<|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"}
{"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"}
<|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"}
  ],
  "ads": [
    {
  "title": "HORLIMER 12x9x3 inches Shipping Boxes Set of 20, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GC2HQZY"
},
    {
  "title": "HORLIMER 11x8x2 inches Shipping Boxes Set of 25, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GCBBG3H"
},
    {
  "title": "HORLIMER 13x10x2 inches Shipping Boxes Set of 25, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GBVHDRK"
}
  ],
  "search_results": [
    {"title": "10 Pcs Corrugated Pizza Boxes 14 x 14 Inches, Grease Resistant Kraft Takeout Containers Packing Boxes for Cake, Cookies, Food and Crafts", "asin": "B0DRD2BNC3", "price": "$32.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Smart Boxes, with Handles, Small Moving Boxes for Books Document Storage Packing Shipping File Boxes, 19 x 12 x 10 Inches, 1.1 Cubic Feet, Bundle of 20", "asin": "B0C47FMS2G", "price": "$30.99", "delivery": "FREE delivery May 1 - 5 Or fastest delivery Apr 30 - May 2"},
    {"title": "16\" x 14\" x 4\" Flat Corrugated Boxes", "asin": "B0F6F4DGY4", "price": "$26.99", "delivery": "$6.81 delivery Wed, Apr 30"},
    {"title": "IDL Medium Moving & Shipping Boxes - 5-Pack, 15 x 15 x 3 inches, Extra Strength 200 lb Corrugated Packing Boxes", "asin": "B092LZDZ2F", "price": "$29.95", "delivery": "FREE delivery Thu, May 1 for Prime members"},
    {"title": "TAPE LOGIC 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": "B01MCRMS5L", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "14x10x3 inch Shipping Boxes Set of 20\uff0c White Corrugated Cardboard Box Mailer Boxes for Packaging Small Business Shipping\uff0cMailing Boxes Bulk for Birthday Wedding Party Book Literature Gift Giving", "asin": "B0DP59F3ZX", "price": "$32.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "The Packaging Wholesalers 14 x 10 x 4 Inches Shipping Boxes, 25-Count (BS141004)", "asin": "B00CP3DKUC", "price": "$32.57", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "BOX USA 16 x 8 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D2734W8", "price": "$31.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Packaging Wholesalers 16 x 6 x 4 Inches Shipping Boxes, 25-Count (BS160604)", "asin": "B00CP3425Y", "price": "$31.05", "delivery": "$1.88 delivery Apr 30 - May 5"},
    {"title": "20\" x 16\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-20x16x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B09NBF5QRZ", "price": "$32.07", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "Golden State Art, 25 Pack 11x14 Corrugated Cardboard Sheets, Flat Cardboard Pads for Packing, Mailing, Moving, Shipping, Crafts (1/16\" Thick)", "asin": "B09JL54471", "price": "$16.99", "delivery": "FREE delivery Mon, Apr 28"},
    {"title": "13x10x4 18pcs Small Shipping Brown Corrugated Cardboard Mailer Boxes for Packaging Small Business Craft Gifts Giving Products Storage Boxes", "asin": "B0DCZVXMC9", "price": "$31.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "Laptop Shipping Box with Foam, Secure Cardboard Laptop Box for Shipping, Fit Most 13-17 Inch Notebook Computer Packing", "asin": "B0D1QX87HB", "price": "$26.89", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"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", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "14 x9 x 3 inch Shipping Boxes Set of 20\uff0c Brown Corrugated Cardboard Box Mailer Boxes for Packaging Small Business Shipping\uff0cMailing Boxes Bulk for Birthday Wedding Party Book Literature Gift Giving", "asin": "B0DCNHVQZL", "price": "$31.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "WIFTREY 12x4x4 inches Shipping Boxes Pack of 20, White Corrugated Cardboard Box 12\"L x 4\"W x 4\"H for Shipping, Packaging, Moving, Mailing", "asin": "B0CYFMQ7RZ", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "Royal House Moving Boxes, Corrugated Cordboard Box for Shipping, Mailing, Packing, Packaging and Storage (Large 20x16x14 (Pack 6))", "asin": "B0CYQFTK3V", "price": "$24.99", "delivery": "FREE delivery Apr 30 - May 2 Or fastest delivery Apr 29 - May 1"},
