<|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": "2025-04-15T22:03:50.809Z", "action": "input", "action_argument": "moving ta"}
{"timestamp": "2025-04-15T22:03:50.903Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T22:04:38.225Z", "action": "purchase", "action_argument": "B00RSB6I1E"}
{"timestamp": "2025-04-15T23:09:04.763Z", "action": "input", "action_argument": "moving tape"}
{"timestamp": "2025-04-15T23:09:23.423Z", "action": "input", "action_argument": "shrink wrap"}
{"timestamp": "2025-04-15T23:10:15.196Z", "action": "purchase", "action_argument": "B0C7VJX57W"}
{"timestamp": "2025-04-15T23:10:27.240Z", "action": "input", "action_argument": "sharpie"}
{"timestamp": "2025-04-15T23:10:27.325Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T23:10:43.637Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T22:01:05.587Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T22:01:15.253Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:16.567Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:18.116Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:20.343Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:21.923Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:24.504Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:30.063Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T22:01:34.203Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T22:03:42.916Z", "action": "click_product", "action_argument": "B0BLHTX7V6"}
{"timestamp": "2025-04-16T22:05:23.240Z", "action": "purchase", "action_argument": "B0BLHTX7V6, B0BWMXRSH8"}
{"timestamp": "2025-04-16T22:06:14.683Z", "action": "click_product", "action_argument": "B0BWMXRSH8"}
{"timestamp": "2025-04-16T22:06:20.397Z", "action": "click_product", "action_argument": "B0BLHTX7V6"}
{"timestamp": "2025-04-16T22:07:21.745Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:14.484Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:33.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:51.290Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:58.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:00.603Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:03.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:04.483Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:05.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:14.541Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:18.606Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:10:05.152Z", "action": "input", "action_argument": "ceramic"}
{"timestamp": "2025-04-16T22:10:05.254Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T22:11:01.297Z", "action": "click_product", "action_argument": "B0CH1SNCPT"}
{"timestamp": "2025-04-16T22:11:13.734Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T22:12:02.528Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T22:12:15.563Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T22:12:41.932Z", "action": "purchase", "action_argument": "B0DM6ZLKF8"}
{"timestamp": "2025-04-16T22:12:45.687Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T22:12:59.013Z", "action": "input", "action_argument": "kitchen kni"}
{"timestamp": "2025-04-16T22:12:59.083Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T22:13:42.239Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T22:13:48.930Z", "action": "click_product", "action_argument": "B07QS75B5R"}
{"timestamp": "2025-04-16T22:14:14.048Z", "action": "input", "action_argument": "counter stool"}
{"timestamp": "2025-04-16T22:14:14.136Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T22:15:09.441Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T22:18:26.834Z", "action": "input", "action_argument": "monitor box"}
{"timestamp": "2025-04-16T22:18:26.942Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T22:18:53.181Z", "action": "click_product", "action_argument": "B007XPBW3E"}
{"timestamp": "2025-04-16T22:19:48.527Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:19:50.032Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:19:51.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:11.589Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:21.237Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:23.075Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:30.950Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:33.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:43.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:20:57.522Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:21:01.417Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:21:09.527Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:21:12.872Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:21:19.334Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:21:26.378Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:21:41.244Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-17T01:58:58.133Z", "action": "input", "action_argument": "charger con"}
{"timestamp": "2025-04-17T01:58:58.220Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-17T01:59:32.528Z", "action": "click_product", "action_argument": "B0B27HX6P7"}
{"timestamp": "2025-04-19T15:08:53.553Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-19T15:09:17.944Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-19T15:09:33.125Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-19T15:10:06.352Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T15:10:12.031Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T15:10:13.655Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-20T21:52:26.902Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-20T21:53:49.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:53:51.550Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:53:53.509Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:00.678Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:04.235Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:05.422Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:06.275Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:08.396Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:08.931Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:09.608Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:10.779Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:11.399Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:12.925Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T21:54:18.501Z", "action": "input", "action_argument": "carawa"}
{"timestamp": "2025-04-20T21:54:18.598Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-20T21:54:57.470Z", "action": "click_product", "action_argument": "B08XM1B6ZX"}
{"timestamp": "2025-04-20T21:55:34.087Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-20T21:55:52.551Z", "action": "purchase", "action_argument": "B08XM1B6ZX"}
{"timestamp": "2025-04-20T21:55:59.164Z", "action": "click_product", "action_argument": ""}
{"timestamp": "2025-04-20T21:57:38.883Z", "action": "input", "action_argument": "kitchen trash"}
{"timestamp": "2025-04-20T21:57:38.939Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-20T21:57:47.719Z", "action": "input", "action_argument": "kitchen trash can"}
{"timestamp": "2025-04-20T21:59:52.500Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-20T22:03:41.408Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-20T22:03:50.654Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-20T22:04:47.612Z", "action": "click_product", "action_argument": "B0DNP3CWG7"}
{"timestamp": "2025-04-20T22:05:04.398Z", "action": "click_product", "action_argument": "B000ZIVN9O"}
{"timestamp": "2025-04-21T02:00:03.588Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:06:04.621Z", "action": "input", "action_argument": "counter"}
