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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
{"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
{"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
{"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
{"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
{"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
{"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
{"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
{"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
{"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
{"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
{"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
{"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
{"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
{"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
{"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
{"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
{"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$315.08", "quantity": "1"},
{"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
{"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
{"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
{"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
{"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
"product_details": [{"asin": "B0BF8FVLSL"},
{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL30-38-38-96 1.35V Desktop Computer Memory UDIMM - Matte Black (F5-6000J3038F16GX2-TZ5NR)"},
{"price": "$114.99"},
{"bullet_list": "Trident Z5 Neo RGB Series, designed for AMD 600/800 series chipset with AMD Ryzen 7000/8000G/9000 series CPU Brand: G.Skill, Series: Trident Z5 NEO RGB, Model: F5-6000J3038F16GX2-TZ5NR 32GB kit containing 2 x 16GB modules, DDR5-6000, 288-Pin, CAS Latency CL30 (30-38-38-96) at 1.35V (AMD EXPO) ECC: No, Dual Channel Kit, Recommended Use: High Performance Overclocking and Gaming Memory Memory kits will boot at the SPD speed at default BIOS settings with compatible hardware. For memory kits with EXPO, enable EXPO profile in BIOS to reach the rated potential EXPO overclock speed of the memory kit, subject to the use of compatible hardware. Reaching the rated EXPO overclock speed and system stability will depend on the compatibility and capability of the motherboard and CPU used."},
{"bullet_list": "  G.Skill Specifications Page: https://www.gskill.com/specification/165/390/1661410135/F5-6000J3038F16GX2-TZ5NR-Specification  Do not mix memory kits. Memory kits are sold in matched kits that are designed to run together as a set. Mixing memory kits will result in stability issues or system failure.  "}],
"product_quantity": [{"quantity": "1"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-08T02:21:21.608Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
{"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
{"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
{"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
{"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
{"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
{"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
{"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
{"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
{"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
{"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
{"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
{"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
{"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
{"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
{"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
{"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
{"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$315.08", "quantity": "1"},
{"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
{"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
{"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
{"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
{"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
"product_details": [{"asin": "B0BF8FVLSL"},
{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL30-38-38-96 1.35V Desktop Computer Memory UDIMM - Matte Black (F5-6000J3038F16GX2-TZ5NR)"},
{"price": "$114.99"},
{"bullet_list": "Trident Z5 Neo RGB Series, designed for AMD 600/800 series chipset with AMD Ryzen 7000/8000G/9000 series CPU Brand: G.Skill, Series: Trident Z5 NEO RGB, Model: F5-6000J3038F16GX2-TZ5NR 32GB kit containing 2 x 16GB modules, DDR5-6000, 288-Pin, CAS Latency CL30 (30-38-38-96) at 1.35V (AMD EXPO) ECC: No, Dual Channel Kit, Recommended Use: High Performance Overclocking and Gaming Memory Memory kits will boot at the SPD speed at default BIOS settings with compatible hardware. For memory kits with EXPO, enable EXPO profile in BIOS to reach the rated potential EXPO overclock speed of the memory kit, subject to the use of compatible hardware. Reaching the rated EXPO overclock speed and system stability will depend on the compatibility and capability of the motherboard and CPU used."},
{"bullet_list": "  G.Skill Specifications Page: https://www.gskill.com/specification/165/390/1661410135/F5-6000J3038F16GX2-TZ5NR-Specification  Do not mix memory kits. Memory kits are sold in matched kits that are designed to run together as a set. Mixing memory kits will result in stability issues or system failure.  "}],
"product_quantity": [{"quantity": "1"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-08T02:21:21.608Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

<answer>{"timestamp": "2025-04-08T02:21:21.608Z","action": "click","acion_argument": "review",}</answer>
rule
<answer>{"timestamp": "2025-04-08T02:21:21.608Z","action": "click","acion_argument": "review",}</answer>
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
{"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
{"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
{"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
{"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
{"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
{"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
{"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
{"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
{"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
{"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
{"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
{"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
{"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
{"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
{"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
{"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
{"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
{"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$315.08", "quantity": "1"},
{"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
{"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
{"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
{"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
{"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
"product_details": [{"asin": "B0BF8FVLSL"},
{"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL30-38-38-96 1.35V Desktop Computer Memory UDIMM - Matte Black (F5-6000J3038F16GX2-TZ5NR)"},
{"price": "$114.99"},
{"bullet_list": "Trident Z5 Neo RGB Series, designed for AMD 600/800 series chipset with AMD Ryzen 7000/8000G/9000 series CPU Brand: G.Skill, Series: Trident Z5 NEO RGB, Model: F5-6000J3038F16GX2-TZ5NR 32GB kit containing 2 x 16GB modules, DDR5-6000, 288-Pin, CAS Latency CL30 (30-38-38-96) at 1.35V (AMD EXPO) ECC: No, Dual Channel Kit, Recommended Use: High Performance Overclocking and Gaming Memory Memory kits will boot at the SPD speed at default BIOS settings with compatible hardware. For memory kits with EXPO, enable EXPO profile in BIOS to reach the rated potential EXPO overclock speed of the memory kit, subject to the use of compatible hardware. Reaching the rated EXPO overclock speed and system stability will depend on the compatibility and capability of the motherboard and CPU used."},
{"bullet_list": "  G.Skill Specifications Page: https://www.gskill.com/specification/165/390/1661410135/F5-6000J3038F16GX2-TZ5NR-Specification  Do not mix memory kits. Memory kits are sold in matched kits that are designed to run together as a set. Mixing memory kits will result in stability issues or system failure.  "}],
"product_quantity": [{"quantity": "1"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-08T02:21:21.608Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

train