<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"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"}
{"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
{"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": "2025-04-05T05:07:18.468Z", "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"}
{"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
{"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
{"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:07:09.035Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:07:28.184Z", "action": "input", "action_argument": "lianli hydro"}
{"timestamp": "2025-04-05T06:07:28.318Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T06:08:12.168Z", "action": "input", "action_argument": "lianli hydroshift 360"}
{"timestamp": "2025-04-05T06:09:39.461Z", "action": "input", "action_argument": "rog 360"}
{"timestamp": "2025-04-05T06:10:12.835Z", "action": "click_product", "action_argument": "B0BY3GTG48"}
{"timestamp": "2025-04-05T06:10:18.089Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:11:01.297Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-05T06:11:18.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:11:46.999Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:13:23.777Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T06:30:59.168Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:31:05.803Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:32:18.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:23.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:25.693Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:28.265Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:29.780Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:35.196Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:37.438Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:42.981Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.151Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.900Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:49.388Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:57.613Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:00.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:01.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:03.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:07.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:09.179Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:10.446Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:11.901Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:13.213Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:16.940Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:18.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:20.886Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:25.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:26.698Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:27.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:40.566Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:48.697Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:00.501Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:01.469Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:02.557Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:06.295Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:13.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:15.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:18.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:19.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:20.902Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:22.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:24.256Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:26.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:27.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:29.339Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:31.544Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:37.327Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:38.250Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:39.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:51.600Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:53.865Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:02.955Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:04.207Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:08.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:09.593Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:19.916Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:22.898Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:24.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:57:32.385Z", "action": "click_product", "action_argument": "B0B99J7T35"}
