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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
{"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
{"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
{"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
{"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
{"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
{"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
{"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
{"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
{"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
{"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
{"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
{"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
{"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
{"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
{"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
{"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:57.824Z", "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": ""
}
  ],
  "promotion_items": [
    {"title": "Amazon Fire TV Stick 4K (newest model) with AI-powered Fire TV Search, Wi-Fi 6, stream over 1.5 million movies and shows, free & live TV", "asin": "B0CJM1GNFQ", "price": "$29.99", "quantity": ""},
    {"title": "Scotch Heavy Duty Shipping and Moving Packing Tape, Clear, Packing and Moving Supplies, 1.88 in. x 22.2 yd., 6 Tape Rolls with Dispensers", "asin": "B000J07BRQ", "price": "$13.88", "quantity": ""},
    {"title": "Duracell 2032 Lithium Battery. 4 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Lithium 3V Cell. 2032 Battery, Lithium Coin Battery", "asin": "B009108SGS", "price": "$5.69", "quantity": ""},
    {"title": "Beckham Hotel Collection Bed Pillows Standard/Queen Size Set of 2 - Original Down Alternative Pillow for Sleeping - Bedding for Back, Stomach or Side Sleepers", "asin": "/promo/A3SGQGIOOUTS0N", "price": "$59.99", "quantity": ""},
    {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$18.99", "quantity": ""},
    {"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": "B0CGDDXY11", "price": "$2.99", "quantity": ""},
    {"title": "Scotch Heavy Duty Shipping Packing Tape, Clear, Shipping and Packaging Supplies, 1.88 in. x 54.6 yd., 6 Tape Rolls", "asin": "B000087KUA", "price": "$19.95", "quantity": ""},
    {"title": "Duck Brand Small Bubble Cushioning Wrap for Moving & Shipping - 175 FT Bubble Packing Wrap for Extra Protection Packaging Boxes & Mailers - Clear Bubble Roll Moving Supplies, Perforated Every 12 IN", "asin": "B083LGC771", "price": "$26.99", "quantity": ""},
    {"title": "LOFE Buckwheat Pillow - Adjustable Bolster Pillow(17x6) to Provide Firm Support, Neck Roll Pillow for Side and Back Sleepers, Cylinder Pillows with Organic Pillowcase(Tartary Buckwheat Hulls)", "asin": "/promo/A1SS8XX3RLI6NV", "price": "$36.99", "quantity": ""},
    {"title": "Lofe Organic Cotton Pillow Case - One Pack 16\"x 22\" Kids Pillow Cover - 300 TC Thread Count - Soft, Safe and Hypoallergenic - Off White", "asin": "B087CVWFW5", "price": "$9.90", "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": "fc838505", "price": "$5.08", "quantity": ""},
    {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage 12x9x4", "asin": "B09BDKBVHV", "price": "$18.99", "quantity": ""},
    {"title": "Toddler Travel Small Pillowcase 12x16 Inch White Solid Zipper Closer Pillow case Set of 2 PC Travel Pillow Cover 500 Thread Count 100% Egyptian Cotton Decorative Travel Pillow Cover", "asin": "/promo/A39IVH3283ADS7", "price": "$12.99", "quantity": ""},
    {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$46.58", "quantity": ""}
  ],
  "active_items": [
    {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "delivery": "One-Day FREE delivery Tomorrow, May 1 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "11x16"}, {"Color": "Off White(pure)"}]},
