<|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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "shipping box 16 14 4"
}
  ],
  "cart_items": [
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": "1"},
    {"title": "E1 Packaging 16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "quantity": "1"},
    {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
    {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
    {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
    {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}
  ],
  "promotion_items": [
    {"title": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
    {"title": "EmmChill SF12A-IP EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside) with 2 Ice Packs", "asin": "B0F22S18H9", "price": "$53.99", "quantity": ""},
    {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
    {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
    {"title": "The Boxery 8x8x22'' Corrugated Shipping Boxes 100 Boxes", "asin": "B075GZ5FKD", "price": "$105.00", "quantity": ""},
    {"title": "Instapak Quick RT #10 Cushioning Foam Packing and Shipping Solution (15\" x 18\") 2 PACK", "asin": "B0C4ZSYZNC", "price": "$15.99", "quantity": ""},
    {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, 6PCS 20\"x24\" Expanding Foam for shipping Instant Pack Quick Expanding Foam Packaging Bags, Packing, Mailing and Shipping Solutions", "asin": "B0CWX4XYL3", "price": "$33.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, Pack of 8 Handy Foam Room Temperature Expanding Foam Packaging Bags, Instant Pack Quick Expanding Packaging Filler - Packing and Shipping Solution", "asin": "/promo/AL4V6WWRN7LMX", "price": "$23.96", "quantity": ""},
    {"title": "10 Pack of 14\"x16\" Handy expanding foam packaging Bags, expanding packing foam for pc,moving supplies etc,. - Packing and Shipping Solutio (10#, Count, 10)", "asin": "B0D1GKBM74", "price": "$26.99", "quantity": ""},
    {"title": "8 Pcs 14\u201dx16\u201d Expanding Foam Packaging for PC & Irregular-Shaped Items - Shockproof Expandable Packing Foam, Protective Computer Shipping Material for Electronics & Fragile Devices", "asin": "/promo/A1H1IFT8QJIUGQ", "price": "$24.59", "quantity": ""}
  ],
  "search_results": [
    {"title": "10 Pack Inflatable Laptop Protective Bags with Manual Pump. Fit for 14-16 Inch Notebooks, 360-Degree Drop Protection. Alternative to Laptop Shipping Box Ideal for Global Shipping and Travel", "asin": "B07ZY1DBTV", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "AVIDITI Shipping Boxes Multi-Depth 12\"L x 10\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT3EWEM", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "Tape Logic 18 x 16 x 4\" Flat Corrugated Boxes,18\"L x 16\"W x 2\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M22LON0", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Generic 14x14x4 Size Shipping and Packing Box - (5 Pack), Kraft", "asin": "B0CZ9TF2QB", "price": "$21.19", "delivery": "$3.76 delivery Wed, May 7 Or fastest delivery Wed, Apr 30"},
    {"title": "13x11x3 inches pack of 20 shipping boxes, Brown Corrugated Cardboard Mailer Box for small Business packaging supplies, packing and Wrapping Mailing Present", "asin": "B0DN5TKF4S", "price": "$31.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "BOX USA 14 x 6 x 4 Corrugated Cardboard Boxes, Long 14\"L x 6\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D27453A", "price": "$27.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x12\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DFNR46HW", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "The Boxery 14\"x14\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2ZKVF", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "AVIDITI 16 x 4 x 4 Corrugated Cardboard Boxes, Long 16\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00KFK3KZ2", "price": "$30.74", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Shipping Boxes 13x11x3 Inches, 20 Pack Corrugated Cardboard Mailing Boxes for Small Business, Kraft Literature Mailer Medium Brown Box Packaging Supplies", "asin": "B0DPFPXHVD", "price": "$31.79", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "AVIDITI 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B007Y9CWKQ", "price": "$32.69", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Secure Seal - 16x6x4 Pack of 25 Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes", "asin": "B094PVYXF2", "price": "$26.76", "delivery": "FREE delivery Apr 30 - May 2"},
    {"title": "PARTNERS BRAND 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUDQ8", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "20\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-20x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3VD5B8", "price": "$30.79", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "AVIDITI Shipping Boxes Flat 8\"L x 8\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT5GH3Y", "price": "$31.70", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "16\" x 16\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x16x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K11MCSS", "price": "$29.88", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "BOXES FAST 14 x 8 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BW3SHH", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "HORLIMER 12x8x4 Shipping Boxes Set of 20, White Corrugated Cardboard Mailer Box for Packing Small Business", "asin": "B0CYCD9DBY", "price": "$27.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T04:03:26.542Z", // 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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "shipping box 16 14 4"
