<|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": "2025-04-05T12:18:23.999Z", "action": "click_product", "action_argument": "B085DV8T75"}
{"timestamp": "2025-04-05T12:19:32.528Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T12:20:11.395Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T12:22:43.737Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T12:23:51.315Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:03:52.457Z", "action": "purchase", "action_argument": "B0C59CLN29"}
{"timestamp": "2025-04-05T14:03:57.703Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T14:05:52.191Z", "action": "input", "action_argument": "Owala "}
{"timestamp": "2025-04-05T14:05:52.255Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T14:12:37.724Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:12:41.570Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:14:43.173Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:16:40.604Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:17:30.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:19:51.531Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:13.944Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:20.417Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:22.135Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:21:31.538Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:22:06.442Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T14:22:19.296Z", "action": "purchase", "action_argument": "B0C59CLN29"}
{"timestamp": "2025-04-07T16:09:01.555Z", "action": "input", "action_argument": "a book of stranger"}
{"timestamp": "2025-04-07T16:09:25.241Z", "action": "click_product", "action_argument": "0887069916"}
{"timestamp": "2025-04-07T16:19:22.361Z", "action": "input", "action_argument": "power of stranger"}
{"timestamp": "2025-04-07T16:19:30.051Z", "action": "click_product", "action_argument": "1984855778"}
{"timestamp": "2025-04-07T16:23:07.364Z", "action": "purchase", "action_argument": "1984855778"}
{"timestamp": "2025-04-12T13:25:10.640Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:49.122Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:51.567Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:56.998Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:57.641Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:58.257Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:58.969Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:59.514Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:04.918Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:05.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:06.454Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T17:45:22.740Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T17:45:55.421Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T18:59:35.391Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:02:57.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:03:33.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T20:53:10.014Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:58:40.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:58:51.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:59:41.893Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:05:45.951Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:06:03.839Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:10:25.789Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:11:00.316Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:11:03.487Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:14:34.232Z", "action": "purchase", "action_argument": "B09SQB4BVX"}
{"timestamp": "2025-04-12T21:17:47.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:17:56.160Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:18:52.172Z", "action": "purchase", "action_argument": "B00IBIVL42"}
{"timestamp": "2025-04-12T21:20:03.946Z", "action": "input", "action_argument": "ts7200"}
{"timestamp": "2025-04-12T21:20:08.337Z", "action": "input", "action_argument": "ts7200 mic"}
{"timestamp": "2025-04-12T21:20:56.477Z", "action": "input", "action_argument": "shure sm"}
{"timestamp": "2025-04-12T21:20:56.564Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-12T21:21:44.499Z", "action": "click_product", "action_argument": "B000CZ0R42"}
{"timestamp": "2025-04-12T21:22:11.678Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:22:51.162Z", "action": "click_product", "action_argument": "B0000AQRSU"}
{"timestamp": "2025-04-12T21:26:01.941Z", "action": "input", "action_argument": "shure sm58"}
{"timestamp": "2025-04-12T21:26:27.019Z", "action": "click_product", "action_argument": "B08NDBQM5W"}
{"timestamp": "2025-04-12T21:31:08.726Z", "action": "click_product", "action_argument": "B07SHWYDVQ"}
{"timestamp": "2025-04-12T21:31:35.303Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T21:32:24.747Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-12T21:32:29.281Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:32:40.468Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:33:21.124Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:33:33.585Z", "action": "purchase", "action_argument": "B00I2J4V5G"}
{"timestamp": "2025-04-12T21:33:40.541Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T21:34:32.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:37:34.356Z", "action": "input", "action_argument": "wireless microphones"}
{"timestamp": "2025-04-12T21:40:25.525Z", "action": "purchase", "action_argument": "B084DFD31M"}
{"timestamp": "2025-04-12T21:42:03.379Z", "action": "input", "action_argument": "shure wireless microphones"}
{"timestamp": "2025-04-12T21:44:11.290Z", "action": "input", "action_argument": "wireless microphones"}
{"timestamp": "2025-04-12T21:44:26.521Z", "action": "click_product", "action_argument": "B07JNDVS6H"}
{"timestamp": "2025-04-12T21:44:43.342Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T21:44:47.711Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:45:54.015Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:14.910Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:18.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:19.724Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:21.068Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:34.688Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:39.263Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:40.539Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:41.483Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:42.488Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:43.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:44.963Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:45.668Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:46.456Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:50.386Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:52.036Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:59.627Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:01.443Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:03.017Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:04.187Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:05.080Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:05.785Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:23.605Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:30.237Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:32.284Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:33.843Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:38.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:43.437Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:55.093Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:48:31.266Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:59:33.254Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:59:35.810Z", "action": "purchase", "action_argument": "B0CNXKDR99"}