    {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "delivery": "One-Day FREE delivery Tomorrow, May 1 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Color": "White"}]}
  ],
  "saved_items": [
    {"title": "Yi Feng Mixed Congee, Mixed Porridge \u516b\u5bf6\u7ca5, 10.5oz 1 Pack", "asin": "B08WX5XJVJ", "options": []},
    {"title": "Apple USB-C to Lightning Cable (1 m) \u200b\u200b\u200b\u200b\u200b\u200b\u200b", "asin": "B0CX22JSR3", "price": "$15.99", "options": [{"Size": "1m"}]},
    {"title": "FUTASSI Clothing Rack with Cover, P1C Rolling Closet Rack with Wheels, Metal Garment Rack for Hanging Clothes, Clothing Storage Wardrobe with Cover, 36.2\"W x 16.5\"D x 80.5\"H, Black, Load 450 Pounds", "asin": "B0D4PRVW5P", "options": [{"Color": "Black Rack With Black Cover"}]},
    {"asin": "B0D4PRVW5P", "options": []},
    {"title": "PLKO 50Inch Portable Clothes Closet,8 Clothes Storage Organizer Shelves,Portable Closet Wardrobe with 2 Hanging Rods,Extra Sturdy Wardrobe Closet for Bedroom,Black", "asin": "B0D9LJPT6Z", "options": [{"Color": "Black"}]},
    {"title": "SONGMICS Closet Wardrobe, Portable Closet for Bedroom, Clothes Rail with Non-Woven Fabric Cover, Clothes Storage Organizer, 55.1 x 16.9 x 68.5 Inches, Gray URYG02GY", "asin": "B07MV3F73B", "options": [{"Color": "Grey"}]},
    {"asin": "B07MV3F73B", "options": []},
    {"title": "Auban 100PCS Disposable Shower Caps, Plastic Clear Hair Cap Large Thick Waterproof Bath Caps for Women, Hotel Travel Essentials Accessories Deep Conditioning Hair Care Cleaning Supplies(20.5\")", "asin": "B07W81X5HZ", "options": [{"Pattern Name": "100 pcs/20.5\" (Pack of 1)"}]},
    {"title": "Apple Pencil (1st Generation): Pixel-Perfect Precision and Industry-Leading Low Latency, Perfect for Note-Taking, Drawing, and Signing documents.", "asin": "B0BJLG69QR", "options": [{"Style": "USB-C Adapter"}]},
    {"title": "Pencil for Apple iPad 9th&10th Generation, Palm Rejection&Tilt Sensitivity with Apple Pencil 1st Generation, iPad Pencil for iPad 6/7/8/9/10, iPad Pro 12.9\"/11\"/13\" M4, Air 5/4/3/11\"-13\" M2, Mini 6/5", "asin": "B0DNFRCJM6", "options": [{"Color": "White"}]},
    {"asin": "B0DNFRCJM6", "options": []},
    {"title": "Amazon Fire 7 Kids tablet (newest model) ages 3-7. Top-selling 7\" kids tablet on Amazon. Includes ad-free and exclusive content, easy parental controls, 10-hr battery, 16 GB, Purple", "asin": "B0BL8WSCH3", "options": [{"Digital Storage Capacity": "16 GB"}, {"Color": "Purple"}, {"Offer Type": "1-year Amazon Kids+"}]},
    {"title": "Apple Lightning to USB Cable (1 m) \u200b\u200b\u200b\u200b\u200b\u200b\u200b", "asin": "B0CX22K9TP", "price": "$16.49", "options": [{"Size": "1m"}]}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-30T07:39:06.680Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
{"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
{"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
{"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
{"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
{"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
{"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
{"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
{"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
{"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
{"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
{"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
{"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
{"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
{"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
{"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
{"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:57.824Z", "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": ""
}
  ],
  "promotion_items": [
    {"title": "Amazon Fire TV Stick 4K (newest model) with AI-powered Fire TV Search, Wi-Fi 6, stream over 1.5 million movies and shows, free & live TV", "asin": "B0CJM1GNFQ", "price": "$29.99", "quantity": ""},
