<|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|>
<|memory_end|>

<|action_start|>
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "Apple AirTag", "asin": "B0CWXNS552", "price": "$24.95", "quantity": "1"}],
"promotion_items": [{"title": "MOLOSLEEVE Airtag Holder Air Tag Case with Keychain, Anti-Scratch Airtags Key Chain for Apple Air Tags, Airtag Accessories for GPS Item Finder Tracker, Black", "asin": "", "price": "$2.99", "quantity": ""},
{"title": "Wowwat Waterproof Airtag Holder with Apple Airtags Keychain, Hard PC Air Tag Case, Anti-Scratch and Shock Air tag Holder, Airtags Accessories for Apple Tag Holder, Cover for Dog,Car Key,Luggage-Black", "asin": "", "price": "$2.99", "quantity": ""},
{"title": "Airtag Cat Collar Breakaway, Reflective Kitten Collar with Apple Air Tag Holder and Bell for Girl Boy Cats, 0.4 Inches in Width and Lightweight(Black)", "asin": "", "price": "$7.97", "quantity": ""},
{"title": "SANKALA Airtag Dog Collar Holder, [1 Pack] Waterproof Dog Airtag Holder, Silicone Full Body Covered Anti-Lost Protective Apple Air Tag Holder for Pet Collar - Fits All Width Collars, Black", "asin": "", "price": "$5.08", "quantity": ""},
{"title": "Elevation Lab AirTag Adhesive Mount - TagVault\u2122 - The Original Waterproof AirTag Stick-On Holder | 3M VHB, Indestructible, Screw-On Design, Find Your Bike, Car, & More", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "AirTag Holder AirTag Case Keychain Air Tag Holder,Silicone AirTags Key Chain Ring Cases Cover Tags for Apple GPS Tracker Item Tag Finders AirTag Accessories Air Tags-4 Pack for Apple Holder", "asin": "", "price": "$5.03", "quantity": ""},
{"title": "Waterproof Airtag Holder for Dog Collar, Soft Full-Body Protective Airtag Holder for Dog & Cat Collars, Ultra-Durable, Easy Installation, Lightweight Clear Airtag Case (Black, Regular)", "asin": "", "price": "$7.95", "quantity": ""},
{"title": "YOKRWO 1 Pack for Airtag Holder, for Air Tag Case Waterproof for Apple Airtag Case with Keychain, PC Hard Shell Swivel Buckle, for Airtags Accessories Suitable for Tracking, Bags, Luggage, Keys-Black", "asin": "", "price": "$1.99", "quantity": ""},
{"title": "LOVYONES Airtag Keychain Holder Case for Apple Airtag, 2 Pack of IPX8 Waterproof, Fully Shockproof, Anti Scratch Airtag Holder Case for Key, Kid, Bag, Luggage, Pets Collar", "asin": "", "price": "$5.99", "quantity": ""},
{"title": "COLORCORAL Holder Case for AirTags Ultra Light Silicone Sleeve for AirTags Durable Anti-Scratch Protective Skin Cover with Anti-Losing Keychain Ring Accessory Compatible with Apple AirTags (Pink)", "asin": "", "price": "$5.29", "quantity": ""},
{"title": "GOCII for Airtag Wallet Holder 2 Pack,Ultra Thin Card Case for Apple Airtag,Airtag Card Holder for Purse, Handbag, Backpack Wallet, Clutch Bag", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "GOCII for Airtag Dog Collar Holder 2 Pack,Waterproof Dog Collar Holder for Apple AirTag, Silicone Air Tags Case for Dog Collars(Black)", "asin": "", "price": "", "quantity": ""},
{"title": "ONEONTA Airtag Dog Collar Holder | Airtag Dog Waterproof - Airtag Holder for Dog Collar with Removable Metal Loop, Sturdy TPU, Lightweight, Compact Size, Fits 1\" Width Collar", "asin": "", "price": "", "quantity": ""},
{"title": "SUPFINE Waterproof Airtag Holder,2 Pack Air tag Keychain,Hard PC+TPU Full Body Protective Case with Loop Key Ring for Apple Tags,IPX8 Cover for Wallet,Luggage,Cat,Dog,Pets,for Item Finder(Black)", "asin": "", "price": "", "quantity": ""},
{"title": "Elevation Lab AirTag Adhesive Security Mount - TagVault\u2122 - The Secure & Low-Profile AirTag Adhesive Holder | 3M VHB, Waterproof, Security Tool, Patented, Find Your Bike, Car, Skis", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "SimpleThings Airtag Cat Collar Holder, Pet Silicone Protective Case for Airtag, 2Pack Waterproof Case Cover for Apple Airtag Cat Dog Pet Collar Within 3/8 inch, Black&Black", "asin": "", "price": "$5.38", "quantity": ""},
{"title": "Tagginnc AirTag Magnetic Case \u2013 Ultra Strong Magnet & Discreet Hexagonal Nut Design with Non-Slip Base, Waterproof & Shatterproof, Compatible with Apple AirTag for Car, Truck, Trailer & Camping Gear", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "Reflective AirTag Cat Collar, Integrated Cat Tracker Collar with Air Tag Holder and Bell, Safety Elastic Band Cat GPS Collars for Girl Boy Cats, Kittens and Puppies (Green, XS)", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "The Ridge Airtag Case - Airtag Holder Wallet - Airtag Attachment (w Cash Strap - Style 2)", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Waterproof Air Tag Bracelet for Kids(2 Pack), Soft Silicone Air Tag Hidden Wristband, Lightweight GPS Tracker Compatible with Apple AirTag Watch Band for Child (Grey Blue & Pink)", "asin": "", "price": "$9.98", "quantity": ""},