{"timestamp": "2025-04-12T22:04:59.196Z", "action": "input", "action_argument": "3.5mm TRS (stereo) to dual 1/4\" TS (mono) cable"}
{"timestamp": "2025-04-12T22:06:47.532Z", "action": "click_product", "action_argument": "B0BX3GLSSX"}
{"timestamp": "2025-04-12T22:08:00.398Z", "action": "click_product", "action_argument": "B083R5BJ6P"}
{"timestamp": "2025-04-12T22:08:16.284Z", "action": "purchase", "action_argument": "B083R5BJ6P"}
{"timestamp": "2025-04-12T22:10:33.651Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:10:38.296Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:38.315Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:40.576Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:40.596Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:11:06.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T22:21:15.710Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T22:21:26.620Z", "action": "purchase", "action_argument": "B083R5BJ6P, B0CNXKDR99, B084DFD31M, B00I2J4V5G"}
{"timestamp": "2025-04-12T22:22:25.678Z", "action": "click_product", "action_argument": "B0CNXKDR99"}
{"timestamp": "2025-04-12T22:22:32.484Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:22:35.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T22:22:37.498Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:23:23.509Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:24:36.145Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:26:24.007Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:27:46.292Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:21.330Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T22:29:23.468Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:39.061Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:46.074Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T22:29:47.958Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:30:11.822Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:31:22.820Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:32:51.398Z", "action": "input", "action_argument": "wireless mic"}
{"timestamp": "2025-04-12T22:32:51.501Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-12T22:32:56.826Z", "action": "click_product", "action_argument": "B07JNDVS6H"}
{"timestamp": "2025-04-12T22:35:19.096Z", "action": "click_product", "action_argument": "B01JNLTTKS"}
{"timestamp": "2025-04-12T22:36:22.001Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T22:36:35.838Z", "action": "click_product", "action_argument": "B084DFD31M"}
{"timestamp": "2025-04-12T22:36:56.889Z", "action": "purchase", "action_argument": "B083R5BJ6P, B0CNXKDR99, B084DFD31M, B00I2J4V5G"}
{"timestamp": "2025-04-15T00:01:22.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:24.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:27.087Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:28.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:30.747Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:32.006Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:39.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:09.093Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:28.536Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.917Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:36.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.618Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:38.569Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:39.793Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:44.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:40:41.096Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:41:56.280Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T00:50:04.482Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:50:53.291Z", "action": "click_product", "action_argument": "B08TTJ1JS6"}
{"timestamp": "2025-04-15T00:52:13.197Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:23.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:25.666Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:27.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:33.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:38.013Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:43.624Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:56:33.567Z", "action": "input", "action_argument": "2 TRS to 2 RCA cable"}
{"timestamp": "2025-04-15T00:59:08.456Z", "action": "input", "action_argument": "1/4\" TRS to RCA"}
{"timestamp": "2025-04-15T00:59:38.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:59:54.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:25.388Z", "action": "click_product", "action_argument": "B07G59NMWF"}
{"timestamp": "2025-04-15T01:00:29.647Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:32.403Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:39.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:41.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:44.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:47.085Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:51.169Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:01:33.560Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:01:57.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:00.033Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:03.341Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:07.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:11.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:14.216Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:04:10.756Z", "action": "input", "action_argument": " TRS cable"}
{"timestamp": "2025-04-15T01:05:30.122Z", "action": "click_product", "action_argument": "B004NCS2SS"}
{"timestamp": "2025-04-15T01:05:49.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:05:59.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:00.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:08.056Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:09.758Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:11.708Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:13.637Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:19.599Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:23.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:27.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:29.551Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:08:34.508Z", "action": "input", "action_argument": "1/4\" TS to RCA"}
{"timestamp": "2025-04-15T01:08:49.360Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:13:15.680Z", "action": "purchase", "action_argument": "B000068O17"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T01:34:06.504Z", "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": ""
}
  ],
  "promotion_items": [
    {"title": "Amazon Basics 13 Gallon Tall Kitchen Drawstring Trash Bags, Clean Fresh Scent, 10% Post Consumer Recycled, 80 count", "asin": "", "price": "$13.64", "quantity": ""},
