<|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": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
{"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
{"timestamp": "2025-04-19T00:44:05.364Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:48:38.279Z", "action": "purchase", "action_argument": "B00HA84YXE"}
{"timestamp": "2025-04-19T00:49:28.516Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:49:29.261Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:49:32.189Z", "action": "purchase", "action_argument": "B06X91GH75"}
{"timestamp": "2025-04-19T00:49:34.785Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:49:37.187Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:38.870Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:41.065Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:41.085Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:43.954Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:43.972Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:47.160Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:47.181Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:49.762Z", "action": "purchase", "action_argument": "B06X91GH75, B01AB4U6PI, B00HA84YXE, B0D42FL9CG"}
{"timestamp": "2025-04-19T00:50:39.575Z", "action": "input", "action_argument": "ipad air "}
{"timestamp": "2025-04-19T00:50:39.693Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-19T00:50:46.220Z", "action": "click_product", "action_argument": "B0D3J7N642"}
{"timestamp": "2025-04-19T00:51:00.453Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T06:44:30.524Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T06:44:35.493Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T06:45:41.947Z", "action": "input", "action_argument": "ipad pro 13 s"}
{"timestamp": "2025-04-19T06:45:42.025Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-19T07:30:44.590Z", "action": "purchase", "action_argument": "B0DGL2M45W"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T21:20:58.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T21:21:00.778Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T21:22:03.399Z", "action": "click_product", "action_argument": "B07PCMWTSG"}
{"timestamp": "2025-04-21T21:25:33.640Z", "action": "click", "action_argument": "other"}
<|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": "DbillionDa Cat8 Ethernet Cable, Outdoor&Indoor, 6FT Heavy Duty High Speed 26AWG, 2000Mhz with Gold Plated RJ45 Connector, Weatherproof F/FTP UV Resistant for Router, Modem, PC, Gaming", "asin": "/promo/A1OYPDJREBQEZJ", "price": "$6.99", "quantity": ""},
{"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Essentials Switch (GS305) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07S98YLHM", "price": "$13.99", "quantity": ""},
{"title": "Cat 8 Ethernet Cable, 1.5Ft 3Ft 6Ft 10Ft 15Ft 20Ft 30Ft 40Ft 50Ft 60Ft 100Ft Heavy Duty High Speed Internet Network Cable, Professional LAN Cable Shielded in Wall, Indoor&Outdoor", "asin": "B08PL53JG3", "price": "$3.99", "quantity": ""},
{"title": "Cat 8 Ethernet Cable, 1.5Ft 3Ft 6Ft 10Ft 15Ft 20Ft 30Ft 40Ft 50Ft 60Ft 100Ft Heavy Duty High Speed Internet Network Cable, Professional LAN Cable Shielded in Wall, Indoor&Outdoor", "asin": "/promo/A1L9JYQ6GLARIQ", "price": "$8.99", "quantity": ""},
{"title": "Vabogu Cat 8 Ethernet Cable, 3ft Heavy Duty High Speed Internet Network Cable, 26AWG, 2000Mhz 40Gbps with Gold Plated RJ45 Connectors, Shielded for Indoor & Outdoor Use", "asin": "/promo/A1EAJE948T04IM", "price": "$6.99", "quantity": ""},
{"title": "Hot Wheels City Ultimate Garage Track Set with 2 Die-Cast Toy Cars & Car-Eating Dragon, Stores 50+ Vehicles, 4 Levels", "asin": "B0BN15NTGG", "price": "$77.99", "quantity": ""},
{"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Switch (GS105NA) - Desktop or Wall Mount, and Limited Lifetime Protection Gray", "asin": "B0000BVYT3", "price": "$34.99", "quantity": ""},
{"title": "NETGEAR 16-Port Gigabit Ethernet Unmanaged Switch (GS116NA) - Desktop or Wall Mount, and Limited Lifetime Protection", "asin": "B00023DRLO", "price": "$84.99", "quantity": ""},