{"timestamp": "2025-04-05T15:57:38.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T15:58:01.291Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T01:15:36.138Z", "action": "input", "action_argument": "4090"}
{"timestamp": "2025-04-06T01:16:37.956Z", "action": "click_product", "action_argument": "B0DYDY8KSC"}
{"timestamp": "2025-04-06T01:16:54.724Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T01:17:08.141Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T01:17:12.941Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T04:19:06.755Z", "action": "input", "action_argument": "ssd"}
{"timestamp": "2025-04-06T04:19:24.828Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:19:30.895Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T04:19:54.149Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T04:20:26.749Z", "action": "click_product", "action_argument": "B0DHLCRF91"}
{"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
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{"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
{"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
{"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
{"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
{"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
{"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
{"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
<|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.
{
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    {"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"}
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},
    {
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    {
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},
    {
  "bullet_list": "  Full Duplex 2-Way Audio - Talk in real time, just like a phone call, for smooth communication with delivery personnel, kids, pets, and more.  Local or Cloud Storage - Store recordings on a MicroSD card up to 512GB (not included) or via the Tapo Care Cloud subscription. [Check TP-Link FAQ for MicroSD compatibility before purchase.]  "
}
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},
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  "product_options": [
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}
  ],
  "promotion_items": [
    {"title": "WYZE Cam v4\uff0c2.5K WiFi \u5b89\u5168\u6444\u50cf\u5934\uff0c\u7528\u4e8e\u5bb6\u5ead\u5b89\u5168\u7684\u5ba4\u5185/\u5ba4\u5916\u6444\u50cf\u5934\uff0c\u5ba0\u7269\u6444\u50cf\u5934/\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u8fd0\u52a8\u6fc0\u6d3b\u805a\u5149\u706f/\u8b66\u62a5\u5668\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u53cc\u5411\u97f3\u9891\uff0c\u53ef\u4e0e Alexa \u548c Google \u914d\u5408\u4f7f\u7528", "asin": "B0CJ9YX7DG", "price": "29.90 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K \u5e73\u79fb/\u503e\u659c\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u72d7\u72d7\u6444\u50cf\u5934\uff0c\u5e26\u8fd0\u52a8\u68c0\u6d4b\u3001\u53cc\u5411\u97f3\u9891\u3001\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff0c2 \u4ef6\u88c5 (C210P2)", "asin": "B09Y8C185M", "price": "34.99\u7f8e\u5143", "quantity": ""},
    {"title": "eufy Security eufyCam S330 (eufyCam 3) 4 \u6444\u50cf\u5934\u5957\u88c5\uff0c\u6237\u5916\u65e0\u7ebf\u76d1\u63a7\u6444\u50cf\u5934\uff0c4K \u5206\u8fa8\u7387\uff0c\u96c6\u6210\u592a\u9633\u80fd\u7535\u6c60\u677f\uff0cAI \u4eba\u8138\u8bc6\u522b\uff0c\u53ef\u6269\u5c55\u672c\u5730\u5b58\u50a8\uff0c\u805a\u5149\u706f\uff0c\u65e0\u6708\u8d39", "asin": "B0B87W6L9X", "price": "499.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 1080P \u5ba4\u5185\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5e26\u8fd0\u52a8\u68c0\u6d4b\u7684\u72d7\u72d7\u6444\u50cf\u5934\u3001\u53cc\u5411\u97f3\u9891\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C100)", "asin": "B0866S3D82", "price": "14.99\u7f8e\u5143", "quantity": ""},
