<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
{"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"}
{"timestamp": "2025-04-15T18:05:44.746Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T18:05:48.228Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:41.116Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"}
{"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"}
{"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"}
{"timestamp": "2025-05-02T03:35:11.884Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"}
{"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"}
{"timestamp": "2025-05-02T03:51:58.705Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"}
{"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:31.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:37.872Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:38.761Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:39.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:42.045Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:45.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:46.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:56:01.559Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:56:18.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:57:22.247Z", "action": "purchase", "action_argument": "B0DJ1J7DDN"}
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-05-05T01:09:27.451Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:05.985Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:57:42.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:43.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:40.164Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:59:44.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:45.255Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:49.891Z", "action": "purchase", "action_argument": "B0DSG2LCX2"}
<|memory_end|>

<|action_start|>
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "Zeagoo Sleeveless Button Down Collar Office Formal Casual Shirt Blouse for Women Tank Tops White", "asin": "B07334PKW6", "price": "$19.99", "quantity": "1"},
{"title": "hearain Womens Button Down Shirts Long Sleeve Chiffon Blouse Basic Classic Collared Soft Shirt Navy Blue Size XXS", "asin": "B0DSG2LCX2", "price": "$14.99"}],
"promotion_items": [{"title": "siliteelon Button Down Shirts for Women Short Sleeve Oxford Shirts Dress Shirts Cotton Collared Work Office Blouse Tops", "asin": "B0DT6P4TL2", "price": "$19.99", "quantity": ""},
{"title": "Jessie Kidden Women's Quick Dry Sun UV Protection Convertible Long Sleeve Shirts for Hiking Camping Fishing Sailing", "asin": "B07QM4D6CH", "price": "$34.99", "quantity": ""},
{"title": "HOTOUCH Womens 3/4 Sleeve Button Down Shirt Slim Fit Work Blouses Cotton Dress Shirts Office Tops", "asin": "B075H89VGL", "price": "$27.99", "quantity": ""},
{"title": "Minibee Women's 3/4 Sleeve Cotton Linen Jacquard Blouses Top T-Shirt", "asin": "B072FFW5VF", "price": "$25.49", "quantity": ""},
{"title": "siliteelon Women's Stain Shield Dress Shirts Wrinkle Free Long Sleeve Shirts Solid Work Business Button Down Shirts", "asin": "B0D6YKCNYD", "price": "$19.99", "quantity": ""},
{"title": "siliteelon Button Down Shirts for Women Long Sleeve Stretch Dress Shirts Work Oxford Shirt Wrinkle Free Office Blouses", "asin": "B0DTP7MVL5", "price": "$19.99", "quantity": ""},
{"title": "siliteelon Womens Stain Shield Dress Shirts Wrinkle Free Short Sleeve Solid Tops Blouses Button Down Shirts", "asin": "B0DTHXC7ZN", "price": "", "quantity": ""},
{"title": "siliteelon Button Down Shirts for Women Long Sleeve Slim fit Stretch Dress Shirts Work Shirt Wrinkle Free Office Blouses", "asin": "B0DKT557H3", "price": "", "quantity": ""},
{"title": "J.VER Womens Button Down Dress Shirts Solid Long Sleeve Wrinkle Free Formal Collared Shirt Casual Business Blouse with Pocket", "asin": "B0DJ2FQF1W", "price": "", "quantity": ""},