{"title": "Zugu Case for iPad Pro 13 (M4) 2024, Slim Protective Cover with Apple Pencil Holder, Auto Wake/Sleep, Multiple Viewing Angles, iPad Pro 13 Inch Cover, Phone Protectors, Black", "asin": "B0D438GCD1", "price": "$79.99", "quantity": ""},
{"title": "MagicWater Supply - 2 LB - Kraft - Crinkle Cut Paper Shred Filler great for Gift Wrapping, Basket Filling, Birthdays, Weddings, Anniversaries", "asin": "B07F6D6DKV", "price": "$19.99", "quantity": ""},
{"title": "Apple iPad Pro 13-Inch (M4): Built for Apple Intelligence, Ultra Retina XDR Display, 256GB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 6E, Face ID, All-Day Battery Life \u2014 Space Black", "asin": "B0D3J98W75", "price": "$1,199.99", "quantity": ""},
{"title": "ESR iPad Pro 13 Inch Case with Keyboard (M4, 2024), iPad Pro 13 Keyboard Case with Easy-Set Magnetic Stand, Portrait/Raised Modes for iPad Pro 13 Keyboard, Removable Case, Rebound 360 Series, Black", "asin": "B0CTGWZ3DL", "price": "$119.99", "quantity": ""},
{"title": "1.4 Inch Mini Clothes Pins for Photo, 130 Pcs Small Clothes Pins, Wooden Clothespins for Baby Shower, Party, Crafts DIY Project", "asin": "B0C6KFYWKK", "price": "$5.98", "quantity": ""},
{"title": "Juvale 100-Pack Brown 3x3x3 Gift Boxes with Lids for Candles, Ornaments, Crafts, Party Favors, Cupcakes, Holiday, Birthday, Baby Shower, Bridesmaid and Groomsmen Proposal, Easy Assemble", "asin": "B07CV7Y8JD", "price": "$19.99", "quantity": ""}],
"active_items": [{"title": "Amazon eGift Card - Blue Smile", "asin": "B07PBLL2VD", "selected": true, "options": []},
{"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 6E, 10.8Gbps"}]},
{"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "(NEW) WiFi 7, 9.3Gbps"}]},
{"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "quantity": "1", "selected": false, "options": []},
{"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "FREE pickup Fri, Apr 25 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "quantity": "1", "selected": false, "options": []},
{"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []}],
"saved_items": [{"title": "HOSPAN Collapsible Foot Spa Electric Rotary Massage, Foot Bath with Heat, Bubble, Remote, and 24 Motorized Shiatsu Massage Balls. Pedicure Foot Spa for Feet Stress Relief - FS02A", "asin": "B09PY33NHB", "options": [{"Color": "Blue"}]},
{"asin": "B09PY33NHB", "options": []},
{"title": "Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "0521337399", "options": []},
{"title": "The Psychology of Human-Computer Interaction by Stuart K. Card, Thomas P. Moran, Allen Newell (1986) Paperback", "asin": "B00ZT21NMI", "options": []},
{"title": "Software psychology: Human factors in computer and information systems (Winthrop computer systems series)", "asin": "0876268165", "options": []},
{"title": "Outdoor Research Men's Sureshot Pro Gloves, Black, L", "asin": "B0CBLBPX5P", "options": []},
{"title": "Thrustmaster T300RS Force Feedback GT Racing Wheel (compatible w/ PS5, PS5 Pro, PS4 & PC)", "asin": "B01M1L2NRL", "options": [{"Style": "T300RS GT Racing Wheel"}]},
{"title": "CleanSmart Toy Disinfectant Spray Kills 99.9% of Viruses and Bacteria, Rinse Free, 16 oz Bottle, (Pack of 2)", "asin": "B011ANDC78", "options": [{"Size": "16 Fl Oz (Pack of 2)"}]},
{"title": "CRAFTSMAN V20 Cordless Leaf Blower, Hard Surface Blower, Bare Tool Only (CMCBL710B)", "asin": "B0949SFXBD", "options": [{"Style": "Tool Only"}, {"Pattern Name": "Blower"}]},
{"title": "Pro Bike Tool Mini Bike Pump Fits Presta and Schrader - High Pressure PSI - Reliable, Compact & Light - Performance - Bicycle Tire Pump for Road, Mountain and BMX Bikes", "asin": "B019V1PW5G", "options": [{"Color": "Titanium"}, {"Size": "1"}]},
{"title": "Giro Isode MIPS Cycling Helmet - Men's Matte White", "asin": "B07HQ6GKWB", "price": "$49.95", "options": [{"Color": "Matte White"}, {"Size": "Universal Adult"}]}]
<|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": "2025-04-21T21:26:03.445Z", // 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": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
{"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