{"title": "Airtag Dog Collar Holder, [1 Pack] Waterproof Protective Case for Apple AirTag, Durable & Lightweight with Full-Body Protection, Soft Silicone, Black", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Elevation Lab TagVault AirTag Dog Collar Mount (Single) - IP69 Waterproof, Doesn't Dangle, Fits All Width Collars, Elevation Lab Glow in The Dark", "asin": "", "price": "$16.99", "quantity": ""},
{"title": "Airtag Keychain Holder with Wire Cable, Secure Lock Airtag Holder,360\u00b0Protective Air Tag Case Holder for Key Chain\uff0cKey Ring,Car Keys\uff0cLuggage Compatible Apple Air tag", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "KEEPXYZ Genuine Leather Airtag Holder Suitable for Apple Airtag Keychain Leather, Small Air Tag Holder with Key Rings, Protective Airtag Case Cover Accessories - Brown V1.0", "asin": "", "price": "$11.66", "quantity": ""},
{"title": "Apple Airtag Holder for Kids, 2 Pack Airtag Kids Hidden Holder with Safety Pins, GPS Tracker Case for Children, Elderly, Hidden Inside Clothes, Shoe, Backpack (Black+Blue)", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "Waterproof AirTag Bracelet for Kids [2 Pack], Cute Cartoon Airtag Holder for Kids with Full Coverage Hidden Design, Silicone Airtag Wristband for Child, Healthy Material Pink + Yellow", "asin": "", "price": "", "quantity": ""},
{"title": "for Airtag Dog Collar Holder, DLENP Air Tag Protective Cat Airtag Dog Collar,Silicone AirTags GPS Tracking Accessories,Air Tags with Bone Pattern (1 Pack(Black))", "asin": "", "price": "", "quantity": ""},
{"title": "SERMAN BRANDS Money Clip Wallet - Mens Wallets slim Front Pocket RFID Blocking Card Holder Minimalist Mini Bifold", "asin": "", "price": "", "quantity": ""},
{"title": "PFU HHKB Professional Hybrid Type-S White PD-KB800WS", "asin": "", "price": "$298.00", "quantity": ""},
{"title": "PFU Carrying Case for Happy Hacking Keyboard PD-KB01SD [Japan Import]", "asin": "", "price": "$59.00", "quantity": ""},
{"title": "Keychron K2 75% Layout Bluetooth Wireless Mechanical Gaming Keyboard with Gateron G Pro Brown Switch/White LED Backlit/USB C/Anti Ghosting/N-Key Rollover, 84 Keys, for Mac Windows-Version 2", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "LOFREE Flow84 Low Profile Mechanical Keyboard, 75 Percent Rechargeable Wireless Keyboards with Bluetooth and Wired Connection for Windows, Mac OS/Black Phantom Tactile Switches", "asin": "", "price": "$169.99", "quantity": ""},
{"title": "nuphy Halo75 V2 Mechancial Gaming Kyeboard,75% Wireless Hot Swappable Bluetooth Keyboard,83 Kyes RGB Backlit Keyboard,Support Bluetooth/2.4GHz/USB-C (White, Raspberry (46gf))", "asin": "", "price": "$144.95", "quantity": ""},
{"title": "LOFREE Flow84 Low Profile Mechanical Keyboard, 75 Percent Rechargeable Wireless Keyboards with Bluetooth and Wired Connection for Windows, Mac OS/White Ghost Linear Switches", "asin": "", "price": "$169.99", "quantity": ""},
{"title": "Logitech MX Mechanical Mini for Mac Wireless Illuminated Keyboard, Low-Profile Performance Switches, Tactile Quiet Keys, Backlit, Bluetooth, USB-C, Apple, iPad - Pale Grey", "asin": "", "price": "$119.99", "quantity": ""},
{"title": "Logitech MX Mechanical Mini Wireless Illuminated Keyboard, Tactile Quiet Switches, Backlit, Bluetooth, USB-C, macOS, Windows, Linux, iOS, Android, Metal", "asin": "", "price": "$139.99", "quantity": ""},
{"title": "Aluminum Keyboard Bridge for Mechanical Keyboards + Laptops : Laptop Keyboard Cover For External Keyboards: Made for Apple MacBook Pro - Digital Nomad : Travel Accessory - Keyboard Riser - Meteor Gray", "asin": "", "price": "$31.99", "quantity": ""},
{"title": "PFU Key Top Set PD-KB400KTB Sumi Black for HHKB English keyboard layout", "asin": "", "price": "$71.00", "quantity": ""},
{"title": "MageGee Keyboard Wooden Wrist Rest, Black Walnut Solid Wood Non-Slip Ergonomic Palm Rest for Compact 60% Keyboard, Durable and Easy to Clean", "asin": "", "price": "$16.99", "quantity": ""},
{"title": "nuphy Air60 V2 Portable Wireless Keyboard 60% Low Profile Mechanical Keyboard Support QMK/VIA Compatible with Windows/mac OS/Linux Supports Bluetooth 5.1/2.4GHz/USB-C White-Gateron Wisteria Switch", "asin": "", "quantity": ""},
{"title": "nuphy Air96 V2 Wireless Low Profile Mechanical Keyboard,100 Keys Gaming Keyboard,Supports Bluetooth 5.1,2.4G and Wired Connection,for PC/Laptop/Windows/Mac -White Gateron Cowberry Switch", "asin": "", "price": "", "quantity": ""},
{"title": "nuphy Air60 HE Magnetic Switch Gaming Keyboard,61 Keys Wired Keyboard, 60% Compact,Actuation Point Adjustable, 8K Hz Polling Rate,Hall Effect Switches keyboared Low-Profile Magnetic Jade Switch", "asin": "", "price": "", "quantity": ""},
{"title": "4 Pack,IPX8 Waterproof Airtag Holder for Apple Air Tags with Air Tag Keychain,Shockproof GPS Cover [Anti-Scratch] [PC+Silicone] Air-Tag Item Finders Case for Pets,Kids,Luggages-Black/Blue/Green/Red", "asin": "", "price": "$8.99", "quantity": ""},