{"title": "DJT Womens Soft Stretchy Knit Plaid Shirts Roll Up Long Sleeve Collared Button Down Blouses Tops", "asin": "B0DHVH5Y7F", "price": "$32.29", "quantity": ""},
{"title": "Tatuo 2 Pieces Fake Collar Detachable Collar for Women Shirts Dickey Half False Blouse Dickey", "asin": "B07GCC9H72", "price": "$15.99", "quantity": ""},
{"title": "CHYRII Women's Casual Flannel Plaid Shacket Button Down Long Sleeve Shirt Jacket Coats with Pockets", "asin": "B0DG5L6Z7R", "price": "$29.99", "quantity": ""},
{"title": "YAMANMAN Womens Button Down Shirt Long Sleeve Classic Collared Tops Work Office Casual Chiffon Blouse", "asin": "B0BY8HHPT1", "price": "$26.99", "quantity": ""},
{"title": "Aoudery Women's Button Down Shirts Fitted Dress Shirts Collared Long Sleeve Wrinkle Free Blouse Formal Office Work Tunic Tops", "asin": "B0DCK45VM8", "price": "$25.99", "quantity": ""},
{"title": "Agnes Orinda Women's Plus Size Sleeveless Top Summer Casual Office Button Down Tank Tops Shirts", "asin": "B0D4Q91DVQ", "price": "$30.99", "quantity": ""},
{"title": "Hawaiian Shirts for Women Tropical Shirt Summer Beach Hawaii Button Down Short Sleeve Blouses Floral Tops Hawaii Outfits 2025", "asin": "B0DSBMGGYK", "price": "", "quantity": ""},
{"title": "HOTEVE Women's Wrinkle-Resistant Smocked Cuffed Striped Button Shirt with Pocket Oversized Casual Boyfriend Blouse", "asin": "B0DNJNWPH8", "price": "", "quantity": ""},
{"title": "JOGAL Women's Floral Blouse Casual Button Down Short Sleeve Aloha Hawaiian Shirt", "asin": "B0D5CYRZ1Q", "price": "", "quantity": ""},
{"title": "XZQTIVE 3 Pack Women Belts For Jeans Dresses Pants Ladies Leather Waist Belt with Gold Buckle", "asin": "B0CLJFZRH2", "price": "$23.30", "quantity": ""},
{"title": "BTFBM Women High Waist Palazzo Pants Casual Wide Leg Trousers Button Down Loose Work Office Business Suit Pant Pockets", "asin": "B0CP76PD7B", "price": "$38.99", "quantity": ""},
{"title": "PRETTYGARDEN Women's Summer 2 Piece Outfits Sleeveless Matching Sets Button Down V Neck Vest Waistcoat and Pockets Shorts", "asin": "B0D17D7MGD", "price": "$48.99", "quantity": ""},
{"title": "Yoofoss Hooded Baby Towels for Newborn 2 Pack 100% Muslin Cotton Baby Bath Towel with Hood for Babies, Infant, Toddler and Kids, Large 32x32Inch, Soft and Absorbent Newborn Essential", "asin": "B09KRQ9SRL", "price": "$21.99", "quantity": ""},
{"title": "Lee Women's Ultra Lux Comfort with Flex Motion Trouser Pant", "asin": "", "price": "$36.90", "quantity": ""},
{"title": "siliteelon Women's Button Down Shirts Long Sleeve Dress Shirts Wrinkle Free Collared Work Office Solid Blouses Corset Tops", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "JASGOOD Leather Skinny Women Belt Ladies Thin Waist Belts Plus Size Adjustable for Jeans Pants Dresses with Metal Buckle", "asin": "", "price": "$21.99", "quantity": ""},
{"title": "EVALESS Womens Pleated Tank Tops V Neck Casual Sleeveless Blouses Summer Basic Vest Shirt", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "Vivilli Womens Ribbed Tank Top Zipper V Neck Dressy Casual Blouses Sleeveless Camisole Tops Work Tank Polo Shirts", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Tapata Women's Office Work Pencil Skirt Stretch High Waist Below Knee Bodycon for Business Casual", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "BTFBM Women's Sleeveless Sweater Vest 2025 Summer Crew Neck Ribbed Knit Lightweight Pullover Casual Loose Fit Tank Tops", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Gaharu Womens Summer Dressy Tank Top Sleeveless Business Casual Blouses Office Work Shirt", "asin": "", "price": "$22.99", "quantity": ""},
{"title": "Blooming Jelly Womens Summer Tank Top Sleeveless Business Casual Outfits 2025 Basic Loose Dressy Work Shirt", "asin": "", "price": "$14.99", "quantity": ""}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-05T02:10:08.819Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
{"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"}