    {"title": "Tapo TP-Link ColorPro Wi-Fi \u6237\u5916\u6444\u50cf\u673a | \u63d2\u4ef6 | \u591c\u95f4\u65e5\u5149\u6e05\u6670\u5ea6 | 2K QHD | \u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b | \u672c\u5730/\u4e91\u5b58\u50a8 | 127\u00b0 FOV | \u5185\u7f6e\u8b66\u62a5\u5668 C325WB", "asin": "B0C48DZJ6Y", "price": "69.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K QHD \u6237\u5916\u65e0\u7ebf\u5b89\u5168\u6444\u50cf\u5934\u7cfb\u7edf\uff0c\u7535\u6c60\u7eed\u822a\u65f6\u95f4\u957f\u8fbe 180 \u5929\uff0c\u5e26\u661f\u5149\u4f20\u611f\u5668\u7684\u5f69\u8272\u591c\u89c6\u529f\u80fd\uff0c\u8fd0\u52a8/\u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff08Tapo C420S2\uff09", "asin": "B0BKZK4JGK", "price": "119.99 \u7f8e\u5143", "quantity": ""},
    {"title": "eufy \u5ba4\u5185\u6444\u50cf\u5934 E30\uff0c\u6700\u65b0\u4e00\u4ee3\uff0c4K \u8d85\u9ad8\u6e05\u5b89\u9632\u6444\u50cf\u5934\uff0c\u5e26\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u7684\u5ba0\u7269/\u72d7/\u5a74\u513f\u6444\u50cf\u5934\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u4eba/\u5ba0\u7269\u81ea\u52a8\u8ddf\u8e2a\uff0c360 \u5ea6\u65cb\u8f6c\uff0c\u53ef\u4e0e Homekit \u914d\u5408\u4f7f\u7528", "asin": "B0DJVGZQW7", "price": "49.99\u7f8e\u5143", "quantity": ""},
    {"title": "Tapo TP-Link ColorPro Wi-Fi \u6237\u5916\u6444\u50cf\u673a | \u63d2\u4ef6 | \u591c\u95f4\u65e5\u5149\u6e05\u6670\u5ea6 | 2K QHD | \u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b | \u672c\u5730/\u4e91\u5b58\u50a8 | 127\u00b0 FOV | \u5185\u7f6e\u8b66\u62a5\u5668 C325WB", "asin": "B0C48DZJ6Y", "price": "69.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K \u4e91\u53f0\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5ba0\u7269\u6444\u50cf\u5934\uff0c\u5177\u6709\u8fd0\u52a8\u68c0\u6d4b\u548c\u8ddf\u8e2a\u529f\u80fd\u3001\u53cc\u5411\u97f3\u9891\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C210)", "asin": "B09Y8TLP25", "price": "19.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K QHD \u6237\u5916\u65e0\u7ebf\u5b89\u5168\u6444\u50cf\u5934\u7cfb\u7edf\uff0c\u7535\u6c60\u7eed\u822a\u65f6\u95f4\u957f\u8fbe 180 \u5929\uff0c\u5e26\u661f\u5149\u4f20\u611f\u5668\u7684\u5f69\u8272\u591c\u89c6\u529f\u80fd\uff0c\u8fd0\u52a8/\u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff08Tapo C420S2\uff09", "asin": "B0BKZK4JGK", "price": "119.99 \u7f8e\u5143", "quantity": ""},
    {"title": "eufy \u5ba4\u5185\u6444\u50cf\u5934 E30\uff0c\u6700\u65b0\u4e00\u4ee3\uff0c4K \u8d85\u9ad8\u6e05\u5b89\u9632\u6444\u50cf\u5934\uff0c\u5e26\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u7684\u5ba0\u7269/\u72d7/\u5a74\u513f\u6444\u50cf\u5934\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u4eba/\u5ba0\u7269\u81ea\u52a8\u8ddf\u8e2a\uff0c360 \u5ea6\u65cb\u8f6c\uff0c\u53ef\u4e0e Homekit \u914d\u5408\u4f7f\u7528", "asin": "B0DJVGZQW7", "price": "49.99\u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 1080P \u5ba4\u5185\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5e26\u8fd0\u52a8\u68c0\u6d4b\u7684\u72d7\u72d7\u6444\u50cf\u5934\u3001\u53cc\u5411\u97f3\u9891\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C100)", "asin": "B0866S3D82", "price": "14.99\u7f8e\u5143", "quantity": ""},
    {"title": "eufy Security SoloCam S220\uff0c\u592a\u9633\u80fd\u76d1\u63a7\u6444\u50cf\u5934\uff0c\u6237\u5916\u65e0\u7ebf\u76d1\u63a7\u6444\u50cf\u5934\uff0c2K\u5206\u8fa8\u7387\uff0c\u6301\u7eed\u4f9b\u7535\uff0c\u65e0\u6708\u8d39\uff0c\u517c\u5bb9HomeBase 3\uff0c2.4 GHz Wi-Fi\uff0c\u9002\u7528\u4e8e\u6237\u5916\u76d1\u63a7", "asin": "B0BZ55JZ4S", "price": "64.99 \u7f8e\u5143", "quantity": ""},
    {"title": "WYZE Cam v4\uff0c2.5K WiFi \u5b89\u5168\u6444\u50cf\u5934\uff0c\u7528\u4e8e\u5bb6\u5ead\u5b89\u5168\u7684\u5ba4\u5185/\u5ba4\u5916\u6444\u50cf\u5934\uff0c\u5ba0\u7269\u6444\u50cf\u5934/\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u8fd0\u52a8\u6fc0\u6d3b\u805a\u5149\u706f/\u8b66\u62a5\u5668\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u53cc\u5411\u97f3\u9891\uff0c\u53ef\u4e0e Alexa \u548c Google \u914d\u5408\u4f7f\u7528", "asin": "B0CJ9YX7DG", "price": "29.90 \u7f8e\u5143", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-21T17:23:11.963Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

user
<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"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"}
{"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
{"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": "2025-04-05T05:07:18.468Z", "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"}
{"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
{"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
{"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