}
  ],
  "cart_items": [
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": "1"},
    {"title": "E1 Packaging 16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "quantity": "1"},
    {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
    {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
    {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
    {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}
  ],
  "promotion_items": [
    {"title": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
    {"title": "EmmChill SF12A-IP EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside) with 2 Ice Packs", "asin": "B0F22S18H9", "price": "$53.99", "quantity": ""},
    {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
    {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
    {"title": "The Boxery 8x8x22'' Corrugated Shipping Boxes 100 Boxes", "asin": "B075GZ5FKD", "price": "$105.00", "quantity": ""},
    {"title": "Instapak Quick RT #10 Cushioning Foam Packing and Shipping Solution (15\" x 18\") 2 PACK", "asin": "B0C4ZSYZNC", "price": "$15.99", "quantity": ""},
    {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, 6PCS 20\"x24\" Expanding Foam for shipping Instant Pack Quick Expanding Foam Packaging Bags, Packing, Mailing and Shipping Solutions", "asin": "B0CWX4XYL3", "price": "$33.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, Pack of 8 Handy Foam Room Temperature Expanding Foam Packaging Bags, Instant Pack Quick Expanding Packaging Filler - Packing and Shipping Solution", "asin": "/promo/AL4V6WWRN7LMX", "price": "$23.96", "quantity": ""},
    {"title": "10 Pack of 14\"x16\" Handy expanding foam packaging Bags, expanding packing foam for pc,moving supplies etc,. - Packing and Shipping Solutio (10#, Count, 10)", "asin": "B0D1GKBM74", "price": "$26.99", "quantity": ""},
    {"title": "8 Pcs 14\u201dx16\u201d Expanding Foam Packaging for PC & Irregular-Shaped Items - Shockproof Expandable Packing Foam, Protective Computer Shipping Material for Electronics & Fragile Devices", "asin": "/promo/A1H1IFT8QJIUGQ", "price": "$24.59", "quantity": ""}
  ],
  "search_results": [
    {"title": "10 Pack Inflatable Laptop Protective Bags with Manual Pump. Fit for 14-16 Inch Notebooks, 360-Degree Drop Protection. Alternative to Laptop Shipping Box Ideal for Global Shipping and Travel", "asin": "B07ZY1DBTV", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "AVIDITI Shipping Boxes Multi-Depth 12\"L x 10\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT3EWEM", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "Tape Logic 18 x 16 x 4\" Flat Corrugated Boxes,18\"L x 16\"W x 2\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M22LON0", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Generic 14x14x4 Size Shipping and Packing Box - (5 Pack), Kraft", "asin": "B0CZ9TF2QB", "price": "$21.19", "delivery": "$3.76 delivery Wed, May 7 Or fastest delivery Wed, Apr 30"},
    {"title": "13x11x3 inches pack of 20 shipping boxes, Brown Corrugated Cardboard Mailer Box for small Business packaging supplies, packing and Wrapping Mailing Present", "asin": "B0DN5TKF4S", "price": "$31.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "BOX USA 14 x 6 x 4 Corrugated Cardboard Boxes, Long 14\"L x 6\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D27453A", "price": "$27.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x12\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DFNR46HW", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "The Boxery 14\"x14\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2ZKVF", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "AVIDITI 16 x 4 x 4 Corrugated Cardboard Boxes, Long 16\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00KFK3KZ2", "price": "$30.74", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Shipping Boxes 13x11x3 Inches, 20 Pack Corrugated Cardboard Mailing Boxes for Small Business, Kraft Literature Mailer Medium Brown Box Packaging Supplies", "asin": "B0DPFPXHVD", "price": "$31.79", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "AVIDITI 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B007Y9CWKQ", "price": "$32.69", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Secure Seal - 16x6x4 Pack of 25 Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes", "asin": "B094PVYXF2", "price": "$26.76", "delivery": "FREE delivery Apr 30 - May 2"},
    {"title": "PARTNERS BRAND 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUDQ8", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "20\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-20x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3VD5B8", "price": "$30.79", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "AVIDITI Shipping Boxes Flat 8\"L x 8\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT5GH3Y", "price": "$31.70", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "16\" x 16\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x16x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K11MCSS", "price": "$29.88", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "BOXES FAST 14 x 8 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BW3SHH", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "HORLIMER 12x8x4 Shipping Boxes Set of 20, White Corrugated Cardboard Mailer Box for Packing Small Business", "asin": "B0CYCD9DBY", "price": "$27.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T04:03:26.542Z", // 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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "shipping box 16 14 4"
