<|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": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
{"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
{"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:48:09.002Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
{"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T17:49:13.797Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
{"timestamp": "2025-04-16T17:54:58.561Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:55:54.363Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:55:57.432Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
{"timestamp": "2025-04-16T17:56:51.260Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T17:56:54.718Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T18:05:51.602Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
{"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
{"timestamp": "2025-04-21T07:29:37.615Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:29:58.412Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:30:20.470Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:30:26.920Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:30:58.470Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:31:05.762Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:32:15.979Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:32:16.173Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
{"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:40:21.659Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:40:24.373Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T17:23:11.963Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:25:42.767Z", "action": "click_product", "action_argument": "B0D5BGST5N"}
{"timestamp": "2025-04-21T17:26:26.578Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T17:27:17.970Z", "action": "input", "action_argument": "matter smart light"}
{"timestamp": "2025-04-21T17:27:18.138Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T17:28:07.887Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
{"timestamp": "2025-04-21T17:28:49.828Z", "action": "purchase", "action_argument": "B0DSJCN9RZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T17:29:06.327Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T17:29:25.028Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T17:29:45.661Z", "action": "input", "action_argument": "matter "}
{"timestamp": "2025-04-21T17:29:45.726Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T17:31:16.298Z", "action": "click", "action_argument": "quantity"}
<|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": "matter smart plug"}],
"cart_items": [{"title": "Tapo TP-Link Smart Light Bulbs, 1100 Lumens High Brightness (75W Equivalent), Matter-Certified, 16M Colors WiFi Light Bulb, Dimmable, Works w/Siri, Alexa & Google Home, A19 E26, L535E(4-Pack)", "asin": "B0DSJCN9RZ", "price": "$35.99", "quantity": "1"},
{"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
{"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
{"asin": "B0B14C719T"},
{"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
{"title": "Command Large Picture Hanging Strips, White, Holds up to 16 lbs, 14-Pairs, Easy to Open Packaging", "asin": "B073XR4X72", "price": "$9.57", "quantity": "1"},
{"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
{"title": "REALINN Under Sink Organizer, Pull Out Cabinet Organizer 2 Tier Slide Out Sink Shelf Cabinet Storage Shelves, Storage for Kitchen Bathroom, White, 2 Pack", "asin": "B0CFQFMC4F", "price": "$45.99", "quantity": "1"},
{"title": "Oudain 15.5 ft Pennant Banner Flags, 2 Pcs Nursery Garland Triangle Bunting Flag Baby Banner for Nursery Decor Baby Birthday Boho Wedding Shower Party Event, Each 7.75 ft(Simple Color)", "asin": "B0CYH1HJ39", "price": "$16.49", "quantity": "1"},
{"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
{"title": "Boho Bulletin Board Borders Classroom Colorful Border Stickers Boho Die-Cut Border Trims Bulletin Board Scalloped Borders Self-Adhesive for School Blackboard Chalkboard Desk, 91.8 Ft", "asin": "B0BXD86JJ3", "price": "$11.99", "quantity": "1"},
{"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
{"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
{"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
{"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