{"timestamp": "2025-04-21T02:06:04.681Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T02:07:37.010Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:07:39.042Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:07:42.562Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:07:45.782Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:07:59.291Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:00.357Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:01.945Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:06.579Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:09.402Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:10.823Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:11.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:13.132Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:13.945Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:16.746Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:17.392Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:19.457Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:20.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:32.176Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:08:48.182Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:54.063Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:08:57.679Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:02.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:05.225Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:05.994Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:11.899Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:13.208Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:20.657Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:25.807Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:27.195Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:34.546Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:36.281Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:37.063Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:40.331Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:41.549Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:09:43.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:10:08.250Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:10:27.399Z", "action": "click_product", "action_argument": "/promo/A1U14TP8VU22XM"}
{"timestamp": "2025-04-21T02:12:45.616Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T02:12:48.610Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T02:12:52.524Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T02:12:55.698Z", "action": "purchase", "action_argument": "B0BG38ZL8R"}
{"timestamp": "2025-04-21T02:13:11.180Z", "action": "input", "action_argument": "baking pan"}
{"timestamp": "2025-04-21T02:15:21.335Z", "action": "input", "action_argument": "glass stora"}
{"timestamp": "2025-04-21T02:15:21.420Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T02:16:03.898Z", "action": "click_product", "action_argument": "B09QQGY1BW"}
{"timestamp": "2025-04-21T02:17:14.376Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:17.540Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:22.261Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:25.440Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:26.159Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:27.071Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:27.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:29.279Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:29.902Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:30.458Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:31.541Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:17:34.079Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:19:53.995Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:20:26.437Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:20:28.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T02:20:31.104Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T02:20:35.384Z", "action": "purchase", "action_argument": "B08XLT1YD8"}
{"timestamp": "2025-04-21T02:20:40.097Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T02:20:48.777Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:25:54.396Z", "action": "click_product", "action_argument": "B0CH1SNCPT"}
{"timestamp": "2025-04-21T02:26:04.767Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T02:26:19.344Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T02:27:17.204Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T02:27:22.759Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T23:58:20.276Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T23:58:30.298Z", "action": "input", "action_argument": "ceramic non"}
{"timestamp": "2025-04-21T23:58:30.386Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T23:59:06.717Z", "action": "click_product", "action_argument": "B0CH1SSTMF"}
{"timestamp": "2025-04-21T23:59:13.439Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T23:59:18.291Z", "action": "purchase", "action_argument": "B0DM6ZLKF8"}
{"timestamp": "2025-04-21T23:59:26.540Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T23:59:29.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T23:59:51.988Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T23:59:55.956Z", "action": "click_product", "action_argument": "B08XM1B6ZX"}
{"timestamp": "2025-04-22T00:00:21.859Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-22T00:00:45.690Z", "action": "input", "action_argument": "shower "}
{"timestamp": "2025-04-22T00:00:45.780Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-22T00:02:25.889Z", "action": "click_product", "action_argument": "B081YQBPSS"}
{"timestamp": "2025-04-22T00:02:55.665Z", "action": "purchase", "action_argument": "B081YQBPSS"}
{"timestamp": "2025-04-23T23:29:49.682Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-23T23:30:55.227Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-23T23:59:08.229Z", "action": "input", "action_argument": "vac"}
{"timestamp": "2025-04-23T23:59:08.331Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-23T23:59:37.494Z", "action": "click_product", "action_argument": "B0D9QMMHVZ"}
{"timestamp": "2025-04-24T00:00:06.044Z", "action": "purchase", "action_argument": "B0D9QMMHVZ"}
{"timestamp": "2025-04-24T00:00:12.514Z", "action": "input", "action_argument": "dys"}
{"timestamp": "2025-04-24T00:00:12.619Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T00:00:25.326Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T00:00:31.484Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:34.888Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:42.976Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:43.927Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:44.702Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:46.288Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:48.203Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:48.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:49.466Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T00:00:51.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T20:23:15.625Z", "action": "input", "action_argument": "green counter"}
{"timestamp": "2025-04-24T20:23:15.703Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T20:23:49.010Z", "action": "input", "action_argument": " green bar"}
{"timestamp": "2025-04-24T20:23:49.113Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T21:57:52.517Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-24T21:58:00.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T21:59:55.918Z", "action": "click_product", "action_argument": "B0BWMXRSH8"}