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{"timestamp": "2025-04-10T19:30:45.273Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-10T19:32:24.904Z", "action": "click_product", "action_argument": "B07L9QTLNQ"}
{"timestamp": "2025-04-10T19:33:12.574Z", "action": "purchase", "action_argument": "B07L9QTLNQ"}
{"timestamp": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
{"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
{"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
{"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
{"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
{"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
{"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
{"timestamp": "2025-04-10T20:15:15.031Z", "action": "purchase", "action_argument": "B0DF25TNCG"}
{"timestamp": "2025-04-11T03:55:26.969Z", "action": "input", "action_argument": "table"}
{"timestamp": "2025-04-11T03:56:12.058Z", "action": "click_product", "action_argument": "B0BRVC7Y7W"}
{"timestamp": "2025-04-11T04:02:31.199Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T04:02:31.268Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T05:06:35.159Z", "action": "input", "action_argument": "key "}
{"timestamp": "2025-04-11T05:06:35.258Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
{"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
{"timestamp": "2025-04-14T05:12:50.063Z", "action": "input", "action_argument": "vga to "}
{"timestamp": "2025-04-14T05:12:50.144Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T05:14:43.724Z", "action": "click_product", "action_argument": "B0898C42NW"}
{"timestamp": "2025-04-14T05:16:22.264Z", "action": "purchase", "action_argument": "B0898C42NW"}
{"timestamp": "2025-04-14T05:20:35.488Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:20:59.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:22:42.859Z", "action": "input", "action_argument": "box"}
{"timestamp": "2025-04-14T05:23:00.596Z", "action": "input", "action_argument": "plug box"}
{"timestamp": "2025-04-14T05:23:00.700Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T05:24:29.980Z", "action": "click_product", "action_argument": "B07RCNB2L3"}
{"timestamp": "2025-04-14T05:25:20.526Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T05:26:04.314Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:26:05.596Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:27:25.871Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:27:26.495Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:07.797Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:08.794Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:10.730Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:11.833Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:13.107Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:23.848Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:24.478Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:25.152Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:25.797Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:29.422Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:30.064Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:30.589Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:31.066Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:31.714Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:32.270Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:33.410Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:28:52.700Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
{"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
{"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
{"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
{"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
{"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
{"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
{"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
{"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
{"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
<|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": [