    {"title": "Scotts Green Max Lawn Food, Lawn Fertilizer Plus Iron Supplement for Greener Grass, 10,000 sq. ft., 33.33 lbs.", "asin": "", "price": "$68.49", "quantity": ""},
    {"title": "Glad Odorshield Small Drawstring Trash Bags, 4 Gal, Sweet Citron and Lime, 80 Ct, Pack May Vary", "asin": "", "price": "$13.98", "quantity": ""},
    {"title": "Scotts Turf Builder Starter Fertilizer for New Grass, Use When Planting Seed, 1,000 sq. ft., 3 lbs.", "asin": "", "price": "$18.47", "quantity": ""},
    {"title": "Owala FreeSip Insulated Stainless Steel Water Bottle with Straw for Sports, Travel, and School BPA-Free Sports Water Bottle, ", "asin": "", "price": "$27.99", "quantity": ""},
    {"title": "Cremo Original Shave Cream, Astonishingly Superior Ultra-Slick Shaving Cream for Men, Fights Nicks, Cuts and Razor Burn, 6 Fl", "asin": "", "price": "$7.97", "quantity": ""},
    {"title": "EGO Power+ CTA9500 9.5-inch Cultivator Attachment for EGO 56-Volt Lithium-ion Multi Head System", "asin": "B07TWB3RH5", "price": "$219.00", "quantity": ""},
    {"title": "Scotts Turf Builder Grass Seed Kentucky Bluegrass Mix with Fertilizer and Soil Improver, Grows Dense, Green Turf, 5.6 lbs.", "asin": "B0B9Q1MXKW", "price": "$38.96", "quantity": ""},
    {"title": "Scotts DiseaseEx Lawn Fungicide, Fungus Control, Fast Acting, Treats up to 5,000 sq. ft, 10 lbs. (3-Pack)", "asin": "B0BXQRXCZH", "price": "$62.86", "quantity": ""},
    {"title": "Scotts 4 Step Program Step 1 Crabgrass Preventer Control Formula Lawn Food Grass Seed Granules for Outdoor Yards up to 15,000 Square Feet", "asin": "B00CP82H1K", "price": "$95.03", "quantity": ""},
    {"title": "EGO AR2100 21inch Mower Striping Kit for EGO 21inch Walk Behind Mowers", "asin": "B008JZOX60", "price": "$109.99", "quantity": ""},
    {"title": "Scotts GrubEx1 Season Long Grub Killer Protects Lawns Up to 4 Months, 5,000 sq. ft., 14.35 lbs. (2-Pack)", "asin": "B09VCM5H6C", "price": "$48.58", "quantity": ""},
    {"title": "Scotts EZ Seed Patch and Repair for Sun and Shade Combination Mulch, Sun and Shade Grass Seed and Fertilizer for Bare Spots and Repair, Grows Anywhere, 40 lbs.", "asin": "B0168K963W", "price": "$98.88", "quantity": ""},
    {"title": "Hello, Stranger: Stories of Connection in a Divided World: How We Find Connection in a Disconnected World", "asin": "1783785667", "price": "$12.19", "quantity": ""},
    {"title": "Hosa CMP-159 3.5 mm TRS to Dual 1/4\" TS Stereo Breakout Cable, 10 Feet, Black, 1-Pack, Laptop", "asin": "B005HGM1D6", "price": "$9.95", "quantity": ""},
    {"title": "Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect", "asin": "0593418573", "price": "$19.97", "quantity": ""},
    {"title": "Fractured: How We Learn to Live Together", "asin": "0008463999", "price": "$14.89", "quantity": ""},
    {"title": "VCE RCA to 1/4\" Audio Adapter, 6.35mm Mono Plug Male to RCA Female Connectors 6-Pack", "asin": "B0727VZXP5", "price": "$6.99", "quantity": ""},
    {"title": "Dare to Lead: Brave Work. Tough Conversations. Whole Hearts.", "asin": "0399592520", "price": "$15.40", "quantity": ""}
  ],
  "active_items": [
    {"title": "Hosa CPR-202 Dual 1/4\" TS to Dual RCA Stereo Interconnect Cable, 2 Meters, 6.6 Feet, Black", "asin": "B000068O17", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "6.6 Feet"}, {"Style": "Cable"}]},
    {"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": []}
  ],
  "saved_items": [
    {"title": "Risk Assessment and Decision Analysis with Bayesian Networks", "asin": "1138035114", "price": "$63.93", "options": []},
    {"title": "Arched Front Door Canopy Window Door Awning Canopy Outdoor Polycarbonate Cover Front Door Outdoor Patio Awning Canopy Uv Rain Snow Protection,Porch Gazebo Garden Shelter (16\"x142\")", "asin": "B0BTDG6VYM", "options": []},
    {"title": "Certified Organic Alfalfa Sprouting Seed- 8 Oz - Handy Pantry Brand - High Sprout Germination- Edible Seeds, Gardening, Hydroponics, Growing Salad Sprouts, Planting, Food Storage & More", "asin": "B000N8MUR0", "options": [{"Size": "8 Ounce Pouch"}]},
    {"title": "Puritan's Pride Coenzyme CoQ10 100mg, Dietary Supplement for Heart Health, Blood Pressure, Oral Gum Health, and Healthy Aging Support, 60 Day Supply, 240 Rapid Release Softgels", "asin": "B004R61NCW", "options": [{"Size": "240 Count (Pack of 1)"}]},
    {"asin": "B004R61NCW", "options": []},
    {"title": "Latauar Stainless Steel Dish Plate Clip - Kitchen Folding Hot Plate Tongs Bowl Clips, Pan Dish Clip Gripper or Bowls Clamp Holder Tong", "asin": "B084P7XJR8", "options": []},
    {"title": "Agricola (Revised Edition) Strategy Game Farming Game for Adults and Teens Advanced Board Game Ages 12+ 1-4 Players Average Playtime 90 Minutes Made by Lookout Games", "asin": "B07JZFN8WS", "options": []},
    {"title": "AMD Ryzen 5 5600X 6-core, 12-thread unlocked desktop processor with Wraith Stealth cooler", "asin": "B08166SLDF", "price": "$147.00", "options": [{"Style": "Processor"}]},
    {"title": "Samsung 980 PRO SSD 1TB PCIe 4.0 NVMe Gen 4 Gaming M.2 Internal Solid State Hard Drive Memory Card, Maximum Speed, Thermal Control, MZ-V8P1T0B", "asin": "B08GLX7TNT", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-15T01:34:59.243Z", // 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": "2025-04-05T12:18:23.999Z", "action": "click_product", "action_argument": "B085DV8T75"}
{"timestamp": "2025-04-05T12:19:32.528Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T12:20:11.395Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T12:22:43.737Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T12:23:51.315Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:03:52.457Z", "action": "purchase", "action_argument": "B0C59CLN29"}
{"timestamp": "2025-04-05T14:03:57.703Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T14:05:52.191Z", "action": "input", "action_argument": "Owala "}
{"timestamp": "2025-04-05T14:05:52.255Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T14:12:37.724Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:12:41.570Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:14:43.173Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:16:40.604Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:17:30.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:19:51.531Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:13.944Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:20.417Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:22.135Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:21:31.538Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:22:06.442Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T14:22:19.296Z", "action": "purchase", "action_argument": "B0C59CLN29"}
{"timestamp": "2025-04-07T16:09:01.555Z", "action": "input", "action_argument": "a book of stranger"}
{"timestamp": "2025-04-07T16:09:25.241Z", "action": "click_product", "action_argument": "0887069916"}
{"timestamp": "2025-04-07T16:19:22.361Z", "action": "input", "action_argument": "power of stranger"}
{"timestamp": "2025-04-07T16:19:30.051Z", "action": "click_product", "action_argument": "1984855778"}
{"timestamp": "2025-04-07T16:23:07.364Z", "action": "purchase", "action_argument": "1984855778"}