{"timestamp": "2025-04-19T00:44:05.364Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:48:38.279Z", "action": "purchase", "action_argument": "B00HA84YXE"}
{"timestamp": "2025-04-19T00:49:28.516Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:49:29.261Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:49:32.189Z", "action": "purchase", "action_argument": "B06X91GH75"}
{"timestamp": "2025-04-19T00:49:34.785Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:49:37.187Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:38.870Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:41.065Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:41.085Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:43.954Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:43.972Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:47.160Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:47.181Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:49.762Z", "action": "purchase", "action_argument": "B06X91GH75, B01AB4U6PI, B00HA84YXE, B0D42FL9CG"}
{"timestamp": "2025-04-19T00:50:39.575Z", "action": "input", "action_argument": "ipad air "}
{"timestamp": "2025-04-19T00:50:39.693Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-19T00:50:46.220Z", "action": "click_product", "action_argument": "B0D3J7N642"}
{"timestamp": "2025-04-19T00:51:00.453Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T06:44:30.524Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T06:44:35.493Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T06:45:41.947Z", "action": "input", "action_argument": "ipad pro 13 s"}
{"timestamp": "2025-04-19T06:45:42.025Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-19T07:30:44.590Z", "action": "purchase", "action_argument": "B0DGL2M45W"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T21:20:58.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T21:21:00.778Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T21:22:03.399Z", "action": "click_product", "action_argument": "B07PCMWTSG"}
{"timestamp": "2025-04-21T21:25:33.640Z", "action": "click", "action_argument": "other"}
<|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": "DbillionDa Cat8 Ethernet Cable, Outdoor&Indoor, 6FT Heavy Duty High Speed 26AWG, 2000Mhz with Gold Plated RJ45 Connector, Weatherproof F/FTP UV Resistant for Router, Modem, PC, Gaming", "asin": "/promo/A1OYPDJREBQEZJ", "price": "$6.99", "quantity": ""},
{"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Essentials Switch (GS305) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07S98YLHM", "price": "$13.99", "quantity": ""},
{"title": "Cat 8 Ethernet Cable, 1.5Ft 3Ft 6Ft 10Ft 15Ft 20Ft 30Ft 40Ft 50Ft 60Ft 100Ft Heavy Duty High Speed Internet Network Cable, Professional LAN Cable Shielded in Wall, Indoor&Outdoor", "asin": "B08PL53JG3", "price": "$3.99", "quantity": ""},
{"title": "Cat 8 Ethernet Cable, 1.5Ft 3Ft 6Ft 10Ft 15Ft 20Ft 30Ft 40Ft 50Ft 60Ft 100Ft Heavy Duty High Speed Internet Network Cable, Professional LAN Cable Shielded in Wall, Indoor&Outdoor", "asin": "/promo/A1L9JYQ6GLARIQ", "price": "$8.99", "quantity": ""},
{"title": "Vabogu Cat 8 Ethernet Cable, 3ft Heavy Duty High Speed Internet Network Cable, 26AWG, 2000Mhz 40Gbps with Gold Plated RJ45 Connectors, Shielded for Indoor & Outdoor Use", "asin": "/promo/A1EAJE948T04IM", "price": "$6.99", "quantity": ""},
{"title": "Hot Wheels City Ultimate Garage Track Set with 2 Die-Cast Toy Cars & Car-Eating Dragon, Stores 50+ Vehicles, 4 Levels", "asin": "B0BN15NTGG", "price": "$77.99", "quantity": ""},
{"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Switch (GS105NA) - Desktop or Wall Mount, and Limited Lifetime Protection Gray", "asin": "B0000BVYT3", "price": "$34.99", "quantity": ""},
{"title": "NETGEAR 16-Port Gigabit Ethernet Unmanaged Switch (GS116NA) - Desktop or Wall Mount, and Limited Lifetime Protection", "asin": "B00023DRLO", "price": "$84.99", "quantity": ""},
{"title": "Zugu Case for iPad Pro 13 (M4) 2024, Slim Protective Cover with Apple Pencil Holder, Auto Wake/Sleep, Multiple Viewing Angles, iPad Pro 13 Inch Cover, Phone Protectors, Black", "asin": "B0D438GCD1", "price": "$79.99", "quantity": ""},