    {"title": "Shipping Boxes, 12''x9''x4'' Which is Anti-Impact Come with Exquisite Sealing Label.Suitable E-Commerce Packaging, Shipping Packaging.", "asin": "B0C7T8N278", "price": "$23.98", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "14\" x 12\" x 4\" Corrugated Boxes 32 ECT (Pack of 10-14x12x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B09R6H6W57", "price": "$29.74", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "BOX USA 14\"L x 8\"W x 4\"H Corrugated Cardboard Boxes, Pack of 25 | Brown, Reusable, Recyclable, Made in USA", "asin": "B01D272C6W", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "IDL Packaging - B-18126-5 Medium Corrugated Shipping Boxes 18\"L x 12\u201dW x 6\"H (Pack of 5) - Excellent Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B088QF25VT", "price": "$31.96", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Cardboard Shipping Boxes,15 Pack Small Mailing Boxes Recyclable Corrugated Boxes Gift Packaging Boxes for Shipping, Mailing, Gifts Packaging,9x6x2\" (Kraft)", "asin": "B0CQL9WLFP", "price": "$25.35", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon."}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T04:04:01.032Z", // 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"}
{"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"}
<|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"}
  ],
  "ads": [
    {
  "title": "HORLIMER 12x9x3 inches Shipping Boxes Set of 20, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GC2HQZY"
},
    {
  "title": "HORLIMER 11x8x2 inches Shipping Boxes Set of 25, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GCBBG3H"
},
    {
  "title": "HORLIMER 13x10x2 inches Shipping Boxes Set of 25, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GBVHDRK"
}
  ],
  "search_results": [
    {"title": "10 Pcs Corrugated Pizza Boxes 14 x 14 Inches, Grease Resistant Kraft Takeout Containers Packing Boxes for Cake, Cookies, Food and Crafts", "asin": "B0DRD2BNC3", "price": "$32.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Smart Boxes, with Handles, Small Moving Boxes for Books Document Storage Packing Shipping File Boxes, 19 x 12 x 10 Inches, 1.1 Cubic Feet, Bundle of 20", "asin": "B0C47FMS2G", "price": "$30.99", "delivery": "FREE delivery May 1 - 5 Or fastest delivery Apr 30 - May 2"},
    {"title": "16\" x 14\" x 4\" Flat Corrugated Boxes", "asin": "B0F6F4DGY4", "price": "$26.99", "delivery": "$6.81 delivery Wed, Apr 30"},
    {"title": "IDL Medium Moving & Shipping Boxes - 5-Pack, 15 x 15 x 3 inches, Extra Strength 200 lb Corrugated Packing Boxes", "asin": "B092LZDZ2F", "price": "$29.95", "delivery": "FREE delivery Thu, May 1 for Prime members"},
    {"title": "TAPE LOGIC 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": "B01MCRMS5L", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "14x10x3 inch Shipping Boxes Set of 20\uff0c White Corrugated Cardboard Box Mailer Boxes for Packaging Small Business Shipping\uff0cMailing Boxes Bulk for Birthday Wedding Party Book Literature Gift Giving", "asin": "B0DP59F3ZX", "price": "$32.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "The Packaging Wholesalers 14 x 10 x 4 Inches Shipping Boxes, 25-Count (BS141004)", "asin": "B00CP3DKUC", "price": "$32.57", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "BOX USA 16 x 8 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D2734W8", "price": "$31.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Packaging Wholesalers 16 x 6 x 4 Inches Shipping Boxes, 25-Count (BS160604)", "asin": "B00CP3425Y", "price": "$31.05", "delivery": "$1.88 delivery Apr 30 - May 5"},
    {"title": "20\" x 16\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-20x16x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B09NBF5QRZ", "price": "$32.07", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "Golden State Art, 25 Pack 11x14 Corrugated Cardboard Sheets, Flat Cardboard Pads for Packing, Mailing, Moving, Shipping, Crafts (1/16\" Thick)", "asin": "B09JL54471", "price": "$16.99", "delivery": "FREE delivery Mon, Apr 28"},