{"timestamp": "2025-04-12T13:25:10.640Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:49.122Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:51.567Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:56.998Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:57.641Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:58.257Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:58.969Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:25:59.514Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:04.918Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:05.689Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T13:26:06.454Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T17:45:22.740Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T17:45:55.421Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T18:59:35.391Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:02:57.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:03:33.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T20:53:10.014Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:58:40.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:58:51.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:59:41.893Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:05:45.951Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:06:03.839Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:10:25.789Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:11:00.316Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:11:03.487Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:14:34.232Z", "action": "purchase", "action_argument": "B09SQB4BVX"}
{"timestamp": "2025-04-12T21:17:47.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:17:56.160Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:18:52.172Z", "action": "purchase", "action_argument": "B00IBIVL42"}
{"timestamp": "2025-04-12T21:20:03.946Z", "action": "input", "action_argument": "ts7200"}
{"timestamp": "2025-04-12T21:20:08.337Z", "action": "input", "action_argument": "ts7200 mic"}
{"timestamp": "2025-04-12T21:20:56.477Z", "action": "input", "action_argument": "shure sm"}
{"timestamp": "2025-04-12T21:20:56.564Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-12T21:21:44.499Z", "action": "click_product", "action_argument": "B000CZ0R42"}
{"timestamp": "2025-04-12T21:22:11.678Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:22:51.162Z", "action": "click_product", "action_argument": "B0000AQRSU"}
{"timestamp": "2025-04-12T21:26:01.941Z", "action": "input", "action_argument": "shure sm58"}
{"timestamp": "2025-04-12T21:26:27.019Z", "action": "click_product", "action_argument": "B08NDBQM5W"}
{"timestamp": "2025-04-12T21:31:08.726Z", "action": "click_product", "action_argument": "B07SHWYDVQ"}
{"timestamp": "2025-04-12T21:31:35.303Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T21:32:24.747Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-12T21:32:29.281Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:32:40.468Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:33:21.124Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:33:33.585Z", "action": "purchase", "action_argument": "B00I2J4V5G"}
{"timestamp": "2025-04-12T21:33:40.541Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T21:34:32.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:37:34.356Z", "action": "input", "action_argument": "wireless microphones"}
{"timestamp": "2025-04-12T21:40:25.525Z", "action": "purchase", "action_argument": "B084DFD31M"}
{"timestamp": "2025-04-12T21:42:03.379Z", "action": "input", "action_argument": "shure wireless microphones"}
{"timestamp": "2025-04-12T21:44:11.290Z", "action": "input", "action_argument": "wireless microphones"}
{"timestamp": "2025-04-12T21:44:26.521Z", "action": "click_product", "action_argument": "B07JNDVS6H"}
{"timestamp": "2025-04-12T21:44:43.342Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T21:44:47.711Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:45:54.015Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:14.910Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:18.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:19.724Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:21.068Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:34.688Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:39.263Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:40.539Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:41.483Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:42.488Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:43.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:44.963Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:45.668Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:46.456Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:50.386Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:52.036Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:59.627Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:01.443Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:03.017Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:04.187Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:05.080Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:05.785Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:23.605Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:30.237Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:32.284Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:33.843Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:38.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:43.437Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:55.093Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:48:31.266Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:59:33.254Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:59:35.810Z", "action": "purchase", "action_argument": "B0CNXKDR99"}
{"timestamp": "2025-04-12T22:04:59.196Z", "action": "input", "action_argument": "3.5mm TRS (stereo) to dual 1/4\" TS (mono) cable"}
{"timestamp": "2025-04-12T22:06:47.532Z", "action": "click_product", "action_argument": "B0BX3GLSSX"}
{"timestamp": "2025-04-12T22:08:00.398Z", "action": "click_product", "action_argument": "B083R5BJ6P"}
{"timestamp": "2025-04-12T22:08:16.284Z", "action": "purchase", "action_argument": "B083R5BJ6P"}
{"timestamp": "2025-04-12T22:10:33.651Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:10:38.296Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:38.315Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:40.576Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:40.596Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:11:06.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T22:21:15.710Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T22:21:26.620Z", "action": "purchase", "action_argument": "B083R5BJ6P, B0CNXKDR99, B084DFD31M, B00I2J4V5G"}
{"timestamp": "2025-04-12T22:22:25.678Z", "action": "click_product", "action_argument": "B0CNXKDR99"}
{"timestamp": "2025-04-12T22:22:32.484Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:22:35.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T22:22:37.498Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:23:23.509Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:24:36.145Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:26:24.007Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:27:46.292Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:21.330Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T22:29:23.468Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:39.061Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:46.074Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T22:29:47.958Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:30:11.822Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:31:22.820Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:32:51.398Z", "action": "input", "action_argument": "wireless mic"}