{"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.95", "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": "$325.04", "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": "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": "$23.79", "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"}],
"promotion_items": [{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "quantity": ""},
{"title": "Cync\nIndoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "quantity": ""},
{"title": "meross\nMatter Smart Plug Mini, Easy Setup, 100% Privacy, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, Power Protection, 2.4G Wi-Fi Only (2 Pack)", "asin": "B0BRQ5ZGKZ", "price": "$27.99", "quantity": ""},
{"title": "Govee\nSmart Plug, WiFi Plugs Work with Alexa & Google Assistant, Smart Outlet with Timer & Group Controller, WiFi Outlet for Home, No Hub Required, ETL & FCC Certified, 2.4G WiFi Only, 4 Pack", "asin": "B08731J1L4", "price": "$26.99", "quantity": ""},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "quantity": ""},
{"title": "Kasa Smart\nPlug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "quantity": ""},
{"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "quantity": ""},
{"title": "Cync\nIndoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "quantity": ""},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "quantity": ""},
{"title": "Kasa Matter Smart Dimmer Switch: Voice Control w/Siri, Alexa & Google Assistant, UL Certified, Timer & Schedule, Easy Guided Install, Neutral Wire Required, Single Pole, 2.4GHz Wi-Fi, 3-Pack", "asin": "B0C9KJT36W", "price": "$59.99", "quantity": ""}],
"ads": [{"title": "Kasa Smart Plug Mini 15A, Smart Home Wi-Fi Outlet Works with Alexa, Google Home & IFTTT, No Hub Required, UL Certified, 2.4G WiFi Only, 4-Pack(EP10P4) , White", "asin": "B091FXLMS8"},
{"title": "Kasa Smart Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T"},
{"title": "Kasa Outdoor Smart Plug, Smart Home Wi-Fi Outlet with 2 Sockets, IP64 Weather Resistance, Compatible with Alexa, Google Home & IFTTT, No Hub Required, ETL Certified(EP40), Black", "asin": "B091FXH2FR"}],
"search_results": [{"title": "TP-Link Tapo Smart Plug Mini, Matter Compatible, Compatible with Alexa, Google Home & Samsung SmartThings, Energy Monitoring, 15A, UL Certified, 2.4G Wi-Fi Only, Tapo P110M(4-Pack)", "asin": "B0DKG52WQ4", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Plug HS103P2, Smart Home Wi-Fi Outlet Works with Alexa, Echo, Google Home & IFTTT, No Hub Required, Remote Control,15 Amp,UL Certified, (Pack of 2) White", "asin": "B07B8W2KHZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Plug, Matter Compatible, Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M(2-Pack)", "asin": "B0BYGRLRS1", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Kasa Matter Smart Plug w/ Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M (4-Pack)", "asin": "B0BYGMR4DX", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Matter Smart Plug, Work with Apple Home, Siri, Alexa, Google Home, SmartThings, Smart Outlet 15A/1800W Max, Smart Home Automation, APP Remote Control,Timer&Schedule, 2.4G Wi-Fi Only, 4 Pack", "asin": "B0C36WXGP1", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Smart Plug Mini, Matter Compatible, Compatible with Alexa, Google Home & Samsung SmartThings, Energy Monitoring, 15A, UL Certified, 2.4G Wi-Fi Only, Tapo P110M(4-Pack)", "asin": "B0DKG52WQ4", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug Mini, FFS Easy Setup, 100% Privacy Smart Outlet, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, 2.4G Wi-Fi Only (4 Pack)", "asin": "B0CNW635VH", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug, Energy Monitoring, Standby Killer, FFS Setup, 15A/1800W, 100% Privacy Wi-Fi Outlet Support Apple HomeKit, Alexa, Google Home with Schedule Timer, App & Voice Control (4 Pack)", "asin": "B0CJFHQZ7Y", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Energy (Matter) - Smart Plug, App and Voice Control, 100% Privacy, Matter Over Thread, Works with Apple Home, Alexa, Google Home, SmartThings", "asin": "B0BZBGD87V", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Smart Temperature and Humidity Monitor | Requires Tapo Hub | 2.7'' E-Ink Display | Swiss-Made Sensor | Real-Time Notification | Visual Graphics | Tapo T315, White", "asin": "B0C7FJYTR2", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Matter Outdoor Smart Plug, 2 Individual outlets, IP65 Weather Resistance, Works with Apple Home, Alexa, Google Home, Long Wi-Fi Range, 2.4G Wi-Fi Only, ETL Certified(Tapo