{"timestamp": "2025-04-24T22:01:08.283Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:02:11.144Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T22:02:45.080Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:02:48.276Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:02:57.065Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:02:57.863Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:02:58.581Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:02:59.251Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:00.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:00.864Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:04.969Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:05.738Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:06.310Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:06.804Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:07.287Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:09.487Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:10.984Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:14.015Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:14.734Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:16.718Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:28.692Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:29.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:30.790Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:34.276Z", "action": "purchase", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T22:03:55.145Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:51:34.342Z", "action": "click_product", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T22:52:04.818Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:05.949Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:08.249Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:09.203Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:09.751Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:13.730Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:14.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:16.124Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:17.982Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.532Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.716Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.071Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:20.245Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:21.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:21.526Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:23.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:24.673Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:25.191Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:28.409Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:29.329Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:30.556Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:32.274Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:39.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:46.781Z", "action": "input", "action_argument": "kitchen is"}
{"timestamp": "2025-04-24T22:52:46.864Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:52:57.754Z", "action": "click_product", "action_argument": "B01FLRV1LI"}
{"timestamp": "2025-04-24T22:53:25.201Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:54:28.666Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:55:09.012Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:12.369Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:18.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:19.181Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:23.560Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:25.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:26.200Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:50.031Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:53.818Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:56:20.716Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:56:31.243Z", "action": "input", "action_argument": "kitchen kniv"}
{"timestamp": "2025-04-24T22:56:31.281Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:56:31.415Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:57:24.842Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:57:27.408Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:57:31.195Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:58:02.121Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T22:58:12.660Z", "action": "purchase", "action_argument": "B00R3Z49G6"}
{"timestamp": "2025-04-24T22:58:22.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:58:58.361Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:05.835Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:13.069Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:15.938Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:17.851Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:00:36.899Z", "action": "click_product", "action_argument": "B0BNJXV9WH"}
{"timestamp": "2025-04-24T23:01:03.174Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:11.281Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:15.831Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:21.761Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:23.728Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:34.327Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:01:39.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:01:56.523Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:01:58.792Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:00.066Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:00.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:02.762Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:03.310Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:03.907Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:04.480Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:04.972Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:05.440Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:06.579Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:07.174Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:07.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:08.291Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:08.757Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:09.194Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:13.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:13.808Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:14.496Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:15.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:15.883Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:16.389Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:16.897Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:17.345Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:17.897Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:18.407Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:20.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:27.211Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:28.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:30.064Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:32.822Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:03:16.809Z", "action": "input", "action_argument": "granite cutt"}
{"timestamp": "2025-04-24T23:03:16.894Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:03:41.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:04:09.907Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T23:04:20.519Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:05:35.406Z", "action": "input", "action_argument": "mirror"}
{"timestamp": "2025-04-24T23:05:35.476Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:06:23.955Z", "action": "input", "action_argument": "plant"}