{"timestamp": "2025-04-12T22:32:51.501Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-12T22:32:56.826Z", "action": "click_product", "action_argument": "B07JNDVS6H"}
{"timestamp": "2025-04-12T22:35:19.096Z", "action": "click_product", "action_argument": "B01JNLTTKS"}
{"timestamp": "2025-04-12T22:36:22.001Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T22:36:35.838Z", "action": "click_product", "action_argument": "B084DFD31M"}
{"timestamp": "2025-04-12T22:36:56.889Z", "action": "purchase", "action_argument": "B083R5BJ6P, B0CNXKDR99, B084DFD31M, B00I2J4V5G"}
{"timestamp": "2025-04-15T00:01:22.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:24.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:27.087Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:28.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:30.747Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:32.006Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:39.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:09.093Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:28.536Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.917Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:36.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.618Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:38.569Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:39.793Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:44.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:40:41.096Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:41:56.280Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T00:50:04.482Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:50:53.291Z", "action": "click_product", "action_argument": "B08TTJ1JS6"}
{"timestamp": "2025-04-15T00:52:13.197Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:23.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:25.666Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:27.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:33.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:38.013Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:43.624Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:56:33.567Z", "action": "input", "action_argument": "2 TRS to 2 RCA cable"}
{"timestamp": "2025-04-15T00:59:08.456Z", "action": "input", "action_argument": "1/4\" TRS to RCA"}
{"timestamp": "2025-04-15T00:59:38.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:59:54.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:25.388Z", "action": "click_product", "action_argument": "B07G59NMWF"}
{"timestamp": "2025-04-15T01:00:29.647Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:32.403Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:39.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:41.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:44.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:47.085Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:51.169Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:01:33.560Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:01:57.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:00.033Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:03.341Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:07.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:11.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:14.216Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:04:10.756Z", "action": "input", "action_argument": " TRS cable"}
{"timestamp": "2025-04-15T01:05:30.122Z", "action": "click_product", "action_argument": "B004NCS2SS"}
{"timestamp": "2025-04-15T01:05:49.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:05:59.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:00.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:08.056Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:09.758Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:11.708Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:13.637Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:19.599Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:23.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:27.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:29.551Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:08:34.508Z", "action": "input", "action_argument": "1/4\" TS to RCA"}
{"timestamp": "2025-04-15T01:08:49.360Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:13:15.680Z", "action": "purchase", "action_argument": "B000068O17"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T01:34:06.504Z", "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": ""
}
  ],
  "promotion_items": [
    {"title": "Amazon Basics 13 Gallon Tall Kitchen Drawstring Trash Bags, Clean Fresh Scent, 10% Post Consumer Recycled, 80 count", "asin": "", "price": "$13.64", "quantity": ""},
    {"title": "Scotts Green Max Lawn Food, Lawn Fertilizer Plus Iron Supplement for Greener Grass, 10,000 sq. ft., 33.33 lbs.", "asin": "", "price": "$68.49", "quantity": ""},
    {"title": "Glad Odorshield Small Drawstring Trash Bags, 4 Gal, Sweet Citron and Lime, 80 Ct, Pack May Vary", "asin": "", "price": "$13.98", "quantity": ""},
    {"title": "Scotts Turf Builder Starter Fertilizer for New Grass, Use When Planting Seed, 1,000 sq. ft., 3 lbs.", "asin": "", "price": "$18.47", "quantity": ""},
    {"title": "Owala FreeSip Insulated Stainless Steel Water Bottle with Straw for Sports, Travel, and School BPA-Free Sports Water Bottle, ", "asin": "", "price": "$27.99", "quantity": ""},
    {"title": "Cremo Original Shave Cream, Astonishingly Superior Ultra-Slick Shaving Cream for Men, Fights Nicks, Cuts and Razor Burn, 6 Fl", "asin": "", "price": "$7.97", "quantity": ""},
    {"title": "EGO Power+ CTA9500 9.5-inch Cultivator Attachment for EGO 56-Volt Lithium-ion Multi Head System", "asin": "B07TWB3RH5", "price": "$219.00", "quantity": ""},
    {"title": "Scotts Turf Builder Grass Seed Kentucky Bluegrass Mix with Fertilizer and Soil Improver, Grows Dense, Green Turf, 5.6 lbs.", "asin": "B0B9Q1MXKW", "price": "$38.96", "quantity": ""},
    {"title": "Scotts DiseaseEx Lawn Fungicide, Fungus Control, Fast Acting, Treats up to 5,000 sq. ft, 10 lbs. (3-Pack)", "asin": "B0BXQRXCZH", "price": "$62.86", "quantity": ""},
    {"title": "Scotts 4 Step Program Step 1 Crabgrass Preventer Control Formula Lawn Food Grass Seed Granules for Outdoor Yards up to 15,000 Square Feet", "asin": "B00CP82H1K", "price": "$95.03", "quantity": ""},
    {"title": "EGO AR2100 21inch Mower Striping Kit for EGO 21inch Walk Behind Mowers", "asin": "B008JZOX60", "price": "$109.99", "quantity": ""},
    {"title": "Scotts GrubEx1 Season Long Grub Killer Protects Lawns Up to 4 Months, 5,000 sq. ft., 14.35 lbs. (2-Pack)", "asin": "B09VCM5H6C", "price": "$48.58", "quantity": ""},
    {"title": "Scotts EZ Seed Patch and Repair for Sun and Shade Combination Mulch, Sun and Shade Grass Seed and Fertilizer for Bare Spots and Repair, Grows Anywhere, 40 lbs.", "asin": "B0168K963W", "price": "$98.88", "quantity": ""},
