<|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": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
{"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
{"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
{"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
{"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"}
{"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"}
{"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
{"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
{"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
{"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": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
{"timestamp": "2025-04-29T16:15:32.061Z", "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": "2025-05-02T03:36:27.082Z", "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"}
{"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"}
{"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"}
{"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"}
{"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"}
{"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"}
{"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": "2025-05-02T03:52:11.484Z", "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"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
  "search_term": [
    {
  "term": ""
}
  ],
  "product_details": [
    {
  "title": "Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office"
},
    {
  "price": "$21.49"
},
    {
  "bullet_list": "PU Leather Upper: These women's dress shoes feature a stylish PU Leather upper with intricate patterns, adding an elegant touch to your look. design ensures comfort while exuding sophistication. Round Toe Design: Unlike traditional pointed flats, the round toe provides extra space, ensuring a snug yet comfortable fit. Ideal for women\u2019s work shoes or loafers shoes. Memory Foam Insole: Cushioned for long-lasting comfort, these slip on shoes are great for work, driving, or even weddings. Great as teacher shoes or dressy shoes. ersatile Colors: Available in multiple shades, these cute PU Leather shoes pair effortlessly with dresses, jeans, or skirts, making them stylish ballet flats for any occasion. ersatile Colors: Available in multiple shades, these cute PU Leather shoes pair effortlessly with dresses, jeans, or skirts, making them stylish ballet flats for any occasion."
},
    {
  "asin": "B0DRY4ZXBM"
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Size": "5"
},
    {
  "Color": "Black"
}
  ],
  "promotion_items": [
    {"title": "DREAM PAIRS Loafers for Women Casual Comfortable Slip On Flat Lightweight Leisure Work Shoe Comfort Walking Shoes,Size 6.5,Black-Pu,DWUMSP2501", "asin": "B0DLW6YY67", "price": "$34.19", "quantity": ""},
    {"title": "Vespiero Loafers for Women Comfortable Slip on Work Flats Shoes Womens Dressy Casual Walking Shoes Beige Knit Fabric Size 9", "asin": "B0D4V9BNVX", "price": "$35.14", "quantity": ""},
    {"title": "ABEJOJO Women's Loafer Shoes, Comfortable Slip on Casual Flat Penny Shoes for Walking, Driving, Dressy (Black PU 6.5)", "asin": "B0DPTDJ7Q1", "price": "$34.19", "quantity": ""},
    {"title": "DeYashopin Women's Loafer Shoes Leisure Slip On Work Shoes Comfort Walking Flats Black Velvet 7", "asin": "B0B916CFW8", "price": "$37.99", "quantity": ""},
    {"title": "BGSTGUDS Women's Wide Loafers Shoes Cute Dressy Shoes Ladies Comfort Slip Ons Work Shoes, Black, Size 11W", "asin": "B0BM5LNQNS", "price": "$33.19", "quantity": ""},
    {"title": "Gasfly Women's Business Loafers Work Casual Flats Shoes Comfortable & Lightweight Penny Shoes PU Leather Slip On Walking Shoes", "asin": "B0D8424VZ6", "price": "$45.99", "quantity": ""},
    {"title": "Ecetana Womens Flats Shoes Dressy: Round Toe Bowknot Suede Foldable Comfortable Casual Slip On Ballet Loafers Black", "asin": "B0DS5GGRZ9", "price": "$19.70", "quantity": ""},
    {"title": "Vespiero Loafers for Women Comfortable Slip on Work Flats Shoes Womens Dressy Casual Walking Shoes Navy Blue Knit Fabric Size 8", "asin": "B0D4V8RZMM", "price": "$35.14", "quantity": ""},
    {"title": "DREAM PAIRS Loafers for Women Casual Comfortable Slip On Flat Lightweight Leisure Work Shoe Comfort Walking Shoes,Size 9.5,Black-Suede,DWUMSP2501", "asin": "B0DLW55WB9", "price": "$34.19", "quantity": ""},
    {"title": "HEAWISH Women's Black Loafers Floral Ballet Flats Shoes,Pu Leather Dress Shoes with Heel Comfortable Slip on Loafer(Black,US7)", "asin": "B0CTZV623P", "price": "$25.10", "quantity": ""},
    {"title": "Gasfly Women's Business Loafers Work Casual Flats Shoes Comfortable & Lightweight Penny Shoes PU Leather Slip On Walking Shoes", "asin": "B0D8424VZ6", "price": "$45.99", "quantity": ""},
    {"title": "Women's Lightweight Knitted Loafers Casual Flat Shoes Comfortable Boat Shoes Flat Bottomed Breathable Shoes-Brown-8", "asin": "B0DC2SW5FD", "price": "$29.69", "quantity": ""},
    {"title": "Ortho+rest Women Orthopedic Dress Shoes Bunions Loafers Slip On Orthotic Shoes (7.5,Black PU)", "asin": "B0CMXDKF9J", "price": "$59.99", "quantity": ""},
    {"title": "VenusCelia Women's Serenity Breathable Lace Upper Flat (6.5 M US,Black)", "asin": "B0CPVQCPR3", "price": "$35.99", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-05-05T01:09:27.451Z", // 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": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
{"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
{"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"}
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{"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"}
{"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": "2025-05-02T03:52:11.484Z", "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"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
  "search_term": [
    {
  "term": ""
}
  ],
  "product_details": [
    {
  "title": "Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office"
},
    {
  "price": "$21.49"
},
    {
  "bullet_list": "PU Leather Upper: These women's dress shoes feature a stylish PU Leather upper with intricate patterns, adding an elegant touch to your look. design ensures comfort while exuding sophistication. Round Toe Design: Unlike traditional pointed flats, the round toe provides extra space, ensuring a snug yet comfortable fit. Ideal for women\u2019s work shoes or loafers shoes. Memory Foam Insole: Cushioned for long-lasting comfort, these slip on shoes are great for work, driving, or even weddings. Great as teacher shoes or dressy shoes. ersatile Colors: Available in multiple shades, these cute PU Leather shoes pair effortlessly with dresses, jeans, or skirts, making them stylish ballet flats for any occasion. ersatile Colors: Available in multiple shades, these cute PU Leather shoes pair effortlessly with dresses, jeans, or skirts, making them stylish ballet flats for any occasion."