}
  ],
  "cart_items": [
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": "1"},
    {"title": "E1 Packaging 16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "quantity": "1"},
    {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
    {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
    {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
    {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}
  ],
  "promotion_items": [
    {"title": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
    {"title": "EmmChill SF12A-IP EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside) with 2 Ice Packs", "asin": "B0F22S18H9", "price": "$53.99", "quantity": ""},
    {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
    {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
    {"title": "The Boxery 8x8x22'' Corrugated Shipping Boxes 100 Boxes", "asin": "B075GZ5FKD", "price": "$105.00", "quantity": ""},
    {"title": "Instapak Quick RT #10 Cushioning Foam Packing and Shipping Solution (15\" x 18\") 2 PACK", "asin": "B0C4ZSYZNC", "price": "$15.99", "quantity": ""},
    {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, 6PCS 20\"x24\" Expanding Foam for shipping Instant Pack Quick Expanding Foam Packaging Bags, Packing, Mailing and Shipping Solutions", "asin": "B0CWX4XYL3", "price": "$33.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, Pack of 8 Handy Foam Room Temperature Expanding Foam Packaging Bags, Instant Pack Quick Expanding Packaging Filler - Packing and Shipping Solution", "asin": "/promo/AL4V6WWRN7LMX", "price": "$23.96", "quantity": ""},
    {"title": "10 Pack of 14\"x16\" Handy expanding foam packaging Bags, expanding packing foam for pc,moving supplies etc,. - Packing and Shipping Solutio (10#, Count, 10)", "asin": "B0D1GKBM74", "price": "$26.99", "quantity": ""},
    {"title": "8 Pcs 14\u201dx16\u201d Expanding Foam Packaging for PC & Irregular-Shaped Items - Shockproof Expandable Packing Foam, Protective Computer Shipping Material for Electronics & Fragile Devices", "asin": "/promo/A1H1IFT8QJIUGQ", "price": "$24.59", "quantity": ""}
  ],
  "search_results": [
    {"title": "10 Pack Inflatable Laptop Protective Bags with Manual Pump. Fit for 14-16 Inch Notebooks, 360-Degree Drop Protection. Alternative to Laptop Shipping Box Ideal for Global Shipping and Travel", "asin": "B07ZY1DBTV", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "AVIDITI Shipping Boxes Multi-Depth 12\"L x 10\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT3EWEM", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "Tape Logic 18 x 16 x 4\" Flat Corrugated Boxes,18\"L x 16\"W x 2\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M22LON0", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Generic 14x14x4 Size Shipping and Packing Box - (5 Pack), Kraft", "asin": "B0CZ9TF2QB", "price": "$21.19", "delivery": "$3.76 delivery Wed, May 7 Or fastest delivery Wed, Apr 30"},
    {"title": "13x11x3 inches pack of 20 shipping boxes, Brown Corrugated Cardboard Mailer Box for small Business packaging supplies, packing and Wrapping Mailing Present", "asin": "B0DN5TKF4S", "price": "$31.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "BOX USA 14 x 6 x 4 Corrugated Cardboard Boxes, Long 14\"L x 6\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D27453A", "price": "$27.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x12\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DFNR46HW", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "The Boxery 14\"x14\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2ZKVF", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "AVIDITI 16 x 4 x 4 Corrugated Cardboard Boxes, Long 16\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00KFK3KZ2", "price": "$30.74", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Shipping Boxes 13x11x3 Inches, 20 Pack Corrugated Cardboard Mailing Boxes for Small Business, Kraft Literature Mailer Medium Brown Box Packaging Supplies", "asin": "B0DPFPXHVD", "price": "$31.79", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "AVIDITI 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B007Y9CWKQ", "price": "$32.69", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Secure Seal - 16x6x4 Pack of 25 Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes", "asin": "B094PVYXF2", "price": "$26.76", "delivery": "FREE delivery Apr 30 - May 2"},
    {"title": "PARTNERS BRAND 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUDQ8", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "20\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-20x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3VD5B8", "price": "$30.79", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "AVIDITI Shipping Boxes Flat 8\"L x 8\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT5GH3Y", "price": "$31.70", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "16\" x 16\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x16x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K11MCSS", "price": "$29.88", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "BOXES FAST 14 x 8 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BW3SHH", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "HORLIMER 12x8x4 Shipping Boxes Set of 20, White Corrugated Cardboard Mailer Box for Packing Small Business", "asin": "B0CYCD9DBY", "price": "$27.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T04:03:26.542Z", // 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>