{"timestamp": "2025-04-24T23:06:27.012Z", "action": "input", "action_argument": "plant sta"}
{"timestamp": "2025-04-24T23:06:27.084Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:06:48.748Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:08:44.249Z", "action": "click_product", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T23:09:35.113Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:10:06.185Z", "action": "purchase", "action_argument": "B00R3Z49G6, B0CLDGQBLK, B0D9QMMHVZ, B0DM6ZLKF8, B0BLHTX7V6"}
{"timestamp": "2025-04-24T23:14:18.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:20.186Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:29.712Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:30.979Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:32.091Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:34.252Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:34.883Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:36.077Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:36.980Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:43.908Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:50.595Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:51.313Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:56.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:58.846Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:06.211Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:08.068Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:24.985Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-24T23:22:29.757Z", "action": "input", "action_argument": "small coffee"}
{"timestamp": "2025-04-24T23:22:29.842Z", "action": "click", "action_argument": "suggested_term"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-29T01:55:40.169Z", "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.
{

}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-29T01:56:27.375Z", // 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": "2025-04-15T22:03:50.809Z", "action": "input", "action_argument": "moving ta"}
{"timestamp": "2025-04-15T22:03:50.903Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T22:04:38.225Z", "action": "purchase", "action_argument": "B00RSB6I1E"}
{"timestamp": "2025-04-15T23:09:04.763Z", "action": "input", "action_argument": "moving tape"}
{"timestamp": "2025-04-15T23:09:23.423Z", "action": "input", "action_argument": "shrink wrap"}
{"timestamp": "2025-04-15T23:10:15.196Z", "action": "purchase", "action_argument": "B0C7VJX57W"}
{"timestamp": "2025-04-15T23:10:27.240Z", "action": "input", "action_argument": "sharpie"}
{"timestamp": "2025-04-15T23:10:27.325Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T23:10:43.637Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T22:01:05.587Z", "action": "click", "action_argument": "nav_bar"}
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{"timestamp": "2025-04-24T22:02:58.581Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:02:59.251Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:00.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:00.864Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:04.969Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:05.738Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:06.310Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:06.804Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:07.287Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:09.487Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:10.984Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:14.015Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:14.734Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:16.718Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:28.692Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:29.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:30.790Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:03:34.276Z", "action": "purchase", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T22:03:55.145Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:51:34.342Z", "action": "click_product", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T22:52:04.818Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:05.949Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:08.249Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:09.203Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:09.751Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:13.730Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:14.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:16.124Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:17.982Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.532Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.716Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.071Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:20.245Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:21.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:21.526Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:23.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:24.673Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:25.191Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:28.409Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:29.329Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:30.556Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:32.274Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:39.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:46.781Z", "action": "input", "action_argument": "kitchen is"}
{"timestamp": "2025-04-24T22:52:46.864Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:52:57.754Z", "action": "click_product", "action_argument": "B01FLRV1LI"}
{"timestamp": "2025-04-24T22:53:25.201Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:54:28.666Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:55:09.012Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:12.369Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:18.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:19.181Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:23.560Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:25.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:26.200Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:50.031Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:53.818Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:56:20.716Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:56:31.243Z", "action": "input", "action_argument": "kitchen kniv"}
{"timestamp": "2025-04-24T22:56:31.281Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:56:31.415Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:57:24.842Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:57:27.408Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:57:31.195Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:58:02.121Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T22:58:12.660Z", "action": "purchase", "action_argument": "B00R3Z49G6"}
{"timestamp": "2025-04-24T22:58:22.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:58:58.361Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:05.835Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:13.069Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:15.938Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:17.851Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:00:36.899Z", "action": "click_product", "action_argument": "B0BNJXV9WH"}