},
    {
  "asin": "B0DRY4ZXBM"
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Size": "5"
},
    {
  "Color": "Black"
}
  ],
  "promotion_items": [
    {"title": "DREAM PAIRS Loafers for Women Casual Comfortable Slip On Flat Lightweight Leisure Work Shoe Comfort Walking Shoes,Size 6.5,Black-Pu,DWUMSP2501", "asin": "B0DLW6YY67", "price": "$34.19", "quantity": ""},
    {"title": "Vespiero Loafers for Women Comfortable Slip on Work Flats Shoes Womens Dressy Casual Walking Shoes Beige Knit Fabric Size 9", "asin": "B0D4V9BNVX", "price": "$35.14", "quantity": ""},
    {"title": "ABEJOJO Women's Loafer Shoes, Comfortable Slip on Casual Flat Penny Shoes for Walking, Driving, Dressy (Black PU 6.5)", "asin": "B0DPTDJ7Q1", "price": "$34.19", "quantity": ""},
    {"title": "DeYashopin Women's Loafer Shoes Leisure Slip On Work Shoes Comfort Walking Flats Black Velvet 7", "asin": "B0B916CFW8", "price": "$37.99", "quantity": ""},
    {"title": "BGSTGUDS Women's Wide Loafers Shoes Cute Dressy Shoes Ladies Comfort Slip Ons Work Shoes, Black, Size 11W", "asin": "B0BM5LNQNS", "price": "$33.19", "quantity": ""},
    {"title": "Gasfly Women's Business Loafers Work Casual Flats Shoes Comfortable & Lightweight Penny Shoes PU Leather Slip On Walking Shoes", "asin": "B0D8424VZ6", "price": "$45.99", "quantity": ""},
    {"title": "Ecetana Womens Flats Shoes Dressy: Round Toe Bowknot Suede Foldable Comfortable Casual Slip On Ballet Loafers Black", "asin": "B0DS5GGRZ9", "price": "$19.70", "quantity": ""},
    {"title": "Vespiero Loafers for Women Comfortable Slip on Work Flats Shoes Womens Dressy Casual Walking Shoes Navy Blue Knit Fabric Size 8", "asin": "B0D4V8RZMM", "price": "$35.14", "quantity": ""},
    {"title": "DREAM PAIRS Loafers for Women Casual Comfortable Slip On Flat Lightweight Leisure Work Shoe Comfort Walking Shoes,Size 9.5,Black-Suede,DWUMSP2501", "asin": "B0DLW55WB9", "price": "$34.19", "quantity": ""},
    {"title": "HEAWISH Women's Black Loafers Floral Ballet Flats Shoes,Pu Leather Dress Shoes with Heel Comfortable Slip on Loafer(Black,US7)", "asin": "B0CTZV623P", "price": "$25.10", "quantity": ""},
    {"title": "Gasfly Women's Business Loafers Work Casual Flats Shoes Comfortable & Lightweight Penny Shoes PU Leather Slip On Walking Shoes", "asin": "B0D8424VZ6", "price": "$45.99", "quantity": ""},
    {"title": "Women's Lightweight Knitted Loafers Casual Flat Shoes Comfortable Boat Shoes Flat Bottomed Breathable Shoes-Brown-8", "asin": "B0DC2SW5FD", "price": "$29.69", "quantity": ""},
    {"title": "Ortho+rest Women Orthopedic Dress Shoes Bunions Loafers Slip On Orthotic Shoes (7.5,Black PU)", "asin": "B0CMXDKF9J", "price": "$59.99", "quantity": ""},
    {"title": "VenusCelia Women's Serenity Breathable Lace Upper Flat (6.5 M US,Black)", "asin": "B0CPVQCPR3", "price": "$35.99", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-05-05T01:09:27.451Z", // 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>product_option</answer_argument>
rule
<answer_action>click</answer_action><answer_argument>product_option</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": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
{"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
{"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
{"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
{"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"}
{"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"}
{"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
{"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
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{"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": "2025-05-02T03:52:11.484Z", "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"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
  "search_term": [
    {
  "term": ""
}
  ],
  "product_details": [
    {
  "title": "Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office"
},
    {
  "price": "$21.49"
},
    {
  "bullet_list": "PU Leather Upper: These women's dress shoes feature a stylish PU Leather upper with intricate patterns, adding an elegant touch to your look. design ensures comfort while exuding sophistication. Round Toe Design: Unlike traditional pointed flats, the round toe provides extra space, ensuring a snug yet comfortable fit. Ideal for women\u2019s work shoes or loafers shoes. Memory Foam Insole: Cushioned for long-lasting comfort, these slip on shoes are great for work, driving, or even weddings. Great as teacher shoes or dressy shoes. ersatile Colors: Available in multiple shades, these cute PU Leather shoes pair effortlessly with dresses, jeans, or skirts, making them stylish ballet flats for any occasion. ersatile Colors: Available in multiple shades, these cute PU Leather shoes pair effortlessly with dresses, jeans, or skirts, making them stylish ballet flats for any occasion."