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    {"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": "Kasa \u8ff7\u4f60\u667a\u80fd\u63d2\u5934 15A\uff0c\u652f\u6301 Apple HomeKit\uff0c\u667a\u80fd\u63d2\u5ea7\u517c\u5bb9 Siri\u3001Alexa \u548c Google Home\uff0cUL \u8ba4\u8bc1\uff0c\u5e94\u7528\u7a0b\u5e8f\u63a7\u5236\uff0c\u65e5\u7a0b\u5b89\u6392\uff0c\u8ba1\u65f6\u5668\uff0c\u4ec5 2.4G WiFi\uff0c4 \u4e2a\uff081 \u5305\uff09(EP25P4)\uff0c\u767d\u8272", "asin": "B0B14C719T", "price": "34.99\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 \u5927\u578b\u6302\u753b\u6761\uff0c\u767d\u8272\uff0c\u53ef\u627f\u91cd 16 \u78c5\uff0c14 \u5bf9\uff0c\u6613\u4e8e\u6253\u5f00\u5305\u88c5", "asin": "B073XR4X72", "price": "9.57 \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": "REALINN \u6c34\u69fd\u4e0b\u6536\u7eb3\u67b6\uff0c\u62c9\u51fa\u5f0f\u6a71\u67dc\u6536\u7eb3\u67b6\uff0c\u53cc\u5c42\u6ed1\u51fa\u5f0f\u6c34\u69fd\u6401\u677f\uff0c\u6a71\u67dc\u50a8\u7269\u67b6\uff0c\u9002\u7528\u4e8e\u53a8\u623f\u6d74\u5ba4\uff0c\u767d\u8272\uff0c2 \u4ef6\u88c5", "asin": "B0CFQFMC4F", "price": "45.99\u7f8e\u5143", "quantity": "1"},
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    {"title": "TP-Link Tapo 2K QHD \u6237\u5916\u65e0\u7ebf\u5b89\u5168\u6444\u50cf\u5934\u7cfb\u7edf\uff0c\u7535\u6c60\u7eed\u822a\u65f6\u95f4\u957f\u8fbe 180 \u5929\uff0c\u5e26\u661f\u5149\u4f20\u611f\u5668\u7684\u5f69\u8272\u591c\u89c6\u529f\u80fd\uff0c\u8fd0\u52a8/\u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff08Tapo C420S2\uff09", "asin": "B0BKZK4JGK", "price": "119.99 \u7f8e\u5143", "quantity": ""},
    {"title": "eufy \u5ba4\u5185\u6444\u50cf\u5934 E30\uff0c\u6700\u65b0\u4e00\u4ee3\uff0c4K \u8d85\u9ad8\u6e05\u5b89\u9632\u6444\u50cf\u5934\uff0c\u5e26\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u7684\u5ba0\u7269/\u72d7/\u5a74\u513f\u6444\u50cf\u5934\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u4eba/\u5ba0\u7269\u81ea\u52a8\u8ddf\u8e2a\uff0c360 \u5ea6\u65cb\u8f6c\uff0c\u53ef\u4e0e Homekit \u914d\u5408\u4f7f\u7528", "asin": "B0DJVGZQW7", "price": "49.99\u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 1080P \u5ba4\u5185\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5e26\u8fd0\u52a8\u68c0\u6d4b\u7684\u72d7\u72d7\u6444\u50cf\u5934\u3001\u53cc\u5411\u97f3\u9891\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C100)", "asin": "B0866S3D82", "price": "14.99\u7f8e\u5143", "quantity": ""},
    {"title": "eufy Security SoloCam S220\uff0c\u592a\u9633\u80fd\u76d1\u63a7\u6444\u50cf\u5934\uff0c\u6237\u5916\u65e0\u7ebf\u76d1\u63a7\u6444\u50cf\u5934\uff0c2K\u5206\u8fa8\u7387\uff0c\u6301\u7eed\u4f9b\u7535\uff0c\u65e0\u6708\u8d39\uff0c\u517c\u5bb9HomeBase 3\uff0c2.4 GHz Wi-Fi\uff0c\u9002\u7528\u4e8e\u6237\u5916\u76d1\u63a7", "asin": "B0BZ55JZ4S", "price": "64.99 \u7f8e\u5143", "quantity": ""},
    {"title": "WYZE Cam v4\uff0c2.5K WiFi \u5b89\u5168\u6444\u50cf\u5934\uff0c\u7528\u4e8e\u5bb6\u5ead\u5b89\u5168\u7684\u5ba4\u5185/\u5ba4\u5916\u6444\u50cf\u5934\uff0c\u5ba0\u7269\u6444\u50cf\u5934/\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u8fd0\u52a8\u6fc0\u6d3b\u805a\u5149\u706f/\u8b66\u62a5\u5668\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u53cc\u5411\u97f3\u9891\uff0c\u53ef\u4e0e Alexa \u548c Google \u914d\u5408\u4f7f\u7528", "asin": "B0CJ9YX7DG", "price": "29.90 \u7f8e\u5143", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-21T17:23:11.963Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

<answer_action>click</answer_action><answer_argument>other</answer_argument>
rule
<answer_action>click</answer_action><answer_argument>other</answer_argument>
<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"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"}
{"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
{"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": "2025-04-05T05:07:18.468Z", "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"}
{"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
{"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
{"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:07:09.035Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:07:28.184Z", "action": "input", "action_argument": "lianli hydro"}
{"timestamp": "2025-04-05T06:07:28.318Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T06:08:12.168Z", "action": "input", "action_argument": "lianli hydroshift 360"}
{"timestamp": "2025-04-05T06:09:39.461Z", "action": "input", "action_argument": "rog 360"}
{"timestamp": "2025-04-05T06:10:12.835Z", "action": "click_product", "action_argument": "B0BY3GTG48"}