    {"title": "13x10x4 18pcs Small Shipping Brown Corrugated Cardboard Mailer Boxes for Packaging Small Business Craft Gifts Giving Products Storage Boxes", "asin": "B0DCZVXMC9", "price": "$31.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "Laptop Shipping Box with Foam, Secure Cardboard Laptop Box for Shipping, Fit Most 13-17 Inch Notebook Computer Packing", "asin": "B0D1QX87HB", "price": "$26.89", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"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", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "14 x9 x 3 inch Shipping Boxes Set of 20\uff0c Brown Corrugated Cardboard Box Mailer Boxes for Packaging Small Business Shipping\uff0cMailing Boxes Bulk for Birthday Wedding Party Book Literature Gift Giving", "asin": "B0DCNHVQZL", "price": "$31.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "WIFTREY 12x4x4 inches Shipping Boxes Pack of 20, White Corrugated Cardboard Box 12\"L x 4\"W x 4\"H for Shipping, Packaging, Moving, Mailing", "asin": "B0CYFMQ7RZ", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "Royal House Moving Boxes, Corrugated Cordboard Box for Shipping, Mailing, Packing, Packaging and Storage (Large 20x16x14 (Pack 6))", "asin": "B0CYQFTK3V", "price": "$24.99", "delivery": "FREE delivery Apr 30 - May 2 Or fastest delivery Apr 29 - May 1"},
    {"title": "Shipping Boxes, 12''x9''x4'' Which is Anti-Impact Come with Exquisite Sealing Label.Suitable E-Commerce Packaging, Shipping Packaging.", "asin": "B0C7T8N278", "price": "$23.98", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "14\" x 12\" x 4\" Corrugated Boxes 32 ECT (Pack of 10-14x12x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B09R6H6W57", "price": "$29.74", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "BOX USA 14\"L x 8\"W x 4\"H Corrugated Cardboard Boxes, Pack of 25 | Brown, Reusable, Recyclable, Made in USA", "asin": "B01D272C6W", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "IDL Packaging - B-18126-5 Medium Corrugated Shipping Boxes 18\"L x 12\u201dW x 6\"H (Pack of 5) - Excellent Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B088QF25VT", "price": "$31.96", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Cardboard Shipping Boxes,15 Pack Small Mailing Boxes Recyclable Corrugated Boxes Gift Packaging Boxes for Shipping, Mailing, Gifts Packaging,9x6x2\" (Kraft)", "asin": "B0CQL9WLFP", "price": "$25.35", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon."}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T04:04:01.032Z", // 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"}
{"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"}
<|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"}
  ],
  "ads": [
    {
  "title": "HORLIMER 12x9x3 inches Shipping Boxes Set of 20, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GC2HQZY"
},
    {
  "title": "HORLIMER 11x8x2 inches Shipping Boxes Set of 25, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GCBBG3H"
},
    {
  "title": "HORLIMER 13x10x2 inches Shipping Boxes Set of 25, White Corrugated Cardboard Box Literature Mailer",
  "asin": "B08GBVHDRK"
}
  ],
  "search_results": [
    {"title": "10 Pcs Corrugated Pizza Boxes 14 x 14 Inches, Grease Resistant Kraft Takeout Containers Packing Boxes for Cake, Cookies, Food and Crafts", "asin": "B0DRD2BNC3", "price": "$32.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Smart Boxes, with Handles, Small Moving Boxes for Books Document Storage Packing Shipping File Boxes, 19 x 12 x 10 Inches, 1.1 Cubic Feet, Bundle of 20", "asin": "B0C47FMS2G", "price": "$30.99", "delivery": "FREE delivery May 1 - 5 Or fastest delivery Apr 30 - May 2"},
    {"title": "16\" x 14\" x 4\" Flat Corrugated Boxes", "asin": "B0F6F4DGY4", "price": "$26.99", "delivery": "$6.81 delivery Wed, Apr 30"},
    {"title": "IDL Medium Moving & Shipping Boxes - 5-Pack, 15 x 15 x 3 inches, Extra Strength 200 lb Corrugated Packing Boxes", "asin": "B092LZDZ2F", "price": "$29.95", "delivery": "FREE delivery Thu, May 1 for Prime members"},