{"timestamp": "2025-04-15T18:05:44.746Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T18:05:48.228Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:41.116Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"}
{"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"}
{"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"}
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{"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"}
{"timestamp": "2025-05-02T03:51:58.705Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"}
{"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:31.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:37.872Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:38.761Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:39.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:42.045Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:45.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:46.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:56:01.559Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:56:18.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:57:22.247Z", "action": "purchase", "action_argument": "B0DJ1J7DDN"}
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-05-05T01:09:27.451Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:05.985Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:57:42.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:43.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:40.164Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:59:44.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:45.255Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:49.891Z", "action": "purchase", "action_argument": "B0DSG2LCX2"}
<|memory_end|>

<|action_start|>
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "Zeagoo Sleeveless Button Down Collar Office Formal Casual Shirt Blouse for Women Tank Tops White", "asin": "B07334PKW6", "price": "$19.99", "quantity": "1"},
{"title": "hearain Womens Button Down Shirts Long Sleeve Chiffon Blouse Basic Classic Collared Soft Shirt Navy Blue Size XXS", "asin": "B0DSG2LCX2", "price": "$14.99"}],
"promotion_items": [{"title": "siliteelon Button Down Shirts for Women Short Sleeve Oxford Shirts Dress Shirts Cotton Collared Work Office Blouse Tops", "asin": "B0DT6P4TL2", "price": "$19.99", "quantity": ""},
{"title": "Jessie Kidden Women's Quick Dry Sun UV Protection Convertible Long Sleeve Shirts for Hiking Camping Fishing Sailing", "asin": "B07QM4D6CH", "price": "$34.99", "quantity": ""},
{"title": "HOTOUCH Womens 3/4 Sleeve Button Down Shirt Slim Fit Work Blouses Cotton Dress Shirts Office Tops", "asin": "B075H89VGL", "price": "$27.99", "quantity": ""},
{"title": "Minibee Women's 3/4 Sleeve Cotton Linen Jacquard Blouses Top T-Shirt", "asin": "B072FFW5VF", "price": "$25.49", "quantity": ""},
{"title": "siliteelon Women's Stain Shield Dress Shirts Wrinkle Free Long Sleeve Shirts Solid Work Business Button Down Shirts", "asin": "B0D6YKCNYD", "price": "$19.99", "quantity": ""},
{"title": "siliteelon Button Down Shirts for Women Long Sleeve Stretch Dress Shirts Work Oxford Shirt Wrinkle Free Office Blouses", "asin": "B0DTP7MVL5", "price": "$19.99", "quantity": ""},
{"title": "siliteelon Womens Stain Shield Dress Shirts Wrinkle Free Short Sleeve Solid Tops Blouses Button Down Shirts", "asin": "B0DTHXC7ZN", "price": "", "quantity": ""},
{"title": "siliteelon Button Down Shirts for Women Long Sleeve Slim fit Stretch Dress Shirts Work Shirt Wrinkle Free Office Blouses", "asin": "B0DKT557H3", "price": "", "quantity": ""},
{"title": "J.VER Womens Button Down Dress Shirts Solid Long Sleeve Wrinkle Free Formal Collared Shirt Casual Business Blouse with Pocket", "asin": "B0DJ2FQF1W", "price": "", "quantity": ""},
{"title": "DJT Womens Soft Stretchy Knit Plaid Shirts Roll Up Long Sleeve Collared Button Down Blouses Tops", "asin": "B0DHVH5Y7F", "price": "$32.29", "quantity": ""},