{"title": "4 Pack Airtag Holder, Airtag case Waterproof Apple Air Tag Case with Keychain, Shockproof & Dustproof Airtag Holders for Pet Tracking, Bags, Kids, Keys, Luggage\uff084 Colors\uff09", "asin": "", "price": "$6.97", "quantity": ""},
{"title": "[Ultra Thin] for Airtag Wallet Holder 2 Pack, Airtag Holder, 0.1 inch Thickness, Airtag Wallet Case Slim Thin Card Case for Purse, Handbag, Backpack Wallet, Clutch (Black)", "asin": "", "price": "$7.91", "quantity": ""},
{"title": "SPGUARD Airtag Holder for Apple AirTag Secure Holder With Wire Cable, 4 Pack Air Tag Lock Case Keychain Key Ring Key Chain Luggage tag For Keys, Luggage & More Men Women's Keyrings & Keychains", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Elevation Lab AirTag Fabric Mount (4 Pack) - TagVault\u2122 - The First AirTag Fabric Mount | Secure & Discreet | for Luggage, Purses, Backpacks, & Jackets", "asin": "", "price": "$34.99", "quantity": ""},
{"title": "UNBREAKcable AirTag Holder for Apple - 4 Pack Air Tag Case [Fit Tightly Design] [Easy to Install] [Hold Air Tag Securely] Waterproof TPU Shell Protective Cover with All Metal Keychain Key Ring Clip", "asin": "", "price": "$21.99", "quantity": ""},
{"title": "Air Tags-4 Pack Tracker Tag Work with Apple Find My (iOS 14.6 Above Only) Smart Tag Item Finders for Key, Luggage, Backpack\uff0cetc. (Black, 4 Pack)", "asin": "", "price": "$29.99", "quantity": ""},
{"title": "Air Tags, Smart Tag Works with Find My App (iOS Only), Keys Finder and Item Locator for Luggage, Backpack, Suitcases and More, Replaceable Battery, IP67 Waterproof Tracking Tags-5 Pack", "asin": "", "price": "$35.99", "quantity": ""},
{"title": "Apple AirTag Tracking Device, 4-Pack (Renewed)", "asin": "", "price": "$88.99", "quantity": ""},
{"title": "Air Tags Tracker 2-Pack, Item Finders Work for Apple Find My APP(iOS Only) Tracker Tags for Keys, Luggage, Backpack etc,Replaceable Battery Last 1 Year, IP67 Waterproof Smart Tag with Holder Keychain", "asin": "", "price": "$15.99", "quantity": ""},
{"title": "[Apple MFi Certified] Air-Tag (iOS Only) Bluetooth Tracker with Apple Find My, iPhone Smart Card Wallet Finder GPS Tracker, 5-10 Years Battery, Keys Finder and Item Locator for Keys, Bags, Passport", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "ATUVOS Air Tags-4 Pack, Bluetooth Luggage Tracker Works with Apple Find My APP (iOS Only, Not for Android), Keys Finder and Item Locator for Luggage, Backpack, Suitcases, Replaceable Battery (Black)", "asin": "", "price": "$34.99", "quantity": ""},
{"title": "4 Pack Airtag Holder,Airtag Case Waterproof for Apple Airtags 4 Pack with Airtag Keychain,Compatible with Apple Air Tag,Dust and Scratch Proof Air tag Holder for Dog,Cat, Bags, Keys, Luggage- 4 Color", "asin": "", "price": "$5.84", "quantity": ""},
{"title": "4 Pack Airtag Holder Air Tag Case with Keychain, Waterproof Shockproof & Dustproof Airtags Key Chain for Apple Air Tags, Airtag Accessories for Item Finders Case for Pets,Kids,Luggages,Key", "asin": "", "price": "$6.71", "quantity": ""}]
<|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": "2025-04-28T17:34:02.466Z", // 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|>
<|memory_end|>

<|action_start|>
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "Apple AirTag", "asin": "B0CWXNS552", "price": "$24.95", "quantity": "1"}],
"promotion_items": [{"title": "MOLOSLEEVE Airtag Holder Air Tag Case with Keychain, Anti-Scratch Airtags Key Chain for Apple Air Tags, Airtag Accessories for GPS Item Finder Tracker, Black", "asin": "", "price": "$2.99", "quantity": ""},
{"title": "Wowwat Waterproof Airtag Holder with Apple Airtags Keychain, Hard PC Air Tag Case, Anti-Scratch and Shock Air tag Holder, Airtags Accessories for Apple Tag Holder, Cover for Dog,Car Key,Luggage-Black", "asin": "", "price": "$2.99", "quantity": ""},
{"title": "Airtag Cat Collar Breakaway, Reflective Kitten Collar with Apple Air Tag Holder and Bell for Girl Boy Cats, 0.4 Inches in Width and Lightweight(Black)", "asin": "", "price": "$7.97", "quantity": ""},
{"title": "SANKALA Airtag Dog Collar Holder, [1 Pack] Waterproof Dog Airtag Holder, Silicone Full Body Covered Anti-Lost Protective Apple Air Tag Holder for Pet Collar - Fits All Width Collars, Black", "asin": "", "price": "$5.08", "quantity": ""},
{"title": "Elevation Lab AirTag Adhesive Mount - TagVault\u2122 - The Original Waterproof AirTag Stick-On Holder | 3M VHB, Indestructible, Screw-On Design, Find Your Bike, Car, & More", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "AirTag Holder AirTag Case Keychain Air Tag Holder,Silicone AirTags Key Chain Ring Cases Cover Tags for Apple GPS Tracker Item Tag Finders AirTag Accessories Air Tags-4 Pack for Apple Holder", "asin": "", "price": "$5.03", "quantity": ""},