    {"title": "Hello, Stranger: Stories of Connection in a Divided World: How We Find Connection in a Disconnected World", "asin": "1783785667", "price": "$12.19", "quantity": ""},
    {"title": "Hosa CMP-159 3.5 mm TRS to Dual 1/4\" TS Stereo Breakout Cable, 10 Feet, Black, 1-Pack, Laptop", "asin": "B005HGM1D6", "price": "$9.95", "quantity": ""},
    {"title": "Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect", "asin": "0593418573", "price": "$19.97", "quantity": ""},
    {"title": "Fractured: How We Learn to Live Together", "asin": "0008463999", "price": "$14.89", "quantity": ""},
    {"title": "VCE RCA to 1/4\" Audio Adapter, 6.35mm Mono Plug Male to RCA Female Connectors 6-Pack", "asin": "B0727VZXP5", "price": "$6.99", "quantity": ""},
    {"title": "Dare to Lead: Brave Work. Tough Conversations. Whole Hearts.", "asin": "0399592520", "price": "$15.40", "quantity": ""}
  ],
  "active_items": [
    {"title": "Hosa CPR-202 Dual 1/4\" TS to Dual RCA Stereo Interconnect Cable, 2 Meters, 6.6 Feet, Black", "asin": "B000068O17", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "6.6 Feet"}, {"Style": "Cable"}]},
    {"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": []}
  ],
  "saved_items": [
    {"title": "Risk Assessment and Decision Analysis with Bayesian Networks", "asin": "1138035114", "price": "$63.93", "options": []},
    {"title": "Arched Front Door Canopy Window Door Awning Canopy Outdoor Polycarbonate Cover Front Door Outdoor Patio Awning Canopy Uv Rain Snow Protection,Porch Gazebo Garden Shelter (16\"x142\")", "asin": "B0BTDG6VYM", "options": []},
    {"title": "Certified Organic Alfalfa Sprouting Seed- 8 Oz - Handy Pantry Brand - High Sprout Germination- Edible Seeds, Gardening, Hydroponics, Growing Salad Sprouts, Planting, Food Storage & More", "asin": "B000N8MUR0", "options": [{"Size": "8 Ounce Pouch"}]},
    {"title": "Puritan's Pride Coenzyme CoQ10 100mg, Dietary Supplement for Heart Health, Blood Pressure, Oral Gum Health, and Healthy Aging Support, 60 Day Supply, 240 Rapid Release Softgels", "asin": "B004R61NCW", "options": [{"Size": "240 Count (Pack of 1)"}]},
    {"asin": "B004R61NCW", "options": []},
    {"title": "Latauar Stainless Steel Dish Plate Clip - Kitchen Folding Hot Plate Tongs Bowl Clips, Pan Dish Clip Gripper or Bowls Clamp Holder Tong", "asin": "B084P7XJR8", "options": []},
    {"title": "Agricola (Revised Edition) Strategy Game Farming Game for Adults and Teens Advanced Board Game Ages 12+ 1-4 Players Average Playtime 90 Minutes Made by Lookout Games", "asin": "B07JZFN8WS", "options": []},
    {"title": "AMD Ryzen 5 5600X 6-core, 12-thread unlocked desktop processor with Wraith Stealth cooler", "asin": "B08166SLDF", "price": "$147.00", "options": [{"Style": "Processor"}]},
    {"title": "Samsung 980 PRO SSD 1TB PCIe 4.0 NVMe Gen 4 Gaming M.2 Internal Solid State Hard Drive Memory Card, Maximum Speed, Thermal Control, MZ-V8P1T0B", "asin": "B08GLX7TNT", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-15T01:34:59.243Z", // 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": "2025-04-05T12:18:23.999Z", "action": "click_product", "action_argument": "B085DV8T75"}
{"timestamp": "2025-04-05T12:19:32.528Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T12:20:11.395Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T12:22:43.737Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T12:23:51.315Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:03:52.457Z", "action": "purchase", "action_argument": "B0C59CLN29"}
{"timestamp": "2025-04-05T14:03:57.703Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T14:05:52.191Z", "action": "input", "action_argument": "Owala "}
{"timestamp": "2025-04-05T14:05:52.255Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T14:12:37.724Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:12:41.570Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:14:43.173Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:16:40.604Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:17:30.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:19:51.531Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:13.944Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:20.417Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:20:22.135Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:21:31.538Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T14:22:06.442Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T14:22:19.296Z", "action": "purchase", "action_argument": "B0C59CLN29"}
{"timestamp": "2025-04-07T16:09:01.555Z", "action": "input", "action_argument": "a book of stranger"}
{"timestamp": "2025-04-07T16:09:25.241Z", "action": "click_product", "action_argument": "0887069916"}
{"timestamp": "2025-04-07T16:19:22.361Z", "action": "input", "action_argument": "power of stranger"}
{"timestamp": "2025-04-07T16:19:30.051Z", "action": "click_product", "action_argument": "1984855778"}
{"timestamp": "2025-04-07T16:23:07.364Z", "action": "purchase", "action_argument": "1984855778"}
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{"timestamp": "2025-04-12T17:45:22.740Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T17:45:55.421Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T18:59:35.391Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:02:57.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:03:33.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T20:53:10.014Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:58:40.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:58:51.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T20:59:41.893Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:05:45.951Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:06:03.839Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:10:25.789Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:11:00.316Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:11:03.487Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:14:34.232Z", "action": "purchase", "action_argument": "B09SQB4BVX"}
{"timestamp": "2025-04-12T21:17:47.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:17:56.160Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:18:52.172Z", "action": "purchase", "action_argument": "B00IBIVL42"}
{"timestamp": "2025-04-12T21:20:03.946Z", "action": "input", "action_argument": "ts7200"}
{"timestamp": "2025-04-12T21:20:08.337Z", "action": "input", "action_argument": "ts7200 mic"}
{"timestamp": "2025-04-12T21:20:56.477Z", "action": "input", "action_argument": "shure sm"}
{"timestamp": "2025-04-12T21:20:56.564Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-12T21:21:44.499Z", "action": "click_product", "action_argument": "B000CZ0R42"}
{"timestamp": "2025-04-12T21:22:11.678Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:22:51.162Z", "action": "click_product", "action_argument": "B0000AQRSU"}
{"timestamp": "2025-04-12T21:26:01.941Z", "action": "input", "action_argument": "shure sm58"}
{"timestamp": "2025-04-12T21:26:27.019Z", "action": "click_product", "action_argument": "B08NDBQM5W"}
{"timestamp": "2025-04-12T21:31:08.726Z", "action": "click_product", "action_argument": "B07SHWYDVQ"}
{"timestamp": "2025-04-12T21:31:35.303Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T21:32:24.747Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-12T21:32:29.281Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:32:40.468Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:33:21.124Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:33:33.585Z", "action": "purchase", "action_argument": "B00I2J4V5G"}