{"title": "MagicWater Supply - 2 LB - Kraft - Crinkle Cut Paper Shred Filler great for Gift Wrapping, Basket Filling, Birthdays, Weddings, Anniversaries", "asin": "B07F6D6DKV", "price": "$19.99", "quantity": ""},
{"title": "Apple iPad Pro 13-Inch (M4): Built for Apple Intelligence, Ultra Retina XDR Display, 256GB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 6E, Face ID, All-Day Battery Life \u2014 Space Black", "asin": "B0D3J98W75", "price": "$1,199.99", "quantity": ""},
{"title": "ESR iPad Pro 13 Inch Case with Keyboard (M4, 2024), iPad Pro 13 Keyboard Case with Easy-Set Magnetic Stand, Portrait/Raised Modes for iPad Pro 13 Keyboard, Removable Case, Rebound 360 Series, Black", "asin": "B0CTGWZ3DL", "price": "$119.99", "quantity": ""},
{"title": "1.4 Inch Mini Clothes Pins for Photo, 130 Pcs Small Clothes Pins, Wooden Clothespins for Baby Shower, Party, Crafts DIY Project", "asin": "B0C6KFYWKK", "price": "$5.98", "quantity": ""},
{"title": "Juvale 100-Pack Brown 3x3x3 Gift Boxes with Lids for Candles, Ornaments, Crafts, Party Favors, Cupcakes, Holiday, Birthday, Baby Shower, Bridesmaid and Groomsmen Proposal, Easy Assemble", "asin": "B07CV7Y8JD", "price": "$19.99", "quantity": ""}],
"active_items": [{"title": "Amazon eGift Card - Blue Smile", "asin": "B07PBLL2VD", "selected": true, "options": []},
{"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 6E, 10.8Gbps"}]},
{"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "(NEW) WiFi 7, 9.3Gbps"}]},
{"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "quantity": "1", "selected": false, "options": []},
{"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "FREE pickup Fri, Apr 25 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "quantity": "1", "selected": false, "options": []},
{"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []}],
"saved_items": [{"title": "HOSPAN Collapsible Foot Spa Electric Rotary Massage, Foot Bath with Heat, Bubble, Remote, and 24 Motorized Shiatsu Massage Balls. Pedicure Foot Spa for Feet Stress Relief - FS02A", "asin": "B09PY33NHB", "options": [{"Color": "Blue"}]},
{"asin": "B09PY33NHB", "options": []},
{"title": "Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "0521337399", "options": []},
{"title": "The Psychology of Human-Computer Interaction by Stuart K. Card, Thomas P. Moran, Allen Newell (1986) Paperback", "asin": "B00ZT21NMI", "options": []},
{"title": "Software psychology: Human factors in computer and information systems (Winthrop computer systems series)", "asin": "0876268165", "options": []},
{"title": "Outdoor Research Men's Sureshot Pro Gloves, Black, L", "asin": "B0CBLBPX5P", "options": []},
{"title": "Thrustmaster T300RS Force Feedback GT Racing Wheel (compatible w/ PS5, PS5 Pro, PS4 & PC)", "asin": "B01M1L2NRL", "options": [{"Style": "T300RS GT Racing Wheel"}]},
{"title": "CleanSmart Toy Disinfectant Spray Kills 99.9% of Viruses and Bacteria, Rinse Free, 16 oz Bottle, (Pack of 2)", "asin": "B011ANDC78", "options": [{"Size": "16 Fl Oz (Pack of 2)"}]},
{"title": "CRAFTSMAN V20 Cordless Leaf Blower, Hard Surface Blower, Bare Tool Only (CMCBL710B)", "asin": "B0949SFXBD", "options": [{"Style": "Tool Only"}, {"Pattern Name": "Blower"}]},
{"title": "Pro Bike Tool Mini Bike Pump Fits Presta and Schrader - High Pressure PSI - Reliable, Compact & Light - Performance - Bicycle Tire Pump for Road, Mountain and BMX Bikes", "asin": "B019V1PW5G", "options": [{"Color": "Titanium"}, {"Size": "1"}]},
{"title": "Giro Isode MIPS Cycling Helmet - Men's Matte White", "asin": "B07HQ6GKWB", "price": "$49.95", "options": [{"Color": "Matte White"}, {"Size": "Universal Adult"}]}]
<|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": "2025-04-21T21:26:03.445Z", // 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": "2025-04-21T21:26:03.445Z","action": "purchase","acion_argument": "B07PBLL2VD",}</answer>
rule
<answer>{"timestamp": "2025-04-21T21:26:03.445Z","action": "purchase","acion_argument": "B07PBLL2VD",}</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": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