    {"title": "TAPE LOGIC 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": "B01MCRMS5L", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "14x10x3 inch Shipping Boxes Set of 20\uff0c White Corrugated Cardboard Box Mailer Boxes for Packaging Small Business Shipping\uff0cMailing Boxes Bulk for Birthday Wedding Party Book Literature Gift Giving", "asin": "B0DP59F3ZX", "price": "$32.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "The Packaging Wholesalers 14 x 10 x 4 Inches Shipping Boxes, 25-Count (BS141004)", "asin": "B00CP3DKUC", "price": "$32.57", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "BOX USA 16 x 8 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D2734W8", "price": "$31.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Packaging Wholesalers 16 x 6 x 4 Inches Shipping Boxes, 25-Count (BS160604)", "asin": "B00CP3425Y", "price": "$31.05", "delivery": "$1.88 delivery Apr 30 - May 5"},
    {"title": "20\" x 16\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-20x16x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B09NBF5QRZ", "price": "$32.07", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "Golden State Art, 25 Pack 11x14 Corrugated Cardboard Sheets, Flat Cardboard Pads for Packing, Mailing, Moving, Shipping, Crafts (1/16\" Thick)", "asin": "B09JL54471", "price": "$16.99", "delivery": "FREE delivery Mon, Apr 28"},
    {"title": "13x10x4 18pcs Small Shipping Brown Corrugated Cardboard Mailer Boxes for Packaging Small Business Craft Gifts Giving Products Storage Boxes", "asin": "B0DCZVXMC9", "price": "$31.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "Laptop Shipping Box with Foam, Secure Cardboard Laptop Box for Shipping, Fit Most 13-17 Inch Notebook Computer Packing", "asin": "B0D1QX87HB", "price": "$26.89", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"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", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "14 x9 x 3 inch Shipping Boxes Set of 20\uff0c Brown Corrugated Cardboard Box Mailer Boxes for Packaging Small Business Shipping\uff0cMailing Boxes Bulk for Birthday Wedding Party Book Literature Gift Giving", "asin": "B0DCNHVQZL", "price": "$31.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "WIFTREY 12x4x4 inches Shipping Boxes Pack of 20, White Corrugated Cardboard Box 12\"L x 4\"W x 4\"H for Shipping, Packaging, Moving, Mailing", "asin": "B0CYFMQ7RZ", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
    {"title": "Royal House Moving Boxes, Corrugated Cordboard Box for Shipping, Mailing, Packing, Packaging and Storage (Large 20x16x14 (Pack 6))", "asin": "B0CYQFTK3V", "price": "$24.99", "delivery": "FREE delivery Apr 30 - May 2 Or fastest delivery Apr 29 - May 1"},
    {"title": "Shipping Boxes, 12''x9''x4'' Which is Anti-Impact Come with Exquisite Sealing Label.Suitable E-Commerce Packaging, Shipping Packaging.", "asin": "B0C7T8N278", "price": "$23.98", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "14\" x 12\" x 4\" Corrugated Boxes 32 ECT (Pack of 10-14x12x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B09R6H6W57", "price": "$29.74", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
    {"title": "BOX USA 14\"L x 8\"W x 4\"H Corrugated Cardboard Boxes, Pack of 25 | Brown, Reusable, Recyclable, Made in USA", "asin": "B01D272C6W", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "IDL Packaging - B-18126-5 Medium Corrugated Shipping Boxes 18\"L x 12\u201dW x 6\"H (Pack of 5) - Excellent Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B088QF25VT", "price": "$31.96", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
    {"title": "Cardboard Shipping Boxes,15 Pack Small Mailing Boxes Recyclable Corrugated Boxes Gift Packaging Boxes for Shipping, Mailing, Gifts Packaging,9x6x2\" (Kraft)", "asin": "B0CQL9WLFP", "price": "$25.35", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon."}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T04:04:01.032Z", // 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>