{"title": "Waterproof Airtag Holder for Dog Collar, Soft Full-Body Protective Airtag Holder for Dog & Cat Collars, Ultra-Durable, Easy Installation, Lightweight Clear Airtag Case (Black, Regular)", "asin": "", "price": "$7.95", "quantity": ""},
{"title": "YOKRWO 1 Pack for Airtag Holder, for Air Tag Case Waterproof for Apple Airtag Case with Keychain, PC Hard Shell Swivel Buckle, for Airtags Accessories Suitable for Tracking, Bags, Luggage, Keys-Black", "asin": "", "price": "$1.99", "quantity": ""},
{"title": "LOVYONES Airtag Keychain Holder Case for Apple Airtag, 2 Pack of IPX8 Waterproof, Fully Shockproof, Anti Scratch Airtag Holder Case for Key, Kid, Bag, Luggage, Pets Collar", "asin": "", "price": "$5.99", "quantity": ""},
{"title": "COLORCORAL Holder Case for AirTags Ultra Light Silicone Sleeve for AirTags Durable Anti-Scratch Protective Skin Cover with Anti-Losing Keychain Ring Accessory Compatible with Apple AirTags (Pink)", "asin": "", "price": "$5.29", "quantity": ""},
{"title": "GOCII for Airtag Wallet Holder 2 Pack,Ultra Thin Card Case for Apple Airtag,Airtag Card Holder for Purse, Handbag, Backpack Wallet, Clutch Bag", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "GOCII for Airtag Dog Collar Holder 2 Pack,Waterproof Dog Collar Holder for Apple AirTag, Silicone Air Tags Case for Dog Collars(Black)", "asin": "", "price": "", "quantity": ""},
{"title": "ONEONTA Airtag Dog Collar Holder | Airtag Dog Waterproof - Airtag Holder for Dog Collar with Removable Metal Loop, Sturdy TPU, Lightweight, Compact Size, Fits 1\" Width Collar", "asin": "", "price": "", "quantity": ""},
{"title": "SUPFINE Waterproof Airtag Holder,2 Pack Air tag Keychain,Hard PC+TPU Full Body Protective Case with Loop Key Ring for Apple Tags,IPX8 Cover for Wallet,Luggage,Cat,Dog,Pets,for Item Finder(Black)", "asin": "", "price": "", "quantity": ""},
{"title": "Elevation Lab AirTag Adhesive Security Mount - TagVault\u2122 - The Secure & Low-Profile AirTag Adhesive Holder | 3M VHB, Waterproof, Security Tool, Patented, Find Your Bike, Car, Skis", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "SimpleThings Airtag Cat Collar Holder, Pet Silicone Protective Case for Airtag, 2Pack Waterproof Case Cover for Apple Airtag Cat Dog Pet Collar Within 3/8 inch, Black&Black", "asin": "", "price": "$5.38", "quantity": ""},
{"title": "Tagginnc AirTag Magnetic Case \u2013 Ultra Strong Magnet & Discreet Hexagonal Nut Design with Non-Slip Base, Waterproof & Shatterproof, Compatible with Apple AirTag for Car, Truck, Trailer & Camping Gear", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "Reflective AirTag Cat Collar, Integrated Cat Tracker Collar with Air Tag Holder and Bell, Safety Elastic Band Cat GPS Collars for Girl Boy Cats, Kittens and Puppies (Green, XS)", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "The Ridge Airtag Case - Airtag Holder Wallet - Airtag Attachment (w Cash Strap - Style 2)", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Waterproof Air Tag Bracelet for Kids(2 Pack), Soft Silicone Air Tag Hidden Wristband, Lightweight GPS Tracker Compatible with Apple AirTag Watch Band for Child (Grey Blue & Pink)", "asin": "", "price": "$9.98", "quantity": ""},
{"title": "Airtag Dog Collar Holder, [1 Pack] Waterproof Protective Case for Apple AirTag, Durable & Lightweight with Full-Body Protection, Soft Silicone, Black", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Elevation Lab TagVault AirTag Dog Collar Mount (Single) - IP69 Waterproof, Doesn't Dangle, Fits All Width Collars, Elevation Lab Glow in The Dark", "asin": "", "price": "$16.99", "quantity": ""},
{"title": "Airtag Keychain Holder with Wire Cable, Secure Lock Airtag Holder,360\u00b0Protective Air Tag Case Holder for Key Chain\uff0cKey Ring,Car Keys\uff0cLuggage Compatible Apple Air tag", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "KEEPXYZ Genuine Leather Airtag Holder Suitable for Apple Airtag Keychain Leather, Small Air Tag Holder with Key Rings, Protective Airtag Case Cover Accessories - Brown V1.0", "asin": "", "price": "$11.66", "quantity": ""},
{"title": "Apple Airtag Holder for Kids, 2 Pack Airtag Kids Hidden Holder with Safety Pins, GPS Tracker Case for Children, Elderly, Hidden Inside Clothes, Shoe, Backpack (Black+Blue)", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "Waterproof AirTag Bracelet for Kids [2 Pack], Cute Cartoon Airtag Holder for Kids with Full Coverage Hidden Design, Silicone Airtag Wristband for Child, Healthy Material Pink + Yellow", "asin": "", "price": "", "quantity": ""},
{"title": "for Airtag Dog Collar Holder, DLENP Air Tag Protective Cat Airtag Dog Collar,Silicone AirTags GPS Tracking Accessories,Air Tags with Bone Pattern (1 Pack(Black))", "asin": "", "price": "", "quantity": ""},
{"title": "SERMAN BRANDS Money Clip Wallet - Mens Wallets slim Front Pocket RFID Blocking Card Holder Minimalist Mini Bifold", "asin": "", "price": "", "quantity": ""},