    {"title": "Scotch Heavy Duty Shipping and Moving Packing Tape, Clear, Packing and Moving Supplies, 1.88 in. x 22.2 yd., 6 Tape Rolls with Dispensers", "asin": "B000J07BRQ", "price": "$13.88", "quantity": ""},
    {"title": "Duracell 2032 Lithium Battery. 4 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Lithium 3V Cell. 2032 Battery, Lithium Coin Battery", "asin": "B009108SGS", "price": "$5.69", "quantity": ""},
    {"title": "Beckham Hotel Collection Bed Pillows Standard/Queen Size Set of 2 - Original Down Alternative Pillow for Sleeping - Bedding for Back, Stomach or Side Sleepers", "asin": "/promo/A3SGQGIOOUTS0N", "price": "$59.99", "quantity": ""},
    {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$18.99", "quantity": ""},
    {"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": "B0CGDDXY11", "price": "$2.99", "quantity": ""},
    {"title": "Scotch Heavy Duty Shipping Packing Tape, Clear, Shipping and Packaging Supplies, 1.88 in. x 54.6 yd., 6 Tape Rolls", "asin": "B000087KUA", "price": "$19.95", "quantity": ""},
    {"title": "Duck Brand Small Bubble Cushioning Wrap for Moving & Shipping - 175 FT Bubble Packing Wrap for Extra Protection Packaging Boxes & Mailers - Clear Bubble Roll Moving Supplies, Perforated Every 12 IN", "asin": "B083LGC771", "price": "$26.99", "quantity": ""},
    {"title": "LOFE Buckwheat Pillow - Adjustable Bolster Pillow(17x6) to Provide Firm Support, Neck Roll Pillow for Side and Back Sleepers, Cylinder Pillows with Organic Pillowcase(Tartary Buckwheat Hulls)", "asin": "/promo/A1SS8XX3RLI6NV", "price": "$36.99", "quantity": ""},
    {"title": "Lofe Organic Cotton Pillow Case - One Pack 16\"x 22\" Kids Pillow Cover - 300 TC Thread Count - Soft, Safe and Hypoallergenic - Off White", "asin": "B087CVWFW5", "price": "$9.90", "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": "fc838505", "price": "$5.08", "quantity": ""},
    {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage 12x9x4", "asin": "B09BDKBVHV", "price": "$18.99", "quantity": ""},
    {"title": "Toddler Travel Small Pillowcase 12x16 Inch White Solid Zipper Closer Pillow case Set of 2 PC Travel Pillow Cover 500 Thread Count 100% Egyptian Cotton Decorative Travel Pillow Cover", "asin": "/promo/A39IVH3283ADS7", "price": "$12.99", "quantity": ""},
    {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$46.58", "quantity": ""}
  ],
  "active_items": [
    {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "delivery": "One-Day FREE delivery Tomorrow, May 1 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "11x16"}, {"Color": "Off White(pure)"}]},
    {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "delivery": "One-Day FREE delivery Tomorrow, May 1 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Color": "White"}]}
  ],
  "saved_items": [
    {"title": "Yi Feng Mixed Congee, Mixed Porridge \u516b\u5bf6\u7ca5, 10.5oz 1 Pack", "asin": "B08WX5XJVJ", "options": []},
    {"title": "Apple USB-C to Lightning Cable (1 m) \u200b\u200b\u200b\u200b\u200b\u200b\u200b", "asin": "B0CX22JSR3", "price": "$15.99", "options": [{"Size": "1m"}]},
    {"title": "FUTASSI Clothing Rack with Cover, P1C Rolling Closet Rack with Wheels, Metal Garment Rack for Hanging Clothes, Clothing Storage Wardrobe with Cover, 36.2\"W x 16.5\"D x 80.5\"H, Black, Load 450 Pounds", "asin": "B0D4PRVW5P", "options": [{"Color": "Black Rack With Black Cover"}]},
    {"asin": "B0D4PRVW5P", "options": []},
    {"title": "PLKO 50Inch Portable Clothes Closet,8 Clothes Storage Organizer Shelves,Portable Closet Wardrobe with 2 Hanging Rods,Extra Sturdy Wardrobe Closet for Bedroom,Black", "asin": "B0D9LJPT6Z", "options": [{"Color": "Black"}]},
    {"title": "SONGMICS Closet Wardrobe, Portable Closet for Bedroom, Clothes Rail with Non-Woven Fabric Cover, Clothes Storage Organizer, 55.1 x 16.9 x 68.5 Inches, Gray URYG02GY", "asin": "B07MV3F73B", "options": [{"Color": "Grey"}]},
    {"asin": "B07MV3F73B", "options": []},