{"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
{"timestamp": "2025-04-19T00:44:05.364Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:48:38.279Z", "action": "purchase", "action_argument": "B00HA84YXE"}
{"timestamp": "2025-04-19T00:49:28.516Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:49:29.261Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-19T00:49:32.189Z", "action": "purchase", "action_argument": "B06X91GH75"}
{"timestamp": "2025-04-19T00:49:34.785Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:49:37.187Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:38.870Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:41.065Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:41.085Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:43.954Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:43.972Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:47.160Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:47.181Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-19T00:49:49.762Z", "action": "purchase", "action_argument": "B06X91GH75, B01AB4U6PI, B00HA84YXE, B0D42FL9CG"}
{"timestamp": "2025-04-19T00:50:39.575Z", "action": "input", "action_argument": "ipad air "}
{"timestamp": "2025-04-19T00:50:39.693Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-19T00:50:46.220Z", "action": "click_product", "action_argument": "B0D3J7N642"}
{"timestamp": "2025-04-19T00:51:00.453Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T06:44:30.524Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T06:44:35.493Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T06:45:41.947Z", "action": "input", "action_argument": "ipad pro 13 s"}
{"timestamp": "2025-04-19T06:45:42.025Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-19T07:30:44.590Z", "action": "purchase", "action_argument": "B0DGL2M45W"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T21:20:58.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T21:21:00.778Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T21:22:03.399Z", "action": "click_product", "action_argument": "B07PCMWTSG"}
{"timestamp": "2025-04-21T21:25:33.640Z", "action": "click", "action_argument": "other"}
<|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": "DbillionDa Cat8 Ethernet Cable, Outdoor&Indoor, 6FT Heavy Duty High Speed 26AWG, 2000Mhz with Gold Plated RJ45 Connector, Weatherproof F/FTP UV Resistant for Router, Modem, PC, Gaming", "asin": "/promo/A1OYPDJREBQEZJ", "price": "$6.99", "quantity": ""},
{"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Essentials Switch (GS305) - Home Network Hub, Office Ethernet Splitter, Plug-and-Play, Silent Operation, Desktop or Wall Mount", "asin": "B07S98YLHM", "price": "$13.99", "quantity": ""},
{"title": "Cat 8 Ethernet Cable, 1.5Ft 3Ft 6Ft 10Ft 15Ft 20Ft 30Ft 40Ft 50Ft 60Ft 100Ft Heavy Duty High Speed Internet Network Cable, Professional LAN Cable Shielded in Wall, Indoor&Outdoor", "asin": "B08PL53JG3", "price": "$3.99", "quantity": ""},
{"title": "Cat 8 Ethernet Cable, 1.5Ft 3Ft 6Ft 10Ft 15Ft 20Ft 30Ft 40Ft 50Ft 60Ft 100Ft Heavy Duty High Speed Internet Network Cable, Professional LAN Cable Shielded in Wall, Indoor&Outdoor", "asin": "/promo/A1L9JYQ6GLARIQ", "price": "$8.99", "quantity": ""},
{"title": "Vabogu Cat 8 Ethernet Cable, 3ft Heavy Duty High Speed Internet Network Cable, 26AWG, 2000Mhz 40Gbps with Gold Plated RJ45 Connectors, Shielded for Indoor & Outdoor Use", "asin": "/promo/A1EAJE948T04IM", "price": "$6.99", "quantity": ""},
{"title": "Hot Wheels City Ultimate Garage Track Set with 2 Die-Cast Toy Cars & Car-Eating Dragon, Stores 50+ Vehicles, 4 Levels", "asin": "B0BN15NTGG", "price": "$77.99", "quantity": ""},
{"title": "NETGEAR 5-Port Gigabit Ethernet Unmanaged Switch (GS105NA) - Desktop or Wall Mount, and Limited Lifetime Protection Gray", "asin": "B0000BVYT3", "price": "$34.99", "quantity": ""},
{"title": "NETGEAR 16-Port Gigabit Ethernet Unmanaged Switch (GS116NA) - Desktop or Wall Mount, and Limited Lifetime Protection", "asin": "B00023DRLO", "price": "$84.99", "quantity": ""},