P400M)", "asin": "B0CVN3CNCD", "price": "$19.54", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Matter Smart Plug Directly Connects to Alexa, Hub Required, Supports Apple Home, Smart Plugs That Compatible with Alexa&Google Home, WiFi Plug with Remote Control&Timer Function, 2.4GHz Wi-Fi", "asin": "B0CD7ZDFLF", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Matter Smart Plug,Work with Apple Home/Alexa/Google Home,WiFi Smart Outlet 15A/1800W Max,Smart Home Automation with Remote Control,Timer&Schedule,FCC/ETL Certified,2.4G Wi-Fi Only,3 Pack", "asin": "B0CZQYCB8H", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 2 Count (Pack of 1) (EP25P2), White", "asin": "B0CHDCYSW7", "price": "$18.65", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Matter Smart Plug 2 Pack, Smart Outlet Work with Alexa, Apple Home, Google Home, SmartThings, 15A/1800W Max for Home Automation, APP Remote Control,Timer&Schedule, 2.4G Wi-Fi Only", "asin": "B0D3X6RC7Y", "price": "$17.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Smart Plug, WiFi & Bluetooth Plug Work with Alexa & Google Home, Smart Outlet with Schedule & Timer, Matter Smart Home with Voice & Remote Control, FCC & ETL Certified for Home, 4 Pack", "asin": "B0CSFL5SYF", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Dual Smart Plug, Work with Apple Home, Siri, Alexa, Google Home, SmartThings, Smart Outlet 15A/1800W Max, Smart Home Automation, APP Remote Control,Timer&Schedule, White, 2-Pack", "asin": "B0CPLKYQWC", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Matter Smart Plug,Smart Plugs Compatible with Alexa, Apple Home, Siri, Google Home, SmartThings, Smart Outlet 10A/1250W Max, Matter Smart Home , APP Remote Control, 2.4G Wi-Fi Only, 4Pack", "asin": "B0CRD6SM1C", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Indoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Smart Plug, 15A Smart Plug for Homekit, Smart Outlet with Schedule and Timer, Super Easy Setup, Works with Apple Home, Siri, Alexa, Google, Privacy & Security, 2.4G Only, White, 2-Pack", "asin": "B0C9HDWTFQ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Best Connect Matter Smart Plug - Intelligent Socket Compatible with Homekit, Google Home, Alexa, SmartThings - Smart Outlet for Automatic Appliance Control,10A, 2.4GHz WiFi (10A - Pack 1)", "asin": "B0DL47XRMY", "price": "$7.87", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Smart Plug Mini, 15A & Reliable Wi-Fi, Support Apple HomeKit, Siri, Alexa, Echo, Google Assistant and Nest Hub, App Control, Timer, No Hub Needed, 2.4G WiFi Only, 4 Pack", "asin": "B084JHJBQT", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Outdoor Smart Plug WiFi Heavy Duty Plug-in Outlet IP65 Waterproof, Compatible with Alexa Apple Home SmartThings Google Home, Smart Life, Remote Control, 15Amp Black (MP22M)", "asin": "B07X52W1J8", "price": "$17.09", "delivery": "FREE delivery Thu, Apr 24 Only 3 left in stock - order soon."},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Indoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug Mini, Easy Setup, 100% Privacy, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, Power Protection, 2.4G Wi-Fi Only (2 Pack)", "asin": "B0BRQ5ZGKZ", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"}]
<|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": "2025-04-21T17:31:23.911Z", // 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": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
{"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
{"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
{"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T17:48:09.002Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
{"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T17:49:13.797Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
{"timestamp": "2025-04-16T17:54:58.561Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:55:54.363Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:55:57.432Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
{"timestamp": "2025-04-16T17:56:51.260Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T17:56:54.718Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
{"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
{"timestamp": "2025-04-16T18:05:51.602Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
{"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