{"timestamp": "2025-04-05T06:10:18.089Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:11:01.297Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-05T06:11:18.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:11:46.999Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:13:23.777Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T06:30:59.168Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:31:05.803Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:32:18.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:23.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:25.693Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:28.265Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:29.780Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:35.196Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:37.438Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:42.981Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.151Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.900Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:49.388Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:57.613Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:00.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:01.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:03.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:07.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:09.179Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:10.446Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:11.901Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:13.213Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:16.940Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:18.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:20.886Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:25.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:26.698Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:27.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:40.566Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:48.697Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:00.501Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:01.469Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:02.557Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:06.295Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:13.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:15.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:18.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:19.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:20.902Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:22.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:24.256Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:26.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:27.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:29.339Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:31.544Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:37.327Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:38.250Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:39.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:51.600Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:53.865Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:02.955Z", "action": "click", "action_argument": "review"}
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{"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
{"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
{"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
{"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
{"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
{"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
{"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
{"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
{"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
{"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
<|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.
{
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}
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    {"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"}
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},
    {
  "title": "Tapo TP-Link 2K QHD \u5b89\u5168\u6444\u50cf\u5934\uff0c\u5ba4\u5185/\u5ba4\u5916\uff0c\ud835\udfee\ud835\udfec\ud835\udfee\ud835\udff0 \ud835\udde3\ud835\uddd6\ud835\udde0\ud835\uddee\ud835\uddf4 \ud835\uddd8\ud835\uddf1\ud835\uddf6\ud835\ude01\ud835\uddfc\ud835\uddff'\ud835\ude00 \ud835\uddd6\ud835\uddf5\ud835\uddfc\ud835\uddf6\ud835\uddf0\ud835\uddf2\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u81ea\u7531\u4eba/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b\uff0c\u9690\u5f62\u7ea2\u5916\u6a21\u5f0f\uff0cSD \u5b58\u50a8\uff0cC120"