{"timestamp": "2025-04-12T21:33:40.541Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-12T21:34:32.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-12T21:37:34.356Z", "action": "input", "action_argument": "wireless microphones"}
{"timestamp": "2025-04-12T21:40:25.525Z", "action": "purchase", "action_argument": "B084DFD31M"}
{"timestamp": "2025-04-12T21:42:03.379Z", "action": "input", "action_argument": "shure wireless microphones"}
{"timestamp": "2025-04-12T21:44:11.290Z", "action": "input", "action_argument": "wireless microphones"}
{"timestamp": "2025-04-12T21:44:26.521Z", "action": "click_product", "action_argument": "B07JNDVS6H"}
{"timestamp": "2025-04-12T21:44:43.342Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T21:44:47.711Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:45:54.015Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:14.910Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:18.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:19.724Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:21.068Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:34.688Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:39.263Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:40.539Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:41.483Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:42.488Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:43.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:44.963Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:45.668Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:46.456Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:50.386Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:52.036Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:46:59.627Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:01.443Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:03.017Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:04.187Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:05.080Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:05.785Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:23.605Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:30.237Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:32.284Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:33.843Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:38.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:43.437Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T21:47:55.093Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:48:31.266Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:59:33.254Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T21:59:35.810Z", "action": "purchase", "action_argument": "B0CNXKDR99"}
{"timestamp": "2025-04-12T22:04:59.196Z", "action": "input", "action_argument": "3.5mm TRS (stereo) to dual 1/4\" TS (mono) cable"}
{"timestamp": "2025-04-12T22:06:47.532Z", "action": "click_product", "action_argument": "B0BX3GLSSX"}
{"timestamp": "2025-04-12T22:08:00.398Z", "action": "click_product", "action_argument": "B083R5BJ6P"}
{"timestamp": "2025-04-12T22:08:16.284Z", "action": "purchase", "action_argument": "B083R5BJ6P"}
{"timestamp": "2025-04-12T22:10:33.651Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:10:38.296Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:38.315Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:40.576Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:10:40.596Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-12T22:11:06.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T22:21:15.710Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T22:21:26.620Z", "action": "purchase", "action_argument": "B083R5BJ6P, B0CNXKDR99, B084DFD31M, B00I2J4V5G"}
{"timestamp": "2025-04-12T22:22:25.678Z", "action": "click_product", "action_argument": "B0CNXKDR99"}
{"timestamp": "2025-04-12T22:22:32.484Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:22:35.867Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-12T22:22:37.498Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:23:23.509Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:24:36.145Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:26:24.007Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:27:46.292Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:21.330Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T22:29:23.468Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:39.061Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:29:46.074Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-12T22:29:47.958Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:30:11.822Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:31:22.820Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-12T22:32:51.398Z", "action": "input", "action_argument": "wireless mic"}
{"timestamp": "2025-04-12T22:32:51.501Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-12T22:32:56.826Z", "action": "click_product", "action_argument": "B07JNDVS6H"}
{"timestamp": "2025-04-12T22:35:19.096Z", "action": "click_product", "action_argument": "B01JNLTTKS"}
{"timestamp": "2025-04-12T22:36:22.001Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T22:36:35.838Z", "action": "click_product", "action_argument": "B084DFD31M"}
{"timestamp": "2025-04-12T22:36:56.889Z", "action": "purchase", "action_argument": "B083R5BJ6P, B0CNXKDR99, B084DFD31M, B00I2J4V5G"}
{"timestamp": "2025-04-15T00:01:22.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:24.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:27.087Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:28.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:30.747Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:32.006Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:39.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:09.093Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:28.536Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.917Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:36.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.618Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:38.569Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:39.793Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:44.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:40:41.096Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:41:56.280Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T00:50:04.482Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:50:53.291Z", "action": "click_product", "action_argument": "B08TTJ1JS6"}
{"timestamp": "2025-04-15T00:52:13.197Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:23.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:25.666Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:27.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:33.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:38.013Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:43.624Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:56:33.567Z", "action": "input", "action_argument": "2 TRS to 2 RCA cable"}
{"timestamp": "2025-04-15T00:59:08.456Z", "action": "input", "action_argument": "1/4\" TRS to RCA"}