{"title": "Tatuo 2 Pieces Fake Collar Detachable Collar for Women Shirts Dickey Half False Blouse Dickey", "asin": "B07GCC9H72", "price": "$15.99", "quantity": ""},
{"title": "CHYRII Women's Casual Flannel Plaid Shacket Button Down Long Sleeve Shirt Jacket Coats with Pockets", "asin": "B0DG5L6Z7R", "price": "$29.99", "quantity": ""},
{"title": "YAMANMAN Womens Button Down Shirt Long Sleeve Classic Collared Tops Work Office Casual Chiffon Blouse", "asin": "B0BY8HHPT1", "price": "$26.99", "quantity": ""},
{"title": "Aoudery Women's Button Down Shirts Fitted Dress Shirts Collared Long Sleeve Wrinkle Free Blouse Formal Office Work Tunic Tops", "asin": "B0DCK45VM8", "price": "$25.99", "quantity": ""},
{"title": "Agnes Orinda Women's Plus Size Sleeveless Top Summer Casual Office Button Down Tank Tops Shirts", "asin": "B0D4Q91DVQ", "price": "$30.99", "quantity": ""},
{"title": "Hawaiian Shirts for Women Tropical Shirt Summer Beach Hawaii Button Down Short Sleeve Blouses Floral Tops Hawaii Outfits 2025", "asin": "B0DSBMGGYK", "price": "", "quantity": ""},
{"title": "HOTEVE Women's Wrinkle-Resistant Smocked Cuffed Striped Button Shirt with Pocket Oversized Casual Boyfriend Blouse", "asin": "B0DNJNWPH8", "price": "", "quantity": ""},
{"title": "JOGAL Women's Floral Blouse Casual Button Down Short Sleeve Aloha Hawaiian Shirt", "asin": "B0D5CYRZ1Q", "price": "", "quantity": ""},
{"title": "XZQTIVE 3 Pack Women Belts For Jeans Dresses Pants Ladies Leather Waist Belt with Gold Buckle", "asin": "B0CLJFZRH2", "price": "$23.30", "quantity": ""},
{"title": "BTFBM Women High Waist Palazzo Pants Casual Wide Leg Trousers Button Down Loose Work Office Business Suit Pant Pockets", "asin": "B0CP76PD7B", "price": "$38.99", "quantity": ""},
{"title": "PRETTYGARDEN Women's Summer 2 Piece Outfits Sleeveless Matching Sets Button Down V Neck Vest Waistcoat and Pockets Shorts", "asin": "B0D17D7MGD", "price": "$48.99", "quantity": ""},
{"title": "Yoofoss Hooded Baby Towels for Newborn 2 Pack 100% Muslin Cotton Baby Bath Towel with Hood for Babies, Infant, Toddler and Kids, Large 32x32Inch, Soft and Absorbent Newborn Essential", "asin": "B09KRQ9SRL", "price": "$21.99", "quantity": ""},
{"title": "Lee Women's Ultra Lux Comfort with Flex Motion Trouser Pant", "asin": "", "price": "$36.90", "quantity": ""},
{"title": "siliteelon Women's Button Down Shirts Long Sleeve Dress Shirts Wrinkle Free Collared Work Office Solid Blouses Corset Tops", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "JASGOOD Leather Skinny Women Belt Ladies Thin Waist Belts Plus Size Adjustable for Jeans Pants Dresses with Metal Buckle", "asin": "", "price": "$21.99", "quantity": ""},
{"title": "EVALESS Womens Pleated Tank Tops V Neck Casual Sleeveless Blouses Summer Basic Vest Shirt", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "Vivilli Womens Ribbed Tank Top Zipper V Neck Dressy Casual Blouses Sleeveless Camisole Tops Work Tank Polo Shirts", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Tapata Women's Office Work Pencil Skirt Stretch High Waist Below Knee Bodycon for Business Casual", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "BTFBM Women's Sleeveless Sweater Vest 2025 Summer Crew Neck Ribbed Knit Lightweight Pullover Casual Loose Fit Tank Tops", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Gaharu Womens Summer Dressy Tank Top Sleeveless Business Casual Blouses Office Work Shirt", "asin": "", "price": "$22.99", "quantity": ""},
{"title": "Blooming Jelly Womens Summer Tank Top Sleeveless Business Casual Outfits 2025 Basic Loose Dressy Work Shirt", "asin": "", "price": "$14.99", "quantity": ""}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-05T02:10:08.819Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

<answer>{"timestamp": "2025-05-05T02:10:08.819Z","action": "click","acion_argument": "cart_side_bar",}</answer>
rule
<answer>{"timestamp": "2025-05-05T02:10:08.819Z","action": "click","acion_argument": "cart_side_bar",}</answer>