{"timestamp": "2025-04-21T07:29:37.615Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:29:58.412Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:30:20.470Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:30:26.920Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:30:58.470Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:31:05.762Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:32:15.979Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:32:16.173Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
{"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T07:40:21.659Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T07:40:24.373Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T17:23:11.963Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T17:25:42.767Z", "action": "click_product", "action_argument": "B0D5BGST5N"}
{"timestamp": "2025-04-21T17:26:26.578Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T17:27:17.970Z", "action": "input", "action_argument": "matter smart light"}
{"timestamp": "2025-04-21T17:27:18.138Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T17:28:07.887Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
{"timestamp": "2025-04-21T17:28:49.828Z", "action": "purchase", "action_argument": "B0DSJCN9RZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T17:29:06.327Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T17:29:25.028Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T17:29:45.661Z", "action": "input", "action_argument": "matter "}
{"timestamp": "2025-04-21T17:29:45.726Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T17:31:16.298Z", "action": "click", "action_argument": "quantity"}
<|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": "matter smart plug"}],
"cart_items": [{"title": "Tapo TP-Link Smart Light Bulbs, 1100 Lumens High Brightness (75W Equivalent), Matter-Certified, 16M Colors WiFi Light Bulb, Dimmable, Works w/Siri, Alexa & Google Home, A19 E26, L535E(4-Pack)", "asin": "B0DSJCN9RZ", "price": "$35.99", "quantity": "1"},
{"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
{"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
{"asin": "B0B14C719T"},
{"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
{"title": "Command Large Picture Hanging Strips, White, Holds up to 16 lbs, 14-Pairs, Easy to Open Packaging", "asin": "B073XR4X72", "price": "$9.57", "quantity": "1"},
{"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
{"title": "REALINN Under Sink Organizer, Pull Out Cabinet Organizer 2 Tier Slide Out Sink Shelf Cabinet Storage Shelves, Storage for Kitchen Bathroom, White, 2 Pack", "asin": "B0CFQFMC4F", "price": "$45.99", "quantity": "1"},
{"title": "Oudain 15.5 ft Pennant Banner Flags, 2 Pcs Nursery Garland Triangle Bunting Flag Baby Banner for Nursery Decor Baby Birthday Boho Wedding Shower Party Event, Each 7.75 ft(Simple Color)", "asin": "B0CYH1HJ39", "price": "$16.49", "quantity": "1"},
{"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
{"title": "Boho Bulletin Board Borders Classroom Colorful Border Stickers Boho Die-Cut Border Trims Bulletin Board Scalloped Borders Self-Adhesive for School Blackboard Chalkboard Desk, 91.8 Ft", "asin": "B0BXD86JJ3", "price": "$11.99", "quantity": "1"},
{"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
{"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
{"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
{"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
{"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.95", "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": "$325.04", "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": "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": "$23.79", "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"}],
"promotion_items": [{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "quantity": ""},
{"title": "Cync\nIndoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "quantity": ""},
{"title": "meross\nMatter Smart Plug Mini, Easy Setup, 100% Privacy, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, Power Protection, 2.4G Wi-Fi Only (2 Pack)", "asin": "B0BRQ5ZGKZ", "price": "$27.99", "quantity": ""},
{"title": "Govee\nSmart Plug, WiFi Plugs Work with Alexa & Google Assistant, Smart Outlet with Timer & Group Controller, WiFi Outlet for Home, No Hub Required, ETL & FCC Certified, 2.4G WiFi Only, 4 Pack", "asin": "B08731J1L4", "price": "$26.99", "quantity": ""},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "quantity": ""},