{"timestamp": "2025-04-24T23:01:03.174Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:11.281Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:15.831Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:21.761Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:23.728Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:34.327Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:01:39.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:01:56.523Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:01:58.792Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:00.066Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:00.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:02.762Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:03.310Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:03.907Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:04.480Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:04.972Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:05.440Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:06.579Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:07.174Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:07.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:08.291Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:08.757Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:09.194Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:13.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:13.808Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:14.496Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:15.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:15.883Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:16.389Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:16.897Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:17.345Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:17.897Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:18.407Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:20.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:27.211Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:28.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:30.064Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:32.822Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:03:16.809Z", "action": "input", "action_argument": "granite cutt"}
{"timestamp": "2025-04-24T23:03:16.894Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:03:41.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:04:09.907Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T23:04:20.519Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:05:35.406Z", "action": "input", "action_argument": "mirror"}
{"timestamp": "2025-04-24T23:05:35.476Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:06:23.955Z", "action": "input", "action_argument": "plant"}
{"timestamp": "2025-04-24T23:06:27.012Z", "action": "input", "action_argument": "plant sta"}
{"timestamp": "2025-04-24T23:06:27.084Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:06:48.748Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:08:44.249Z", "action": "click_product", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T23:09:35.113Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:10:06.185Z", "action": "purchase", "action_argument": "B00R3Z49G6, B0CLDGQBLK, B0D9QMMHVZ, B0DM6ZLKF8, B0BLHTX7V6"}
{"timestamp": "2025-04-24T23:14:18.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:20.186Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:29.712Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:30.979Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:32.091Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:34.252Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:34.883Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:36.077Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:36.980Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:43.908Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:50.595Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:51.313Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:56.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:58.846Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:06.211Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:08.068Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:24.985Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-24T23:22:29.757Z", "action": "input", "action_argument": "small coffee"}
{"timestamp": "2025-04-24T23:22:29.842Z", "action": "click", "action_argument": "suggested_term"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-29T01:55:40.169Z", "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.
{

}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-29T01:56:27.375Z", // 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>

<|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": "2025-04-15T22:03:50.809Z", "action": "input", "action_argument": "moving ta"}
{"timestamp": "2025-04-15T22:03:50.903Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T22:04:38.225Z", "action": "purchase", "action_argument": "B00RSB6I1E"}
{"timestamp": "2025-04-15T23:09:04.763Z", "action": "input", "action_argument": "moving tape"}
{"timestamp": "2025-04-15T23:09:23.423Z", "action": "input", "action_argument": "shrink wrap"}
{"timestamp": "2025-04-15T23:10:15.196Z", "action": "purchase", "action_argument": "B0C7VJX57W"}
{"timestamp": "2025-04-15T23:10:27.240Z", "action": "input", "action_argument": "sharpie"}
{"timestamp": "2025-04-15T23:10:27.325Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T23:10:43.637Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T22:01:05.587Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T22:01:15.253Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:16.567Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:18.116Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:20.343Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:21.923Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:24.504Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T22:01:30.063Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T22:01:34.203Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T22:03:42.916Z", "action": "click_product", "action_argument": "B0BLHTX7V6"}
{"timestamp": "2025-04-16T22:05:23.240Z", "action": "purchase", "action_argument": "B0BLHTX7V6, B0BWMXRSH8"}
{"timestamp": "2025-04-16T22:06:14.683Z", "action": "click_product", "action_argument": "B0BWMXRSH8"}
{"timestamp": "2025-04-16T22:06:20.397Z", "action": "click_product", "action_argument": "B0BLHTX7V6"}
{"timestamp": "2025-04-16T22:07:21.745Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:14.484Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:33.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:51.290Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:08:58.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:00.603Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:03.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:04.483Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:05.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:14.541Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:09:18.606Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T22:10:05.152Z", "action": "input", "action_argument": "ceramic"}
{"timestamp": "2025-04-16T22:10:05.254Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T22:11:01.297Z", "action": "click_product", "action_argument": "B0CH1SNCPT"}