{"timestamp": "2025-04-15T00:59:38.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:59:54.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:25.388Z", "action": "click_product", "action_argument": "B07G59NMWF"}
{"timestamp": "2025-04-15T01:00:29.647Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:32.403Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:39.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:41.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:44.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:47.085Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:51.169Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:01:33.560Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:01:57.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:00.033Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:03.341Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:07.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:11.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:14.216Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:04:10.756Z", "action": "input", "action_argument": " TRS cable"}
{"timestamp": "2025-04-15T01:05:30.122Z", "action": "click_product", "action_argument": "B004NCS2SS"}
{"timestamp": "2025-04-15T01:05:49.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:05:59.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:00.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:08.056Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:09.758Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:11.708Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:13.637Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:19.599Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:23.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:27.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:29.551Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:08:34.508Z", "action": "input", "action_argument": "1/4\" TS to RCA"}
{"timestamp": "2025-04-15T01:08:49.360Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:13:15.680Z", "action": "purchase", "action_argument": "B000068O17"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T01:34:06.504Z", "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": ""
}
  ],
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    {"title": "Glad Odorshield Small Drawstring Trash Bags, 4 Gal, Sweet Citron and Lime, 80 Ct, Pack May Vary", "asin": "", "price": "$13.98", "quantity": ""},
    {"title": "Scotts Turf Builder Starter Fertilizer for New Grass, Use When Planting Seed, 1,000 sq. ft., 3 lbs.", "asin": "", "price": "$18.47", "quantity": ""},
    {"title": "Owala FreeSip Insulated Stainless Steel Water Bottle with Straw for Sports, Travel, and School BPA-Free Sports Water Bottle, ", "asin": "", "price": "$27.99", "quantity": ""},
    {"title": "Cremo Original Shave Cream, Astonishingly Superior Ultra-Slick Shaving Cream for Men, Fights Nicks, Cuts and Razor Burn, 6 Fl", "asin": "", "price": "$7.97", "quantity": ""},
    {"title": "EGO Power+ CTA9500 9.5-inch Cultivator Attachment for EGO 56-Volt Lithium-ion Multi Head System", "asin": "B07TWB3RH5", "price": "$219.00", "quantity": ""},
    {"title": "Scotts Turf Builder Grass Seed Kentucky Bluegrass Mix with Fertilizer and Soil Improver, Grows Dense, Green Turf, 5.6 lbs.", "asin": "B0B9Q1MXKW", "price": "$38.96", "quantity": ""},
    {"title": "Scotts DiseaseEx Lawn Fungicide, Fungus Control, Fast Acting, Treats up to 5,000 sq. ft, 10 lbs. (3-Pack)", "asin": "B0BXQRXCZH", "price": "$62.86", "quantity": ""},
    {"title": "Scotts 4 Step Program Step 1 Crabgrass Preventer Control Formula Lawn Food Grass Seed Granules for Outdoor Yards up to 15,000 Square Feet", "asin": "B00CP82H1K", "price": "$95.03", "quantity": ""},
    {"title": "EGO AR2100 21inch Mower Striping Kit for EGO 21inch Walk Behind Mowers", "asin": "B008JZOX60", "price": "$109.99", "quantity": ""},
    {"title": "Scotts GrubEx1 Season Long Grub Killer Protects Lawns Up to 4 Months, 5,000 sq. ft., 14.35 lbs. (2-Pack)", "asin": "B09VCM5H6C", "price": "$48.58", "quantity": ""},
    {"title": "Scotts EZ Seed Patch and Repair for Sun and Shade Combination Mulch, Sun and Shade Grass Seed and Fertilizer for Bare Spots and Repair, Grows Anywhere, 40 lbs.", "asin": "B0168K963W", "price": "$98.88", "quantity": ""},
    {"title": "Hello, Stranger: Stories of Connection in a Divided World: How We Find Connection in a Disconnected World", "asin": "1783785667", "price": "$12.19", "quantity": ""},
    {"title": "Hosa CMP-159 3.5 mm TRS to Dual 1/4\" TS Stereo Breakout Cable, 10 Feet, Black, 1-Pack, Laptop", "asin": "B005HGM1D6", "price": "$9.95", "quantity": ""},
    {"title": "Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect", "asin": "0593418573", "price": "$19.97", "quantity": ""},
    {"title": "Fractured: How We Learn to Live Together", "asin": "0008463999", "price": "$14.89", "quantity": ""},
    {"title": "VCE RCA to 1/4\" Audio Adapter, 6.35mm Mono Plug Male to RCA Female Connectors 6-Pack", "asin": "B0727VZXP5", "price": "$6.99", "quantity": ""},
    {"title": "Dare to Lead: Brave Work. Tough Conversations. Whole Hearts.", "asin": "0399592520", "price": "$15.40", "quantity": ""}
  ],
  "active_items": [
    {"title": "Hosa CPR-202 Dual 1/4\" TS to Dual RCA Stereo Interconnect Cable, 2 Meters, 6.6 Feet, Black", "asin": "B000068O17", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "6.6 Feet"}, {"Style": "Cable"}]},
    {"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": []}
  ],
  "saved_items": [
    {"title": "Risk Assessment and Decision Analysis with Bayesian Networks", "asin": "1138035114", "price": "$63.93", "options": []},
    {"title": "Arched Front Door Canopy Window Door Awning Canopy Outdoor Polycarbonate Cover Front Door Outdoor Patio Awning Canopy Uv Rain Snow Protection,Porch Gazebo Garden Shelter (16\"x142\")", "asin": "B0BTDG6VYM", "options": []},
    {"title": "Certified Organic Alfalfa Sprouting Seed- 8 Oz - Handy Pantry Brand - High Sprout Germination- Edible Seeds, Gardening, Hydroponics, Growing Salad Sprouts, Planting, Food Storage & More", "asin": "B000N8MUR0", "options": [{"Size": "8 Ounce Pouch"}]},
    {"title": "Puritan's Pride Coenzyme CoQ10 100mg, Dietary Supplement for Heart Health, Blood Pressure, Oral Gum Health, and Healthy Aging Support, 60 Day Supply, 240 Rapid Release Softgels", "asin": "B004R61NCW", "options": [{"Size": "240 Count (Pack of 1)"}]},
    {"asin": "B004R61NCW", "options": []},
    {"title": "Latauar Stainless Steel Dish Plate Clip - Kitchen Folding Hot Plate Tongs Bowl Clips, Pan Dish Clip Gripper or Bowls Clamp Holder Tong", "asin": "B084P7XJR8", "options": []},
    {"title": "Agricola (Revised Edition) Strategy Game Farming Game for Adults and Teens Advanced Board Game Ages 12+ 1-4 Players Average Playtime 90 Minutes Made by Lookout Games", "asin": "B07JZFN8WS", "options": []},
    {"title": "AMD Ryzen 5 5600X 6-core, 12-thread unlocked desktop processor with Wraith Stealth cooler", "asin": "B08166SLDF", "price": "$147.00", "options": [{"Style": "Processor"}]},
    {"title": "Samsung 980 PRO SSD 1TB PCIe 4.0 NVMe Gen 4 Gaming M.2 Internal Solid State Hard Drive Memory Card, Maximum Speed, Thermal Control, MZ-V8P1T0B", "asin": "B08GLX7TNT", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-15T01:34:59.243Z", // 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>