{"title": "Kasa Smart\nPlug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "quantity": ""},
{"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "quantity": ""},
{"title": "Cync\nIndoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "quantity": ""},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "quantity": ""},
{"title": "Kasa Matter Smart Dimmer Switch: Voice Control w/Siri, Alexa & Google Assistant, UL Certified, Timer & Schedule, Easy Guided Install, Neutral Wire Required, Single Pole, 2.4GHz Wi-Fi, 3-Pack", "asin": "B0C9KJT36W", "price": "$59.99", "quantity": ""}],
"ads": [{"title": "Kasa Smart Plug Mini 15A, Smart Home Wi-Fi Outlet Works with Alexa, Google Home & IFTTT, No Hub Required, UL Certified, 2.4G WiFi Only, 4-Pack(EP10P4) , White", "asin": "B091FXLMS8"},
{"title": "Kasa Smart Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T"},
{"title": "Kasa Outdoor Smart Plug, Smart Home Wi-Fi Outlet with 2 Sockets, IP64 Weather Resistance, Compatible with Alexa, Google Home & IFTTT, No Hub Required, ETL Certified(EP40), Black", "asin": "B091FXH2FR"}],
"search_results": [{"title": "TP-Link Tapo Smart Plug Mini, Matter Compatible, Compatible with Alexa, Google Home & Samsung SmartThings, Energy Monitoring, 15A, UL Certified, 2.4G Wi-Fi Only, Tapo P110M(4-Pack)", "asin": "B0DKG52WQ4", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Plug HS103P2, Smart Home Wi-Fi Outlet Works with Alexa, Echo, Google Home & IFTTT, No Hub Required, Remote Control,15 Amp,UL Certified, (Pack of 2) White", "asin": "B07B8W2KHZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Plug, Matter Compatible, Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M(2-Pack)", "asin": "B0BYGRLRS1", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Kasa Matter Smart Plug w/ Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M (4-Pack)", "asin": "B0BYGMR4DX", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Matter Smart Plug, Work with Apple Home, Siri, Alexa, Google Home, SmartThings, Smart Outlet 15A/1800W Max, Smart Home Automation, APP Remote Control,Timer&Schedule, 2.4G Wi-Fi Only, 4 Pack", "asin": "B0C36WXGP1", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Smart Plug Mini, Matter Compatible, Compatible with Alexa, Google Home & Samsung SmartThings, Energy Monitoring, 15A, UL Certified, 2.4G Wi-Fi Only, Tapo P110M(4-Pack)", "asin": "B0DKG52WQ4", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug Mini, FFS Easy Setup, 100% Privacy Smart Outlet, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, 2.4G Wi-Fi Only (4 Pack)", "asin": "B0CNW635VH", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug, Energy Monitoring, Standby Killer, FFS Setup, 15A/1800W, 100% Privacy Wi-Fi Outlet Support Apple HomeKit, Alexa, Google Home with Schedule Timer, App & Voice Control (4 Pack)", "asin": "B0CJFHQZ7Y", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Energy (Matter) - Smart Plug, App and Voice Control, 100% Privacy, Matter Over Thread, Works with Apple Home, Alexa, Google Home, SmartThings", "asin": "B0BZBGD87V", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Smart Temperature and Humidity Monitor | Requires Tapo Hub | 2.7'' E-Ink Display | Swiss-Made Sensor | Real-Time Notification | Visual Graphics | Tapo T315, White", "asin": "B0C7FJYTR2", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Matter Outdoor Smart Plug, 2 Individual outlets, IP65 Weather Resistance, Works with Apple Home, Alexa, Google Home, Long Wi-Fi Range, 2.4G Wi-Fi Only, ETL Certified(Tapo P400M)", "asin": "B0CVN3CNCD", "price": "$19.54", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Matter Smart Plug Directly Connects to Alexa, Hub Required, Supports Apple Home, Smart Plugs That Compatible with Alexa&Google Home, WiFi Plug with Remote Control&Timer Function, 2.4GHz Wi-Fi", "asin": "B0CD7ZDFLF", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Matter Smart Plug,Work with Apple Home/Alexa/Google Home,WiFi Smart Outlet 15A/1800W Max,Smart Home Automation with Remote Control,Timer&Schedule,FCC/ETL Certified,2.4G Wi-Fi Only,3 Pack", "asin": "B0CZQYCB8H", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 2 Count (Pack of 1) (EP25P2), White", "asin": "B0CHDCYSW7", "price": "$18.65", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Matter Smart Plug 2 Pack, Smart Outlet Work with Alexa, Apple Home, Google Home, SmartThings, 15A/1800W Max for Home Automation, APP Remote Control,Timer&Schedule, 2.4G Wi-Fi Only", "asin": "B0D3X6RC7Y", "price": "$17.