{"timestamp": "2025-04-16T22:11:13.734Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T22:12:02.528Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T22:12:15.563Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-04-24T22:52:18.716Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:18.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.071Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:19.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:20.245Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:21.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:21.526Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:23.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:24.673Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:25.191Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:28.409Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:29.329Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:30.556Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:32.274Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:39.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:52:46.781Z", "action": "input", "action_argument": "kitchen is"}
{"timestamp": "2025-04-24T22:52:46.864Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:52:57.754Z", "action": "click_product", "action_argument": "B01FLRV1LI"}
{"timestamp": "2025-04-24T22:53:25.201Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:54:28.666Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:55:09.012Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:12.369Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:18.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:19.181Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:23.560Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:25.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:26.200Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:50.031Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T22:55:53.818Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:56:20.716Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:56:31.243Z", "action": "input", "action_argument": "kitchen kniv"}
{"timestamp": "2025-04-24T22:56:31.281Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:56:31.415Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T22:57:24.842Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:57:27.408Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:57:31.195Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:58:02.121Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T22:58:12.660Z", "action": "purchase", "action_argument": "B00R3Z49G6"}
{"timestamp": "2025-04-24T22:58:22.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T22:58:58.361Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:05.835Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:13.069Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:15.938Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T22:59:17.851Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:00:36.899Z", "action": "click_product", "action_argument": "B0BNJXV9WH"}
{"timestamp": "2025-04-24T23:01:03.174Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:11.281Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:15.831Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:21.761Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:23.728Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-24T23:01:34.327Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:01:39.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:01:56.523Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:01:58.792Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:00.066Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:00.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:02.762Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:03.310Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:03.907Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:04.480Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:04.972Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:05.440Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:06.579Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:07.174Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:07.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:08.291Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:08.757Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:09.194Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:13.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:13.808Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:14.496Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:15.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:15.883Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:16.389Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:16.897Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:17.345Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:17.897Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:18.407Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:20.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:27.211Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:28.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:30.064Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:02:32.822Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:03:16.809Z", "action": "input", "action_argument": "granite cutt"}
{"timestamp": "2025-04-24T23:03:16.894Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:03:41.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:04:09.907Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-24T23:04:20.519Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:05:35.406Z", "action": "input", "action_argument": "mirror"}
{"timestamp": "2025-04-24T23:05:35.476Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:06:23.955Z", "action": "input", "action_argument": "plant"}
{"timestamp": "2025-04-24T23:06:27.012Z", "action": "input", "action_argument": "plant sta"}
{"timestamp": "2025-04-24T23:06:27.084Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-24T23:06:48.748Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:08:44.249Z", "action": "click_product", "action_argument": "B0CLDGQBLK"}
{"timestamp": "2025-04-24T23:09:35.113Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-24T23:10:06.185Z", "action": "purchase", "action_argument": "B00R3Z49G6, B0CLDGQBLK, B0D9QMMHVZ, B0DM6ZLKF8, B0BLHTX7V6"}
{"timestamp": "2025-04-24T23:14:18.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:20.186Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:29.712Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:30.979Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:32.091Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:34.252Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:34.883Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:36.077Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:36.980Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:43.908Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:50.595Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:51.313Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:56.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:14:58.846Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:06.211Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:08.068Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-24T23:15:24.985Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-24T23:22:29.757Z", "action": "input", "action_argument": "small coffee"}
{"timestamp": "2025-04-24T23:22:29.842Z", "action": "click", "action_argument": "suggested_term"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-29T01:55:40.169Z", "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.
{

}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-29T01:56:27.375Z", // 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>