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
{"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"}
{"timestamp": "2025-04-15T18:05:44.746Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T18:05:48.228Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:41.116Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"}
{"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"}
{"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"}
{"timestamp": "2025-05-02T03:35:11.884Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"}
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{"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"}
{"timestamp": "2025-05-02T03:51:58.705Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"}
{"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:31.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:37.872Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:38.761Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:39.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:42.045Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:45.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:46.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:56:01.559Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:56:18.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:57:22.247Z", "action": "purchase", "action_argument": "B0DJ1J7DDN"}
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-05-05T01:09:27.451Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:05.985Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:57:42.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:43.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:40.164Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:59:44.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:45.255Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:49.891Z", "action": "purchase", "action_argument": "B0DSG2LCX2"}
<|memory_end|>

<|action_start|>
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "Zeagoo Sleeveless Button Down Collar Office Formal Casual Shirt Blouse for Women Tank Tops White", "asin": "B07334PKW6", "price": "$19.99", "quantity": "1"},
{"title": "hearain Womens Button Down Shirts Long Sleeve Chiffon Blouse Basic Classic Collared Soft Shirt Navy Blue Size XXS", "asin": "B0DSG2LCX2", "price": "$14.99"}],
"promotion_items": [{"title": "siliteelon Button Down Shirts for Women Short Sleeve Oxford Shirts Dress Shirts Cotton Collared Work Office Blouse Tops", "asin": "B0DT6P4TL2", "price": "$19.99", "quantity": ""},
{"title": "Jessie Kidden Women's Quick Dry Sun UV Protection Convertible Long Sleeve Shirts for Hiking Camping Fishing Sailing", "asin": "B07QM4D6CH", "price": "$34.99", "quantity": ""},
{"title": "HOTOUCH Womens 3/4 Sleeve Button Down Shirt Slim Fit Work Blouses Cotton Dress Shirts Office Tops", "asin": "B075H89VGL", "price": "$27.99", "quantity": ""},
{"title": "Minibee Women's 3/4 Sleeve Cotton Linen Jacquard Blouses Top T-Shirt", "asin": "B072FFW5VF", "price": "$25.49", "quantity": ""},
{"title": "siliteelon Women's Stain Shield Dress Shirts Wrinkle Free Long Sleeve Shirts Solid Work Business Button Down Shirts", "asin": "B0D6YKCNYD", "price": "$19.99", "quantity": ""},
{"title": "siliteelon Button Down Shirts for Women Long Sleeve Stretch Dress Shirts Work Oxford Shirt Wrinkle Free Office Blouses", "asin": "B0DTP7MVL5", "price": "$19.99", "quantity": ""},
{"title": "siliteelon Womens Stain Shield Dress Shirts Wrinkle Free Short Sleeve Solid Tops Blouses Button Down Shirts", "asin": "B0DTHXC7ZN", "price": "", "quantity": ""},
{"title": "siliteelon Button Down Shirts for Women Long Sleeve Slim fit Stretch Dress Shirts Work Shirt Wrinkle Free Office Blouses", "asin": "B0DKT557H3", "price": "", "quantity": ""},
{"title": "J.VER Womens Button Down Dress Shirts Solid Long Sleeve Wrinkle Free Formal Collared Shirt Casual Business Blouse with Pocket", "asin": "B0DJ2FQF1W", "price": "", "quantity": ""},