    {"title": "Auban 100PCS Disposable Shower Caps, Plastic Clear Hair Cap Large Thick Waterproof Bath Caps for Women, Hotel Travel Essentials Accessories Deep Conditioning Hair Care Cleaning Supplies(20.5\")", "asin": "B07W81X5HZ", "options": [{"Pattern Name": "100 pcs/20.5\" (Pack of 1)"}]},
    {"title": "Apple Pencil (1st Generation): Pixel-Perfect Precision and Industry-Leading Low Latency, Perfect for Note-Taking, Drawing, and Signing documents.", "asin": "B0BJLG69QR", "options": [{"Style": "USB-C Adapter"}]},
    {"title": "Pencil for Apple iPad 9th&10th Generation, Palm Rejection&Tilt Sensitivity with Apple Pencil 1st Generation, iPad Pencil for iPad 6/7/8/9/10, iPad Pro 12.9\"/11\"/13\" M4, Air 5/4/3/11\"-13\" M2, Mini 6/5", "asin": "B0DNFRCJM6", "options": [{"Color": "White"}]},
    {"asin": "B0DNFRCJM6", "options": []},
    {"title": "Amazon Fire 7 Kids tablet (newest model) ages 3-7. Top-selling 7\" kids tablet on Amazon. Includes ad-free and exclusive content, easy parental controls, 10-hr battery, 16 GB, Purple", "asin": "B0BL8WSCH3", "options": [{"Digital Storage Capacity": "16 GB"}, {"Color": "Purple"}, {"Offer Type": "1-year Amazon Kids+"}]},
    {"title": "Apple Lightning to USB Cable (1 m) \u200b\u200b\u200b\u200b\u200b\u200b\u200b", "asin": "B0CX22K9TP", "price": "$16.49", "options": [{"Size": "1m"}]}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-30T07:39:06.680Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
{"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
{"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
{"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
{"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
{"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
{"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
{"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
{"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
{"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
{"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
{"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
{"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
{"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
{"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
{"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
{"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:57.824Z", "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": ""
}
  ],
  "promotion_items": [
    {"title": "Amazon Fire TV Stick 4K (newest model) with AI-powered Fire TV Search, Wi-Fi 6, stream over 1.5 million movies and shows, free & live TV", "asin": "B0CJM1GNFQ", "price": "$29.99", "quantity": ""},
    {"title": "Scotch Heavy Duty Shipping and Moving Packing Tape, Clear, Packing and Moving Supplies, 1.88 in. x 22.2 yd., 6 Tape Rolls with Dispensers", "asin": "B000J07BRQ", "price": "$13.88", "quantity": ""},
    {"title": "Duracell 2032 Lithium Battery. 4 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Lithium 3V Cell. 2032 Battery, Lithium Coin Battery", "asin": "B009108SGS", "price": "$5.69", "quantity": ""},
    {"title": "Beckham Hotel Collection Bed Pillows Standard/Queen Size Set of 2 - Original Down Alternative Pillow for Sleeping - Bedding for Back, Stomach or Side Sleepers", "asin": "/promo/A3SGQGIOOUTS0N", "price": "$59.99", "quantity": ""},
    {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$18.99", "quantity": ""},
    {"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": "B0CGDDXY11", "price": "$2.99", "quantity": ""},
    {"title": "Scotch Heavy Duty Shipping Packing Tape, Clear, Shipping and Packaging Supplies, 1.88 in. x 54.6 yd., 6 Tape Rolls", "asin": "B000087KUA", "price": "$19.95", "quantity": ""},
    {"title": "Duck Brand Small Bubble Cushioning Wrap for Moving & Shipping - 175 FT Bubble Packing Wrap for Extra Protection Packaging Boxes & Mailers - Clear Bubble Roll Moving Supplies, Perforated Every 12 IN", "asin": "B083LGC771", "price": "$26.99", "quantity": ""},
    {"title": "LOFE Buckwheat Pillow - Adjustable Bolster Pillow(17x6) to Provide Firm Support, Neck Roll Pillow for Side and Back Sleepers, Cylinder Pillows with Organic Pillowcase(Tartary Buckwheat Hulls)", "asin": "/promo/A1SS8XX3RLI6NV", "price": "$36.99", "quantity": ""},