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Smart Plug, WiFi & Bluetooth Plug Work with Alexa & Google Home, Smart Outlet with Schedule & Timer, Matter Smart Home with Voice & Remote Control, FCC & ETL Certified for Home, 4 Pack", "asin": "B0CSFL5SYF", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Dual Smart Plug, Work with Apple Home, Siri, Alexa, Google Home, SmartThings, Smart Outlet 15A/1800W Max, Smart Home Automation, APP Remote Control,Timer&Schedule, White, 2-Pack", "asin": "B0CPLKYQWC", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Matter Smart Plug,Smart Plugs Compatible with Alexa, Apple Home, Siri, Google Home, SmartThings, Smart Outlet 10A/1250W Max, Matter Smart Home , APP Remote Control, 2.4G Wi-Fi Only, 4Pack", "asin": "B0CRD6SM1C", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Indoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Smart Plug, 15A Smart Plug for Homekit, Smart Outlet with Schedule and Timer, Super Easy Setup, Works with Apple Home, Siri, Alexa, Google, Privacy & Security, 2.4G Only, White, 2-Pack", "asin": "B0C9HDWTFQ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Best Connect Matter Smart Plug - Intelligent Socket Compatible with Homekit, Google Home, Alexa, SmartThings - Smart Outlet for Automatic Appliance Control,10A, 2.4GHz WiFi (10A - Pack 1)", "asin": "B0DL47XRMY", "price": "$7.87", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Smart Plug Mini, 15A & Reliable Wi-Fi, Support Apple HomeKit, Siri, Alexa, Echo, Google Assistant and Nest Hub, App Control, Timer, No Hub Needed, 2.4G WiFi Only, 4 Pack", "asin": "B084JHJBQT", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Outdoor Smart Plug WiFi Heavy Duty Plug-in Outlet IP65 Waterproof, Compatible with Alexa Apple Home SmartThings Google Home, Smart Life, Remote Control, 15Amp Black (MP22M)", "asin": "B07X52W1J8", "price": "$17.09", "delivery": "FREE delivery Thu, Apr 24 Only 3 left in stock - order soon."},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Indoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug Mini, Easy Setup, 100% Privacy, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, Power Protection, 2.4G Wi-Fi Only (2 Pack)", "asin": "B0BRQ5ZGKZ", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"}]
<|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": "2025-04-21T17:31:23.911Z", // 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": "2025-04-21T17:31:23.911Z","action": "purchase","acion_argument": "B0BYGMR4DX",}</answer>
rule
<answer>{"timestamp": "2025-04-21T17:31:23.911Z","action": "purchase","acion_argument": "B0BYGMR4DX",}</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": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
{"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
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<|observation_start|>
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{"title": "Matter Smart Plug, Work with Apple Home, Siri, Alexa, Google Home, SmartThings, Smart Outlet 15A/1800W Max, Smart Home Automation, APP Remote Control,Timer&Schedule, 2.4G Wi-Fi Only, 4 Pack", "asin": "B0C36WXGP1", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Smart Plug Mini, Matter Compatible, Compatible with Alexa, Google Home & Samsung SmartThings, Energy Monitoring, 15A, UL Certified, 2.4G Wi-Fi Only, Tapo P110M(4-Pack)", "asin": "B0DKG52WQ4", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug Mini, FFS Easy Setup, 100% Privacy Smart Outlet, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, 2.4G Wi-Fi Only (4 Pack)", "asin": "B0CNW635VH", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 4 Count (Pack of 1) (EP25P4), White", "asin": "B0B14C719T", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug, Energy Monitoring, Standby Killer, FFS Setup, 15A/1800W, 100% Privacy Wi-Fi Outlet Support Apple HomeKit, Alexa, Google Home with Schedule Timer, App & Voice Control (4 Pack)", "asin": "B0CJFHQZ7Y", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Energy (Matter) - Smart Plug, App and Voice Control, 100% Privacy, Matter Over Thread, Works with Apple Home, Alexa, Google Home, SmartThings", "asin": "B0BZBGD87V", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Smart Temperature and Humidity Monitor | Requires Tapo Hub | 2.7'' E-Ink Display | Swiss-Made Sensor | Real-Time Notification | Visual Graphics | Tapo T315, White", "asin": "B0C7FJYTR2", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "TP-Link