{"title": "PFU HHKB Professional Hybrid Type-S White PD-KB800WS", "asin": "", "price": "$298.00", "quantity": ""},
{"title": "PFU Carrying Case for Happy Hacking Keyboard PD-KB01SD [Japan Import]", "asin": "", "price": "$59.00", "quantity": ""},
{"title": "Keychron K2 75% Layout Bluetooth Wireless Mechanical Gaming Keyboard with Gateron G Pro Brown Switch/White LED Backlit/USB C/Anti Ghosting/N-Key Rollover, 84 Keys, for Mac Windows-Version 2", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "LOFREE Flow84 Low Profile Mechanical Keyboard, 75 Percent Rechargeable Wireless Keyboards with Bluetooth and Wired Connection for Windows, Mac OS/Black Phantom Tactile Switches", "asin": "", "price": "$169.99", "quantity": ""},
{"title": "nuphy Halo75 V2 Mechancial Gaming Kyeboard,75% Wireless Hot Swappable Bluetooth Keyboard,83 Kyes RGB Backlit Keyboard,Support Bluetooth/2.4GHz/USB-C (White, Raspberry (46gf))", "asin": "", "price": "$144.95", "quantity": ""},
{"title": "LOFREE Flow84 Low Profile Mechanical Keyboard, 75 Percent Rechargeable Wireless Keyboards with Bluetooth and Wired Connection for Windows, Mac OS/White Ghost Linear Switches", "asin": "", "price": "$169.99", "quantity": ""},
{"title": "Logitech MX Mechanical Mini for Mac Wireless Illuminated Keyboard, Low-Profile Performance Switches, Tactile Quiet Keys, Backlit, Bluetooth, USB-C, Apple, iPad - Pale Grey", "asin": "", "price": "$119.99", "quantity": ""},
{"title": "Logitech MX Mechanical Mini Wireless Illuminated Keyboard, Tactile Quiet Switches, Backlit, Bluetooth, USB-C, macOS, Windows, Linux, iOS, Android, Metal", "asin": "", "price": "$139.99", "quantity": ""},
{"title": "Aluminum Keyboard Bridge for Mechanical Keyboards + Laptops : Laptop Keyboard Cover For External Keyboards: Made for Apple MacBook Pro - Digital Nomad : Travel Accessory - Keyboard Riser - Meteor Gray", "asin": "", "price": "$31.99", "quantity": ""},
{"title": "PFU Key Top Set PD-KB400KTB Sumi Black for HHKB English keyboard layout", "asin": "", "price": "$71.00", "quantity": ""},
{"title": "MageGee Keyboard Wooden Wrist Rest, Black Walnut Solid Wood Non-Slip Ergonomic Palm Rest for Compact 60% Keyboard, Durable and Easy to Clean", "asin": "", "price": "$16.99", "quantity": ""},
{"title": "nuphy Air60 V2 Portable Wireless Keyboard 60% Low Profile Mechanical Keyboard Support QMK/VIA Compatible with Windows/mac OS/Linux Supports Bluetooth 5.1/2.4GHz/USB-C White-Gateron Wisteria Switch", "asin": "", "quantity": ""},
{"title": "nuphy Air96 V2 Wireless Low Profile Mechanical Keyboard,100 Keys Gaming Keyboard,Supports Bluetooth 5.1,2.4G and Wired Connection,for PC/Laptop/Windows/Mac -White Gateron Cowberry Switch", "asin": "", "price": "", "quantity": ""},
{"title": "nuphy Air60 HE Magnetic Switch Gaming Keyboard,61 Keys Wired Keyboard, 60% Compact,Actuation Point Adjustable, 8K Hz Polling Rate,Hall Effect Switches keyboared Low-Profile Magnetic Jade Switch", "asin": "", "price": "", "quantity": ""},
{"title": "4 Pack,IPX8 Waterproof Airtag Holder for Apple Air Tags with Air Tag Keychain,Shockproof GPS Cover [Anti-Scratch] [PC+Silicone] Air-Tag Item Finders Case for Pets,Kids,Luggages-Black/Blue/Green/Red", "asin": "", "price": "$8.99", "quantity": ""},
{"title": "4 Pack Airtag Holder, Airtag case Waterproof Apple Air Tag Case with Keychain, Shockproof & Dustproof Airtag Holders for Pet Tracking, Bags, Kids, Keys, Luggage\uff084 Colors\uff09", "asin": "", "price": "$6.97", "quantity": ""},
{"title": "[Ultra Thin] for Airtag Wallet Holder 2 Pack, Airtag Holder, 0.1 inch Thickness, Airtag Wallet Case Slim Thin Card Case for Purse, Handbag, Backpack Wallet, Clutch (Black)", "asin": "", "price": "$7.91", "quantity": ""},
{"title": "SPGUARD Airtag Holder for Apple AirTag Secure Holder With Wire Cable, 4 Pack Air Tag Lock Case Keychain Key Ring Key Chain Luggage tag For Keys, Luggage & More Men Women's Keyrings & Keychains", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Elevation Lab AirTag Fabric Mount (4 Pack) - TagVault\u2122 - The First AirTag Fabric Mount | Secure & Discreet | for Luggage, Purses, Backpacks, & Jackets", "asin": "", "price": "$34.99", "quantity": ""},
{"title": "UNBREAKcable AirTag Holder for Apple - 4 Pack Air Tag Case [Fit Tightly Design] [Easy to Install] [Hold Air Tag Securely] Waterproof TPU Shell Protective Cover with All Metal Keychain Key Ring Clip", "asin": "", "price": "$21.99", "quantity": ""},
{"title": "Air Tags-4 Pack Tracker Tag Work with Apple Find My (iOS 14.6 Above Only) Smart Tag Item Finders for Key, Luggage, Backpack\uff0cetc. (Black, 4 Pack)", "asin": "", "price": "$29.99", "quantity": ""},
{"title": "Air Tags, Smart Tag Works with Find My App (iOS Only), Keys Finder and Item Locator for Luggage, Backpack, Suitcases and More, Replaceable Battery, IP67 Waterproof Tracking Tags-5 Pack", "asin": "", "price": "$35.99", "quantity": ""},