},
    {
  "price": "24\u7f8e\u5143\u300299"
},
    {
  "bullet_list": "2024 \u5e74 PCMag \u7f16\u8f91\u9009\u62e9\u5956 - \u56e0\u5176\u5353\u8d8a\u7684\u4ef7\u503c\u3001\u6e05\u6670\u7684 2K \u5206\u8fa8\u7387\u548c\u5168\u9762\u7684\u529f\u80fd\u96c6\u800c\u53d7\u5230\u79f0\u8d5e\u3002 \u7d27\u51d1\u3001\u591a\u529f\u80fd\u3001\u9632\u98ce\u96e8 - Tapo C120 \u662f\u4e00\u6b3e\u9002\u5408\u5ba4\u5185\u548c\u5ba4\u5916\u4f7f\u7528\u7684\u7d27\u51d1\u578b\u76f8\u673a\uff0c\u5177\u6709 IP66 \u9632\u62a4\u7b49\u7ea7\uff0c\u53ef\u627f\u53d7\u96e8\u6c34\u3001\u7070\u5c18\u548c\u6076\u52a3\u6761\u4ef6\u3002 \u78c1\u6027\u5e95\u5ea7\uff0c\u7075\u6d3b\u5b89\u88c5 - \u78c1\u6027\u5e95\u5ea7\u53ef\u8f7b\u677e\u5c06 C120 \u6444\u50cf\u673a\u56fa\u5b9a\u5230\u4efb\u4f55\u91d1\u5c5e\u8868\u9762\u3002\u53ef\u7075\u6d3b\u5b89\u88c5\u5728\u680f\u6746\u3001\u6846\u67b6\uff0c\u751a\u81f3\u51b0\u7bb1\u4e0a\u3002 2K QHD 4MP \u5206\u8fa8\u7387 - \u6bcf\u4e00\u5e27\u90fd\u6e05\u6670\u7ec6\u817b\u3002\u4ee5\u60ca\u8273\u7684 2K \u753b\u8d28\u6355\u6349\u6bcf\u4e2a\u7cbe\u5f69\u77ac\u95f4\uff0c\u5373\u4f7f\u662f\u6700\u7ec6\u5fae\u7684\u7ec6\u8282\u4e5f\u4e0d\u4f1a\u9519\u8fc7\u3002 \u661f\u5149\u5f69\u8272\u591c\u89c6 - \u5185\u7f6e\u661f\u5149\u4f20\u611f\u5668\u53ef\u5728\u591c\u95f4\u63d0\u4f9b\u660e\u4eae\u3001\u591a\u5f69\u7684\u89c6\u9891\uff0c\u5e76\u914d\u6709\u4e24\u4e2a\u805a\u5149\u706f\uff0c\u53ef\u5728\u8f83\u6697\u7684\u6761\u4ef6\u4e0b\u63d0\u4f9b\u989d\u5916\u7684\u7167\u660e\u3002 \u9690\u5f62\u7ea2\u5916\u6a21\u5f0f - \u4f7f\u7528\u7ea2\u5916\u706f\uff0c\u591c\u89c6\u8ddd\u79bb\u53ef\u8fbe 30 \u82f1\u5c3a\u3002\u5982\u679c\u7ea2\u5149\u5e72\u6270\uff0c\u53ef\u5207\u6362\u5230\u9690\u5f62\u6a21\u5f0f\uff0c\u5b9e\u73b0\u9690\u79d8\u76d1\u63a7\u3002 \u514d\u8d39\u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b - Tapo C120 \u4f7f\u7528 AI \u514d\u8d39\u68c0\u6d4b\u4eba\u5458\u3001\u5ba0\u7269\u6216\u8f66\u8f86\u3002\u81ea\u5b9a\u4e49\u8b66\u62a5\uff0c\u4e13\u6ce8\u4e8e\u7279\u5b9a\u7269\u4f53\u5e76\u51cf\u5c11\u901a\u77e5\u6570\u91cf\u3002"
},
    {
  "bullet_list": "  Full Duplex 2-Way Audio - Talk in real time, just like a phone call, for smooth communication with delivery personnel, kids, pets, and more.  Local or Cloud Storage - Store recordings on a MicroSD card up to 512GB (not included) or via the Tapo Care Cloud subscription. [Check TP-Link FAQ for MicroSD compatibility before purchase.]  "
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
},
    {
  "quantity": "1 "
}
  ],
  "product_options": [
    {
  "<font style="vertical-align inherit;"><font style="vertical-align inherit;">款式：</font></font>": "<font style=\"vertical-align: inherit;\"><font style=\"vertical-align: inherit;\">\u767d\u8272</font></font>"
}
  ],
  "promotion_items": [
    {"title": "WYZE Cam v4\uff0c2.5K WiFi \u5b89\u5168\u6444\u50cf\u5934\uff0c\u7528\u4e8e\u5bb6\u5ead\u5b89\u5168\u7684\u5ba4\u5185/\u5ba4\u5916\u6444\u50cf\u5934\uff0c\u5ba0\u7269\u6444\u50cf\u5934/\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u8fd0\u52a8\u6fc0\u6d3b\u805a\u5149\u706f/\u8b66\u62a5\u5668\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u53cc\u5411\u97f3\u9891\uff0c\u53ef\u4e0e Alexa \u548c Google \u914d\u5408\u4f7f\u7528", "asin": "B0CJ9YX7DG", "price": "29.90 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K \u5e73\u79fb/\u503e\u659c\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u72d7\u72d7\u6444\u50cf\u5934\uff0c\u5e26\u8fd0\u52a8\u68c0\u6d4b\u3001\u53cc\u5411\u97f3\u9891\u3001\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff0c2 \u4ef6\u88c5 (C210P2)", "asin": "B09Y8C185M", "price": "34.99\u7f8e\u5143", "quantity": ""},
    {"title": "eufy Security eufyCam S330 (eufyCam 3) 4 \u6444\u50cf\u5934\u5957\u88c5\uff0c\u6237\u5916\u65e0\u7ebf\u76d1\u63a7\u6444\u50cf\u5934\uff0c4K \u5206\u8fa8\u7387\uff0c\u96c6\u6210\u592a\u9633\u80fd\u7535\u6c60\u677f\uff0cAI \u4eba\u8138\u8bc6\u522b\uff0c\u53ef\u6269\u5c55\u672c\u5730\u5b58\u50a8\uff0c\u805a\u5149\u706f\uff0c\u65e0\u6708\u8d39", "asin": "B0B87W6L9X", "price": "499.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 1080P \u5ba4\u5185\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5e26\u8fd0\u52a8\u68c0\u6d4b\u7684\u72d7\u72d7\u6444\u50cf\u5934\u3001\u53cc\u5411\u97f3\u9891\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C100)", "asin": "B0866S3D82", "price": "14.99\u7f8e\u5143", "quantity": ""},