Tapo Matter Outdoor Smart Plug, 2 Individual outlets, IP65 Weather Resistance, Works with Apple Home, Alexa, Google Home, Long Wi-Fi Range, 2.4G Wi-Fi Only, ETL Certified(Tapo P400M)", "asin": "B0CVN3CNCD", "price": "$19.54", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Matter Smart Plug Directly Connects to Alexa, Hub Required, Supports Apple Home, Smart Plugs That Compatible with Alexa&Google Home, WiFi Plug with Remote Control&Timer Function, 2.4GHz Wi-Fi", "asin": "B0CD7ZDFLF", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Matter Smart Plug,Work with Apple Home/Alexa/Google Home,WiFi Smart Outlet 15A/1800W Max,Smart Home Automation with Remote Control,Timer&Schedule,FCC/ETL Certified,2.4G Wi-Fi Only,3 Pack", "asin": "B0CZQYCB8H", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Plug Mini 15A, Apple HomeKit Supported, Smart Outlet Works with Siri, Alexa & Google Home, UL Certified, App Control, Scheduling, Timer, 2.4G WiFi Only, 2 Count (Pack of 1) (EP25P2), White", "asin": "B0CHDCYSW7", "price": "$18.65", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Matter Smart Plug 2 Pack, Smart Outlet Work with Alexa, Apple Home, Google Home, SmartThings, 15A/1800W Max for Home Automation, APP Remote Control,Timer&Schedule, 2.4G Wi-Fi Only", "asin": "B0D3X6RC7Y", "price": "$17.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Smart Plug, WiFi & Bluetooth Plug Work with Alexa & Google Home, Smart Outlet with Schedule & Timer, Matter Smart Home with Voice & Remote Control, FCC & ETL Certified for Home, 4 Pack", "asin": "B0CSFL5SYF", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Dual Smart Plug, Work with Apple Home, Siri, Alexa, Google Home, SmartThings, Smart Outlet 15A/1800W Max, Smart Home Automation, APP Remote Control,Timer&Schedule, White, 2-Pack", "asin": "B0CPLKYQWC", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Matter Smart Plug,Smart Plugs Compatible with Alexa, Apple Home, Siri, Google Home, SmartThings, Smart Outlet 10A/1250W Max, Matter Smart Home , APP Remote Control, 2.4G Wi-Fi Only, 4Pack", "asin": "B0CRD6SM1C", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
{"title": "Indoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Legrand Radiant\u00ae Wi-Fi Matter Smart Plug Matter Hub Required 15A, Easy Setup, Enhanced Compatibility with Apple HomeKit, Google Home, Alexa & SmartThings, Easy Wi-Fi Connectivity w/Matter (1 Pack)", "asin": "B0CLVSV67L", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Matter Smart Plug, 15A Smart Plug for Homekit, Smart Outlet with Schedule and Timer, Super Easy Setup, Works with Apple Home, Siri, Alexa, Google, Privacy & Security, 2.4G Only, White, 2-Pack", "asin": "B0C9HDWTFQ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Best Connect Matter Smart Plug - Intelligent Socket Compatible with Homekit, Google Home, Alexa, SmartThings - Smart Outlet for Automatic Appliance Control,10A, 2.4GHz WiFi (10A - Pack 1)", "asin": "B0DL47XRMY", "price": "$7.87", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Smart Plug Mini, 15A & Reliable Wi-Fi, Support Apple HomeKit, Siri, Alexa, Echo, Google Assistant and Nest Hub, App Control, Timer, No Hub Needed, 2.4G WiFi Only, 4 Pack", "asin": "B084JHJBQT", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Outdoor Smart Plug WiFi Heavy Duty Plug-in Outlet IP65 Waterproof, Compatible with Alexa Apple Home SmartThings Google Home, Smart Life, Remote Control, 15Amp Black (MP22M)", "asin": "B07X52W1J8", "price": "$17.09", "delivery": "FREE delivery Thu, Apr 24 Only 3 left in stock - order soon."},
{"title": "Kasa Matter Smart Outdoor Plug, Dual Outlet, IP64 Weather Resistance, Works with Apple HomeKit, Amazon Alexa, Google Home, SmartThings, 15A/1800W Max, ETL Certified, 2.4G Wi-Fi Only, EP40M", "asin": "B0CVMXZMDM", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Indoor Smart Plug, WiFi Outlet Socket, Voice Control Outlet, Matter Compatible, Compatible with Alexa and Google Home (3 Pack)", "asin": "B0DPR25574", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Matter Smart Plug Mini, Easy Setup, 100% Privacy, Compact Size, Support Apple Home, Alexa, Google Home with Schedule and Timer, App and Voice Control, Power Protection, 2.4G Wi-Fi Only (2 Pack)", "asin": "B0BRQ5ZGKZ", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"}]
<|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": "2025-04-21T17:31:23.911Z", // 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