{"title": "Apple AirTag Tracking Device, 4-Pack (Renewed)", "asin": "", "price": "$88.99", "quantity": ""},
{"title": "Air Tags Tracker 2-Pack, Item Finders Work for Apple Find My APP(iOS Only) Tracker Tags for Keys, Luggage, Backpack etc,Replaceable Battery Last 1 Year, IP67 Waterproof Smart Tag with Holder Keychain", "asin": "", "price": "$15.99", "quantity": ""},
{"title": "[Apple MFi Certified] Air-Tag (iOS Only) Bluetooth Tracker with Apple Find My, iPhone Smart Card Wallet Finder GPS Tracker, 5-10 Years Battery, Keys Finder and Item Locator for Keys, Bags, Passport", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "ATUVOS Air Tags-4 Pack, Bluetooth Luggage Tracker Works with Apple Find My APP (iOS Only, Not for Android), Keys Finder and Item Locator for Luggage, Backpack, Suitcases, Replaceable Battery (Black)", "asin": "", "price": "$34.99", "quantity": ""},
{"title": "4 Pack Airtag Holder,Airtag Case Waterproof for Apple Airtags 4 Pack with Airtag Keychain,Compatible with Apple Air Tag,Dust and Scratch Proof Air tag Holder for Dog,Cat, Bags, Keys, Luggage- 4 Color", "asin": "", "price": "$5.84", "quantity": ""},
{"title": "4 Pack Airtag Holder Air Tag Case with Keychain, Waterproof Shockproof & Dustproof Airtags Key Chain for Apple Air Tags, Airtag Accessories for Item Finders Case for Pets,Kids,Luggages,Key", "asin": "", "price": "$6.71", "quantity": ""}]
<|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": "2025-04-28T17:34:02.466Z", // 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>

<|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|>
<|memory_end|>

<|action_start|>
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"cart_items": [{"title": "Apple AirTag", "asin": "B0CWXNS552", "price": "$24.95", "quantity": "1"}],
"promotion_items": [{"title": "MOLOSLEEVE Airtag Holder Air Tag Case with Keychain, Anti-Scratch Airtags Key Chain for Apple Air Tags, Airtag Accessories for GPS Item Finder Tracker, Black", "asin": "", "price": "$2.99", "quantity": ""},
{"title": "Wowwat Waterproof Airtag Holder with Apple Airtags Keychain, Hard PC Air Tag Case, Anti-Scratch and Shock Air tag Holder, Airtags Accessories for Apple Tag Holder, Cover for Dog,Car Key,Luggage-Black", "asin": "", "price": "$2.99", "quantity": ""},
{"title": "Airtag Cat Collar Breakaway, Reflective Kitten Collar with Apple Air Tag Holder and Bell for Girl Boy Cats, 0.4 Inches in Width and Lightweight(Black)", "asin": "", "price": "$7.97", "quantity": ""},
{"title": "SANKALA Airtag Dog Collar Holder, [1 Pack] Waterproof Dog Airtag Holder, Silicone Full Body Covered Anti-Lost Protective Apple Air Tag Holder for Pet Collar - Fits All Width Collars, Black", "asin": "", "price": "$5.08", "quantity": ""},
{"title": "Elevation Lab AirTag Adhesive Mount - TagVault\u2122 - The Original Waterproof AirTag Stick-On Holder | 3M VHB, Indestructible, Screw-On Design, Find Your Bike, Car, & More", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "AirTag Holder AirTag Case Keychain Air Tag Holder,Silicone AirTags Key Chain Ring Cases Cover Tags for Apple GPS Tracker Item Tag Finders AirTag Accessories Air Tags-4 Pack for Apple Holder", "asin": "", "price": "$5.03", "quantity": ""},
{"title": "Waterproof Airtag Holder for Dog Collar, Soft Full-Body Protective Airtag Holder for Dog & Cat Collars, Ultra-Durable, Easy Installation, Lightweight Clear Airtag Case (Black, Regular)", "asin": "", "price": "$7.95", "quantity": ""},
{"title": "YOKRWO 1 Pack for Airtag Holder, for Air Tag Case Waterproof for Apple Airtag Case with Keychain, PC Hard Shell Swivel Buckle, for Airtags Accessories Suitable for Tracking, Bags, Luggage, Keys-Black", "asin": "", "price": "$1.99", "quantity": ""},
{"title": "LOVYONES Airtag Keychain Holder Case for Apple Airtag, 2 Pack of IPX8 Waterproof, Fully Shockproof, Anti Scratch Airtag Holder Case for Key, Kid, Bag, Luggage, Pets Collar", "asin": "", "price": "$5.99", "quantity": ""},
{"title": "COLORCORAL Holder Case for AirTags Ultra Light Silicone Sleeve for AirTags Durable Anti-Scratch Protective Skin Cover with Anti-Losing Keychain Ring Accessory Compatible with Apple AirTags (Pink)", "asin": "", "price": "$5.29", "quantity": ""},
{"title": "GOCII for Airtag Wallet Holder 2 Pack,Ultra Thin Card Case for Apple Airtag,Airtag Card Holder for Purse, Handbag, Backpack Wallet, Clutch Bag", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "GOCII for Airtag Dog Collar Holder 2 Pack,Waterproof Dog Collar Holder for Apple AirTag, Silicone Air Tags Case for Dog Collars(Black)", "asin": "", "price": "", "quantity": ""},
{"title": "ONEONTA Airtag Dog Collar Holder | Airtag Dog Waterproof - Airtag Holder for Dog Collar with Removable Metal Loop, Sturdy TPU, Lightweight, Compact Size, Fits 1\" Width Collar", "asin": "", "price": "", "quantity": ""},