    {"title": "Lofe Organic Cotton Pillow Case - One Pack 16\"x 22\" Kids Pillow Cover - 300 TC Thread Count - Soft, Safe and Hypoallergenic - Off White", "asin": "B087CVWFW5", "price": "$9.90", "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": "fc838505", "price": "$5.08", "quantity": ""},
    {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage 12x9x4", "asin": "B09BDKBVHV", "price": "$18.99", "quantity": ""},
    {"title": "Toddler Travel Small Pillowcase 12x16 Inch White Solid Zipper Closer Pillow case Set of 2 PC Travel Pillow Cover 500 Thread Count 100% Egyptian Cotton Decorative Travel Pillow Cover", "asin": "/promo/A39IVH3283ADS7", "price": "$12.99", "quantity": ""},
    {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$46.58", "quantity": ""}
  ],
  "active_items": [
    {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "delivery": "One-Day FREE delivery Tomorrow, May 1 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "11x16"}, {"Color": "Off White(pure)"}]},
    {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "delivery": "One-Day FREE delivery Tomorrow, May 1 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Color": "White"}]}
  ],
  "saved_items": [
    {"title": "Yi Feng Mixed Congee, Mixed Porridge \u516b\u5bf6\u7ca5, 10.5oz 1 Pack", "asin": "B08WX5XJVJ", "options": []},
    {"title": "Apple USB-C to Lightning Cable (1 m) \u200b\u200b\u200b\u200b\u200b\u200b\u200b", "asin": "B0CX22JSR3", "price": "$15.99", "options": [{"Size": "1m"}]},
    {"title": "FUTASSI Clothing Rack with Cover, P1C Rolling Closet Rack with Wheels, Metal Garment Rack for Hanging Clothes, Clothing Storage Wardrobe with Cover, 36.2\"W x 16.5\"D x 80.5\"H, Black, Load 450 Pounds", "asin": "B0D4PRVW5P", "options": [{"Color": "Black Rack With Black Cover"}]},
    {"asin": "B0D4PRVW5P", "options": []},
    {"title": "PLKO 50Inch Portable Clothes Closet,8 Clothes Storage Organizer Shelves,Portable Closet Wardrobe with 2 Hanging Rods,Extra Sturdy Wardrobe Closet for Bedroom,Black", "asin": "B0D9LJPT6Z", "options": [{"Color": "Black"}]},
    {"title": "SONGMICS Closet Wardrobe, Portable Closet for Bedroom, Clothes Rail with Non-Woven Fabric Cover, Clothes Storage Organizer, 55.1 x 16.9 x 68.5 Inches, Gray URYG02GY", "asin": "B07MV3F73B", "options": [{"Color": "Grey"}]},
    {"asin": "B07MV3F73B", "options": []},
    {"title": "Auban 100PCS Disposable Shower Caps, Plastic Clear Hair Cap Large Thick Waterproof Bath Caps for Women, Hotel Travel Essentials Accessories Deep Conditioning Hair Care Cleaning Supplies(20.5\")", "asin": "B07W81X5HZ", "options": [{"Pattern Name": "100 pcs/20.5\" (Pack of 1)"}]},
    {"title": "Apple Pencil (1st Generation): Pixel-Perfect Precision and Industry-Leading Low Latency, Perfect for Note-Taking, Drawing, and Signing documents.", "asin": "B0BJLG69QR", "options": [{"Style": "USB-C Adapter"}]},
    {"title": "Pencil for Apple iPad 9th&10th Generation, Palm Rejection&Tilt Sensitivity with Apple Pencil 1st Generation, iPad Pencil for iPad 6/7/8/9/10, iPad Pro 12.9\"/11\"/13\" M4, Air 5/4/3/11\"-13\" M2, Mini 6/5", "asin": "B0DNFRCJM6", "options": [{"Color": "White"}]},
    {"asin": "B0DNFRCJM6", "options": []},
    {"title": "Amazon Fire 7 Kids tablet (newest model) ages 3-7. Top-selling 7\" kids tablet on Amazon. Includes ad-free and exclusive content, easy parental controls, 10-hr battery, 16 GB, Purple", "asin": "B0BL8WSCH3", "options": [{"Digital Storage Capacity": "16 GB"}, {"Color": "Purple"}, {"Offer Type": "1-year Amazon Kids+"}]},
    {"title": "Apple Lightning to USB Cable (1 m) \u200b\u200b\u200b\u200b\u200b\u200b\u200b", "asin": "B0CX22K9TP", "price": "$16.49", "options": [{"Size": "1m"}]}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-30T07:39:06.680Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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