    {"title": "Tapo TP-Link ColorPro Wi-Fi \u6237\u5916\u6444\u50cf\u673a | \u63d2\u4ef6 | \u591c\u95f4\u65e5\u5149\u6e05\u6670\u5ea6 | 2K QHD | \u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b | \u672c\u5730/\u4e91\u5b58\u50a8 | 127\u00b0 FOV | \u5185\u7f6e\u8b66\u62a5\u5668 C325WB", "asin": "B0C48DZJ6Y", "price": "69.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K QHD \u6237\u5916\u65e0\u7ebf\u5b89\u5168\u6444\u50cf\u5934\u7cfb\u7edf\uff0c\u7535\u6c60\u7eed\u822a\u65f6\u95f4\u957f\u8fbe 180 \u5929\uff0c\u5e26\u661f\u5149\u4f20\u611f\u5668\u7684\u5f69\u8272\u591c\u89c6\u529f\u80fd\uff0c\u8fd0\u52a8/\u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff08Tapo C420S2\uff09", "asin": "B0BKZK4JGK", "price": "119.99 \u7f8e\u5143", "quantity": ""},
    {"title": "eufy \u5ba4\u5185\u6444\u50cf\u5934 E30\uff0c\u6700\u65b0\u4e00\u4ee3\uff0c4K \u8d85\u9ad8\u6e05\u5b89\u9632\u6444\u50cf\u5934\uff0c\u5e26\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u7684\u5ba0\u7269/\u72d7/\u5a74\u513f\u6444\u50cf\u5934\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u4eba/\u5ba0\u7269\u81ea\u52a8\u8ddf\u8e2a\uff0c360 \u5ea6\u65cb\u8f6c\uff0c\u53ef\u4e0e Homekit \u914d\u5408\u4f7f\u7528", "asin": "B0DJVGZQW7", "price": "49.99\u7f8e\u5143", "quantity": ""},
    {"title": "Tapo TP-Link ColorPro Wi-Fi \u6237\u5916\u6444\u50cf\u673a | \u63d2\u4ef6 | \u591c\u95f4\u65e5\u5149\u6e05\u6670\u5ea6 | 2K QHD | \u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b | \u672c\u5730/\u4e91\u5b58\u50a8 | 127\u00b0 FOV | \u5185\u7f6e\u8b66\u62a5\u5668 C325WB", "asin": "B0C48DZJ6Y", "price": "69.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K \u4e91\u53f0\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5ba0\u7269\u6444\u50cf\u5934\uff0c\u5177\u6709\u8fd0\u52a8\u68c0\u6d4b\u548c\u8ddf\u8e2a\u529f\u80fd\u3001\u53cc\u5411\u97f3\u9891\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C210)", "asin": "B09Y8TLP25", "price": "19.99 \u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 2K QHD \u6237\u5916\u65e0\u7ebf\u5b89\u5168\u6444\u50cf\u5934\u7cfb\u7edf\uff0c\u7535\u6c60\u7eed\u822a\u65f6\u95f4\u957f\u8fbe 180 \u5929\uff0c\u5e26\u661f\u5149\u4f20\u611f\u5668\u7684\u5f69\u8272\u591c\u89c6\u529f\u80fd\uff0c\u8fd0\u52a8/\u4eba\u5458/\u5ba0\u7269/\u8f66\u8f86\u68c0\u6d4b\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528\uff08Tapo C420S2\uff09", "asin": "B0BKZK4JGK", "price": "119.99 \u7f8e\u5143", "quantity": ""},
    {"title": "eufy \u5ba4\u5185\u6444\u50cf\u5934 E30\uff0c\u6700\u65b0\u4e00\u4ee3\uff0c4K \u8d85\u9ad8\u6e05\u5b89\u9632\u6444\u50cf\u5934\uff0c\u5e26\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u7684\u5ba0\u7269/\u72d7/\u5a74\u513f\u6444\u50cf\u5934\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u4eba/\u5ba0\u7269\u81ea\u52a8\u8ddf\u8e2a\uff0c360 \u5ea6\u65cb\u8f6c\uff0c\u53ef\u4e0e Homekit \u914d\u5408\u4f7f\u7528", "asin": "B0DJVGZQW7", "price": "49.99\u7f8e\u5143", "quantity": ""},
    {"title": "TP-Link Tapo 1080P \u5ba4\u5185\u5b89\u5168\u6444\u50cf\u5934\uff0c\u9002\u7528\u4e8e\u5a74\u513f\u76d1\u89c6\u5668\u3001\u5e26\u8fd0\u52a8\u68c0\u6d4b\u7684\u72d7\u72d7\u6444\u50cf\u5934\u3001\u53cc\u5411\u97f3\u9891\u8b66\u62a5\u5668\u3001\u591c\u89c6\u3001\u4e91\u548c SD \u5361\u5b58\u50a8\uff0c\u53ef\u4e0e Alexa \u548c Google Home \u914d\u5408\u4f7f\u7528 (Tapo C100)", "asin": "B0866S3D82", "price": "14.99\u7f8e\u5143", "quantity": ""},
    {"title": "eufy Security SoloCam S220\uff0c\u592a\u9633\u80fd\u76d1\u63a7\u6444\u50cf\u5934\uff0c\u6237\u5916\u65e0\u7ebf\u76d1\u63a7\u6444\u50cf\u5934\uff0c2K\u5206\u8fa8\u7387\uff0c\u6301\u7eed\u4f9b\u7535\uff0c\u65e0\u6708\u8d39\uff0c\u517c\u5bb9HomeBase 3\uff0c2.4 GHz Wi-Fi\uff0c\u9002\u7528\u4e8e\u6237\u5916\u76d1\u63a7", "asin": "B0BZ55JZ4S", "price": "64.99 \u7f8e\u5143", "quantity": ""},
    {"title": "WYZE Cam v4\uff0c2.5K WiFi \u5b89\u5168\u6444\u50cf\u5934\uff0c\u7528\u4e8e\u5bb6\u5ead\u5b89\u5168\u7684\u5ba4\u5185/\u5ba4\u5916\u6444\u50cf\u5934\uff0c\u5ba0\u7269\u6444\u50cf\u5934/\u5a74\u513f\u76d1\u89c6\u5668\uff0c\u8fd0\u52a8\u6fc0\u6d3b\u805a\u5149\u706f/\u8b66\u62a5\u5668\uff0c\u5f69\u8272\u591c\u89c6\uff0c\u53cc\u5411\u97f3\u9891\uff0c\u53ef\u4e0e Alexa \u548c Google \u914d\u5408\u4f7f\u7528", "asin": "B0CJ9YX7DG", "price": "29.90 \u7f8e\u5143", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-21T17:23:11.963Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

train