{"title": "SUPFINE Waterproof Airtag Holder,2 Pack Air tag Keychain,Hard PC+TPU Full Body Protective Case with Loop Key Ring for Apple Tags,IPX8 Cover for Wallet,Luggage,Cat,Dog,Pets,for Item Finder(Black)", "asin": "", "price": "", "quantity": ""},
{"title": "Elevation Lab AirTag Adhesive Security Mount - TagVault\u2122 - The Secure & Low-Profile AirTag Adhesive Holder | 3M VHB, Waterproof, Security Tool, Patented, Find Your Bike, Car, Skis", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "SimpleThings Airtag Cat Collar Holder, Pet Silicone Protective Case for Airtag, 2Pack Waterproof Case Cover for Apple Airtag Cat Dog Pet Collar Within 3/8 inch, Black&Black", "asin": "", "price": "$5.38", "quantity": ""},
{"title": "Tagginnc AirTag Magnetic Case \u2013 Ultra Strong Magnet & Discreet Hexagonal Nut Design with Non-Slip Base, Waterproof & Shatterproof, Compatible with Apple AirTag for Car, Truck, Trailer & Camping Gear", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "Reflective AirTag Cat Collar, Integrated Cat Tracker Collar with Air Tag Holder and Bell, Safety Elastic Band Cat GPS Collars for Girl Boy Cats, Kittens and Puppies (Green, XS)", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "The Ridge Airtag Case - Airtag Holder Wallet - Airtag Attachment (w Cash Strap - Style 2)", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Waterproof Air Tag Bracelet for Kids(2 Pack), Soft Silicone Air Tag Hidden Wristband, Lightweight GPS Tracker Compatible with Apple AirTag Watch Band for Child (Grey Blue & Pink)", "asin": "", "price": "$9.98", "quantity": ""},
{"title": "Airtag Dog Collar Holder, [1 Pack] Waterproof Protective Case for Apple AirTag, Durable & Lightweight with Full-Body Protection, Soft Silicone, Black", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Elevation Lab TagVault AirTag Dog Collar Mount (Single) - IP69 Waterproof, Doesn't Dangle, Fits All Width Collars, Elevation Lab Glow in The Dark", "asin": "", "price": "$16.99", "quantity": ""},
{"title": "Airtag Keychain Holder with Wire Cable, Secure Lock Airtag Holder,360\u00b0Protective Air Tag Case Holder for Key Chain\uff0cKey Ring,Car Keys\uff0cLuggage Compatible Apple Air tag", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "KEEPXYZ Genuine Leather Airtag Holder Suitable for Apple Airtag Keychain Leather, Small Air Tag Holder with Key Rings, Protective Airtag Case Cover Accessories - Brown V1.0", "asin": "", "price": "$11.66", "quantity": ""},
{"title": "Apple Airtag Holder for Kids, 2 Pack Airtag Kids Hidden Holder with Safety Pins, GPS Tracker Case for Children, Elderly, Hidden Inside Clothes, Shoe, Backpack (Black+Blue)", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "Waterproof AirTag Bracelet for Kids [2 Pack], Cute Cartoon Airtag Holder for Kids with Full Coverage Hidden Design, Silicone Airtag Wristband for Child, Healthy Material Pink + Yellow", "asin": "", "price": "", "quantity": ""},
{"title": "for Airtag Dog Collar Holder, DLENP Air Tag Protective Cat Airtag Dog Collar,Silicone AirTags GPS Tracking Accessories,Air Tags with Bone Pattern (1 Pack(Black))", "asin": "", "price": "", "quantity": ""},
{"title": "SERMAN BRANDS Money Clip Wallet - Mens Wallets slim Front Pocket RFID Blocking Card Holder Minimalist Mini Bifold", "asin": "", "price": "", "quantity": ""},
{"title": "PFU HHKB Professional Hybrid Type-S White PD-KB800WS", "asin": "", "price": "$298.00", "quantity": ""},
{"title": "PFU Carrying Case for Happy Hacking Keyboard PD-KB01SD [Japan Import]", "asin": "", "price": "$59.00", "quantity": ""},
{"title": "Keychron K2 75% Layout Bluetooth Wireless Mechanical Gaming Keyboard with Gateron G Pro Brown Switch/White LED Backlit/USB C/Anti Ghosting/N-Key Rollover, 84 Keys, for Mac Windows-Version 2", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "LOFREE Flow84 Low Profile Mechanical Keyboard, 75 Percent Rechargeable Wireless Keyboards with Bluetooth and Wired Connection for Windows, Mac OS/Black Phantom Tactile Switches", "asin": "", "price": "$169.99", "quantity": ""},
{"title": "nuphy Halo75 V2 Mechancial Gaming Kyeboard,75% Wireless Hot Swappable Bluetooth Keyboard,83 Kyes RGB Backlit Keyboard,Support Bluetooth/2.4GHz/USB-C (White, Raspberry (46gf))", "asin": "", "price": "$144.95", "quantity": ""},
{"title": "LOFREE Flow84 Low Profile Mechanical Keyboard, 75 Percent Rechargeable Wireless Keyboards with Bluetooth and Wired Connection for Windows, Mac OS/White Ghost Linear Switches", "asin": "", "price": "$169.99", "quantity": ""},
{"title": "Logitech MX Mechanical Mini for Mac Wireless Illuminated Keyboard, Low-Profile Performance Switches, Tactile Quiet Keys, Backlit, Bluetooth, USB-C, Apple, iPad - Pale Grey", "asin": "", "price": "$119.99", "quantity": ""},
{"title": "Logitech MX Mechanical Mini Wireless Illuminated Keyboard, Tactile Quiet Switches, Backlit, Bluetooth, USB-C, macOS, Windows, Linux, iOS, Android, Metal", "asin": "", "price": "$139.99", "quantity": ""},