{"title": "DJT Womens Soft Stretchy Knit Plaid Shirts Roll Up Long Sleeve Collared Button Down Blouses Tops", "asin": "B0DHVH5Y7F", "price": "$32.29", "quantity": ""},
{"title": "Tatuo 2 Pieces Fake Collar Detachable Collar for Women Shirts Dickey Half False Blouse Dickey", "asin": "B07GCC9H72", "price": "$15.99", "quantity": ""},
{"title": "CHYRII Women's Casual Flannel Plaid Shacket Button Down Long Sleeve Shirt Jacket Coats with Pockets", "asin": "B0DG5L6Z7R", "price": "$29.99", "quantity": ""},
{"title": "YAMANMAN Womens Button Down Shirt Long Sleeve Classic Collared Tops Work Office Casual Chiffon Blouse", "asin": "B0BY8HHPT1", "price": "$26.99", "quantity": ""},
{"title": "Aoudery Women's Button Down Shirts Fitted Dress Shirts Collared Long Sleeve Wrinkle Free Blouse Formal Office Work Tunic Tops", "asin": "B0DCK45VM8", "price": "$25.99", "quantity": ""},
{"title": "Agnes Orinda Women's Plus Size Sleeveless Top Summer Casual Office Button Down Tank Tops Shirts", "asin": "B0D4Q91DVQ", "price": "$30.99", "quantity": ""},
{"title": "Hawaiian Shirts for Women Tropical Shirt Summer Beach Hawaii Button Down Short Sleeve Blouses Floral Tops Hawaii Outfits 2025", "asin": "B0DSBMGGYK", "price": "", "quantity": ""},
{"title": "HOTEVE Women's Wrinkle-Resistant Smocked Cuffed Striped Button Shirt with Pocket Oversized Casual Boyfriend Blouse", "asin": "B0DNJNWPH8", "price": "", "quantity": ""},
{"title": "JOGAL Women's Floral Blouse Casual Button Down Short Sleeve Aloha Hawaiian Shirt", "asin": "B0D5CYRZ1Q", "price": "", "quantity": ""},
{"title": "XZQTIVE 3 Pack Women Belts For Jeans Dresses Pants Ladies Leather Waist Belt with Gold Buckle", "asin": "B0CLJFZRH2", "price": "$23.30", "quantity": ""},
{"title": "BTFBM Women High Waist Palazzo Pants Casual Wide Leg Trousers Button Down Loose Work Office Business Suit Pant Pockets", "asin": "B0CP76PD7B", "price": "$38.99", "quantity": ""},
{"title": "PRETTYGARDEN Women's Summer 2 Piece Outfits Sleeveless Matching Sets Button Down V Neck Vest Waistcoat and Pockets Shorts", "asin": "B0D17D7MGD", "price": "$48.99", "quantity": ""},
{"title": "Yoofoss Hooded Baby Towels for Newborn 2 Pack 100% Muslin Cotton Baby Bath Towel with Hood for Babies, Infant, Toddler and Kids, Large 32x32Inch, Soft and Absorbent Newborn Essential", "asin": "B09KRQ9SRL", "price": "$21.99", "quantity": ""},
{"title": "Lee Women's Ultra Lux Comfort with Flex Motion Trouser Pant", "asin": "", "price": "$36.90", "quantity": ""},
{"title": "siliteelon Women's Button Down Shirts Long Sleeve Dress Shirts Wrinkle Free Collared Work Office Solid Blouses Corset Tops", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "JASGOOD Leather Skinny Women Belt Ladies Thin Waist Belts Plus Size Adjustable for Jeans Pants Dresses with Metal Buckle", "asin": "", "price": "$21.99", "quantity": ""},
{"title": "EVALESS Womens Pleated Tank Tops V Neck Casual Sleeveless Blouses Summer Basic Vest Shirt", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "Vivilli Womens Ribbed Tank Top Zipper V Neck Dressy Casual Blouses Sleeveless Camisole Tops Work Tank Polo Shirts", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Tapata Women's Office Work Pencil Skirt Stretch High Waist Below Knee Bodycon for Business Casual", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "BTFBM Women's Sleeveless Sweater Vest 2025 Summer Crew Neck Ribbed Knit Lightweight Pullover Casual Loose Fit Tank Tops", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Gaharu Womens Summer Dressy Tank Top Sleeveless Business Casual Blouses Office Work Shirt", "asin": "", "price": "$22.99", "quantity": ""},
{"title": "Blooming Jelly Womens Summer Tank Top Sleeveless Business Casual Outfits 2025 Basic Loose Dressy Work Shirt", "asin": "", "price": "$14.99", "quantity": ""}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-05T02:10:08.819Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

train