u578b\u516c\u544a\u677f\uff0c72x48 \u82f1\u5bf8\u8f6f\u6728\u677f\u66ff\u4ee3\u54c1\uff0c\u5927\u578b\u6bdb\u6be1\u677f...", "asin": "B0D2J6G75P", "price": "$79.99", "quantity": ""},
  {"title": "\u5927\u578b\u516c\u544a\u677f\uff0c\u53ef\u6298\u53e0 72x48 \u82f1\u5bf8\u8f6f\u6728\u677f\u66ff\u4ee3\u54c1\uff0c\u5927\u578b\u6bdb\u6be1\u677f...", "asin": "B0DGGQJ53C", "price": "$79.99", "quantity": ""},
  {"title": "\u5927\u578b\u516c\u544a\u677f - 48 x 36 \u82f1\u5bf8\uff0c\u5899\u58c1\u88c5\u9970\u6be1\u9489\u677f - 4' x 3'...", "asin": "B0CSPS663N", "price": "$43.49", "quantity": ""},
  {"title": "Clear Thumb Tacks for Wall 100- Pack - Clear Plastic Head Thumbtacks with Steel Point - Push Pins for Bulletin Board, Corkboard, Map, Calendar, Photo, Home Office, and Craft Projects", "asin": "B0D828QQJM", "price": "$4.29", "quantity": ""},
  {"title": "120-Pack Push Pins for Bulletin Board, Thumb Tacks with Clear Plastic Tip and Steel Tip, Portable and Durable Wall Tacks Suitable for Cork Board, Office and Daily Life", "asin": "B0BYSSBP38", "price": "$3.99", "quantity": ""},
  {"title": "Amazon Basics Rectangular Plastic Desk Organizer, letter size Tray, 2-Pack, 9.7 x 2.2 x 13 inches, Black", "asin": "B07RY2ZY4V", "price": "$14.84", "quantity": ""},
  {"title": "N'Joy Sugar Canister | 20 Ounce, Pack of 6 | 100% Pure Granulated Sugar| Easy Pour Lid, Bulk Size", "asin": "B0017TMTFM", "price": "$26.42", "quantity": ""},
  {"title": "Dry Erase Surface Cleaner, 8oz Spray Bottle [Set of 4]", "asin": "B07N8FGLX4", "price": "$19.75", "quantity": ""},
  {"title": "Lockways White Board Dry Erase Board 48 x 36 Inch, Magnetic Whiteboard 4 x 3, Silver Aluminium Frame, Set Including 1 Detachable Aluminum Marker Tray, 3 Dry Erase Markers, 8 Magnets", "asin": "B06XC9SMVN", "price": "$69.99", "quantity": ""},
  {"title": "XBoard Magnetic Dry Erase Whiteboard 48 x 36 Inch, 4' x 3' Premium White Board for Wall with Marker Tray, Silver Aluminum Frame Presentation Board for Home Office Classroom", "asin": "085bec3e", "price": "$69.98", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T03:38:11.375Z", // 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>
  