{"title": "Aluminum Keyboard Bridge for Mechanical Keyboards + Laptops : Laptop Keyboard Cover For External Keyboards: Made for Apple MacBook Pro - Digital Nomad : Travel Accessory - Keyboard Riser - Meteor Gray", "asin": "", "price": "$31.99", "quantity": ""},
{"title": "PFU Key Top Set PD-KB400KTB Sumi Black for HHKB English keyboard layout", "asin": "", "price": "$71.00", "quantity": ""},
{"title": "MageGee Keyboard Wooden Wrist Rest, Black Walnut Solid Wood Non-Slip Ergonomic Palm Rest for Compact 60% Keyboard, Durable and Easy to Clean", "asin": "", "price": "$16.99", "quantity": ""},
{"title": "nuphy Air60 V2 Portable Wireless Keyboard 60% Low Profile Mechanical Keyboard Support QMK/VIA Compatible with Windows/mac OS/Linux Supports Bluetooth 5.1/2.4GHz/USB-C White-Gateron Wisteria Switch", "asin": "", "quantity": ""},
{"title": "nuphy Air96 V2 Wireless Low Profile Mechanical Keyboard,100 Keys Gaming Keyboard,Supports Bluetooth 5.1,2.4G and Wired Connection,for PC/Laptop/Windows/Mac -White Gateron Cowberry Switch", "asin": "", "price": "", "quantity": ""},
{"title": "nuphy Air60 HE Magnetic Switch Gaming Keyboard,61 Keys Wired Keyboard, 60% Compact,Actuation Point Adjustable, 8K Hz Polling Rate,Hall Effect Switches keyboared Low-Profile Magnetic Jade Switch", "asin": "", "price": "", "quantity": ""},
{"title": "4 Pack,IPX8 Waterproof Airtag Holder for Apple Air Tags with Air Tag Keychain,Shockproof GPS Cover [Anti-Scratch] [PC+Silicone] Air-Tag Item Finders Case for Pets,Kids,Luggages-Black/Blue/Green/Red", "asin": "", "price": "$8.99", "quantity": ""},
{"title": "4 Pack Airtag Holder, Airtag case Waterproof Apple Air Tag Case with Keychain, Shockproof & Dustproof Airtag Holders for Pet Tracking, Bags, Kids, Keys, Luggage\uff084 Colors\uff09", "asin": "", "price": "$6.97", "quantity": ""},
{"title": "[Ultra Thin] for Airtag Wallet Holder 2 Pack, Airtag Holder, 0.1 inch Thickness, Airtag Wallet Case Slim Thin Card Case for Purse, Handbag, Backpack Wallet, Clutch (Black)", "asin": "", "price": "$7.91", "quantity": ""},
{"title": "SPGUARD Airtag Holder for Apple AirTag Secure Holder With Wire Cable, 4 Pack Air Tag Lock Case Keychain Key Ring Key Chain Luggage tag For Keys, Luggage & More Men Women's Keyrings & Keychains", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Elevation Lab AirTag Fabric Mount (4 Pack) - TagVault\u2122 - The First AirTag Fabric Mount | Secure & Discreet | for Luggage, Purses, Backpacks, & Jackets", "asin": "", "price": "$34.99", "quantity": ""},
{"title": "UNBREAKcable AirTag Holder for Apple - 4 Pack Air Tag Case [Fit Tightly Design] [Easy to Install] [Hold Air Tag Securely] Waterproof TPU Shell Protective Cover with All Metal Keychain Key Ring Clip", "asin": "", "price": "$21.99", "quantity": ""},
{"title": "Air Tags-4 Pack Tracker Tag Work with Apple Find My (iOS 14.6 Above Only) Smart Tag Item Finders for Key, Luggage, Backpack\uff0cetc. (Black, 4 Pack)", "asin": "", "price": "$29.99", "quantity": ""},
{"title": "Air Tags, Smart Tag Works with Find My App (iOS Only), Keys Finder and Item Locator for Luggage, Backpack, Suitcases and More, Replaceable Battery, IP67 Waterproof Tracking Tags-5 Pack", "asin": "", "price": "$35.99", "quantity": ""},
{"title": "Apple AirTag Tracking Device, 4-Pack (Renewed)", "asin": "", "price": "$88.99", "quantity": ""},
{"title": "Air Tags Tracker 2-Pack, Item Finders Work for Apple Find My APP(iOS Only) Tracker Tags for Keys, Luggage, Backpack etc,Replaceable Battery Last 1 Year, IP67 Waterproof Smart Tag with Holder Keychain", "asin": "", "price": "$15.99", "quantity": ""},
{"title": "[Apple MFi Certified] Air-Tag (iOS Only) Bluetooth Tracker with Apple Find My, iPhone Smart Card Wallet Finder GPS Tracker, 5-10 Years Battery, Keys Finder and Item Locator for Keys, Bags, Passport", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "ATUVOS Air Tags-4 Pack, Bluetooth Luggage Tracker Works with Apple Find My APP (iOS Only, Not for Android), Keys Finder and Item Locator for Luggage, Backpack, Suitcases, Replaceable Battery (Black)", "asin": "", "price": "$34.99", "quantity": ""},
{"title": "4 Pack Airtag Holder,Airtag Case Waterproof for Apple Airtags 4 Pack with Airtag Keychain,Compatible with Apple Air Tag,Dust and Scratch Proof Air tag Holder for Dog,Cat, Bags, Keys, Luggage- 4 Color", "asin": "", "price": "$5.84", "quantity": ""},
{"title": "4 Pack Airtag Holder Air Tag Case with Keychain, Waterproof Shockproof & Dustproof Airtags Key Chain for Apple Air Tags, Airtag Accessories for Item Finders Case for Pets,Kids,Luggages,Key", "asin": "", "price": "$6.71", "quantity": ""}]
<|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": "2025-04-28T17:34:02.466Z", // 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>