{"title": "Zugu Case for iPad Pro 13 (M4) 2024, Slim Protective Cover with Apple Pencil Holder, Auto Wake/Sleep, Multiple Viewing Angles, iPad Pro 13 Inch Cover, Phone Protectors, Black", "asin": "B0D438GCD1", "price": "$79.99", "quantity": ""},
{"title": "MagicWater Supply - 2 LB - Kraft - Crinkle Cut Paper Shred Filler great for Gift Wrapping, Basket Filling, Birthdays, Weddings, Anniversaries", "asin": "B07F6D6DKV", "price": "$19.99", "quantity": ""},
{"title": "Apple iPad Pro 13-Inch (M4): Built for Apple Intelligence, Ultra Retina XDR Display, 256GB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 6E, Face ID, All-Day Battery Life \u2014 Space Black", "asin": "B0D3J98W75", "price": "$1,199.99", "quantity": ""},
{"title": "ESR iPad Pro 13 Inch Case with Keyboard (M4, 2024), iPad Pro 13 Keyboard Case with Easy-Set Magnetic Stand, Portrait/Raised Modes for iPad Pro 13 Keyboard, Removable Case, Rebound 360 Series, Black", "asin": "B0CTGWZ3DL", "price": "$119.99", "quantity": ""},
{"title": "1.4 Inch Mini Clothes Pins for Photo, 130 Pcs Small Clothes Pins, Wooden Clothespins for Baby Shower, Party, Crafts DIY Project", "asin": "B0C6KFYWKK", "price": "$5.98", "quantity": ""},
{"title": "Juvale 100-Pack Brown 3x3x3 Gift Boxes with Lids for Candles, Ornaments, Crafts, Party Favors, Cupcakes, Holiday, Birthday, Baby Shower, Bridesmaid and Groomsmen Proposal, Easy Assemble", "asin": "B07CV7Y8JD", "price": "$19.99", "quantity": ""}],
"active_items": [{"title": "Amazon eGift Card - Blue Smile", "asin": "B07PBLL2VD", "selected": true, "options": []},
{"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 6E, 10.8Gbps"}]},
{"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "(NEW) WiFi 7, 9.3Gbps"}]},
{"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "quantity": "1", "selected": false, "options": []},
{"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "FREE pickup Fri, Apr 25 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "quantity": "1", "selected": false, "options": []},
{"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "Two-Day FREE pickup Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []}],
"saved_items": [{"title": "HOSPAN Collapsible Foot Spa Electric Rotary Massage, Foot Bath with Heat, Bubble, Remote, and 24 Motorized Shiatsu Massage Balls. Pedicure Foot Spa for Feet Stress Relief - FS02A", "asin": "B09PY33NHB", "options": [{"Color": "Blue"}]},
{"asin": "B09PY33NHB", "options": []},
{"title": "Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "0521337399", "options": []},
{"title": "The Psychology of Human-Computer Interaction by Stuart K. Card, Thomas P. Moran, Allen Newell (1986) Paperback", "asin": "B00ZT21NMI", "options": []},
{"title": "Software psychology: Human factors in computer and information systems (Winthrop computer systems series)", "asin": "0876268165", "options": []},
{"title": "Outdoor Research Men's Sureshot Pro Gloves, Black, L", "asin": "B0CBLBPX5P", "options": []},
{"title": "Thrustmaster T300RS Force Feedback GT Racing Wheel (compatible w/ PS5, PS5 Pro, PS4 & PC)", "asin": "B01M1L2NRL", "options": [{"Style": "T300RS GT Racing Wheel"}]},
{"title": "CleanSmart Toy Disinfectant Spray Kills 99.9% of Viruses and Bacteria, Rinse Free, 16 oz Bottle, (Pack of 2)", "asin": "B011ANDC78", "options": [{"Size": "16 Fl Oz (Pack of 2)"}]},
{"title": "CRAFTSMAN V20 Cordless Leaf Blower, Hard Surface Blower, Bare Tool Only (CMCBL710B)", "asin": "B0949SFXBD", "options": [{"Style": "Tool Only"}, {"Pattern Name": "Blower"}]},
{"title": "Pro Bike Tool Mini Bike Pump Fits Presta and Schrader - High Pressure PSI - Reliable, Compact & Light - Performance - Bicycle Tire Pump for Road, Mountain and BMX Bikes", "asin": "B019V1PW5G", "options": [{"Color": "Titanium"}, {"Size": "1"}]},
{"title": "Giro Isode MIPS Cycling Helmet - Men's Matte White", "asin": "B07HQ6GKWB", "price": "$49.95", "options": [{"Color": "Matte White"}, {"Size": "Universal Adult"}]}]
<|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": "2025-04-21T21:26:03.445Z", // 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