},
    {
  "asin": "B0DRY4ZXBM"
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Size": "5"
},
    {
  "Color": "Black"
}
  ],
  "promotion_items": [
    {"title": "DREAM PAIRS Loafers for Women Casual Comfortable Slip On Flat Lightweight Leisure Work Shoe Comfort Walking Shoes,Size 6.5,Black-Pu,DWUMSP2501", "asin": "B0DLW6YY67", "price": "$34.19", "quantity": ""},
    {"title": "Vespiero Loafers for Women Comfortable Slip on Work Flats Shoes Womens Dressy Casual Walking Shoes Beige Knit Fabric Size 9", "asin": "B0D4V9BNVX", "price": "$35.14", "quantity": ""},
    {"title": "ABEJOJO Women's Loafer Shoes, Comfortable Slip on Casual Flat Penny Shoes for Walking, Driving, Dressy (Black PU 6.5)", "asin": "B0DPTDJ7Q1", "price": "$34.19", "quantity": ""},
    {"title": "DeYashopin Women's Loafer Shoes Leisure Slip On Work Shoes Comfort Walking Flats Black Velvet 7", "asin": "B0B916CFW8", "price": "$37.99", "quantity": ""},
    {"title": "BGSTGUDS Women's Wide Loafers Shoes Cute Dressy Shoes Ladies Comfort Slip Ons Work Shoes, Black, Size 11W", "asin": "B0BM5LNQNS", "price": "$33.19", "quantity": ""},
    {"title": "Gasfly Women's Business Loafers Work Casual Flats Shoes Comfortable & Lightweight Penny Shoes PU Leather Slip On Walking Shoes", "asin": "B0D8424VZ6", "price": "$45.99", "quantity": ""},
    {"title": "Ecetana Womens Flats Shoes Dressy: Round Toe Bowknot Suede Foldable Comfortable Casual Slip On Ballet Loafers Black", "asin": "B0DS5GGRZ9", "price": "$19.70", "quantity": ""},
    {"title": "Vespiero Loafers for Women Comfortable Slip on Work Flats Shoes Womens Dressy Casual Walking Shoes Navy Blue Knit Fabric Size 8", "asin": "B0D4V8RZMM", "price": "$35.14", "quantity": ""},
    {"title": "DREAM PAIRS Loafers for Women Casual Comfortable Slip On Flat Lightweight Leisure Work Shoe Comfort Walking Shoes,Size 9.5,Black-Suede,DWUMSP2501", "asin": "B0DLW55WB9", "price": "$34.19", "quantity": ""},
    {"title": "HEAWISH Women's Black Loafers Floral Ballet Flats Shoes,Pu Leather Dress Shoes with Heel Comfortable Slip on Loafer(Black,US7)", "asin": "B0CTZV623P", "price": "$25.10", "quantity": ""},
    {"title": "Gasfly Women's Business Loafers Work Casual Flats Shoes Comfortable & Lightweight Penny Shoes PU Leather Slip On Walking Shoes", "asin": "B0D8424VZ6", "price": "$45.99", "quantity": ""},
    {"title": "Women's Lightweight Knitted Loafers Casual Flat Shoes Comfortable Boat Shoes Flat Bottomed Breathable Shoes-Brown-8", "asin": "B0DC2SW5FD", "price": "$29.69", "quantity": ""},
    {"title": "Ortho+rest Women Orthopedic Dress Shoes Bunions Loafers Slip On Orthotic Shoes (7.5,Black PU)", "asin": "B0CMXDKF9J", "price": "$59.99", "quantity": ""},
    {"title": "VenusCelia Women's Serenity Breathable Lace Upper Flat (6.5 M US,Black)", "asin": "B0CPVQCPR3", "price": "$35.99", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-05-05T01:09:27.451Z", // 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