prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-26T03:31:14.705Z", "action": "click", "action_argument": "search"}
  {"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"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
  {"timestamp": "2025-04-26T03:44:45.454Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
  {"timestamp": "2025-04-26T03:46:09.893Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:17.453Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:18.291Z", "action": "click", "action_argument": "search"}
  <|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 12"}],
  "cart_items": [{"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": "BOX USA Moving Boxes Kit (30-Pack) Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "", "price": "$58.48", "quantity": ""},
  {"title": "AVIDITI Moving Boxes Large, 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Packing, Shipping and Storage 18x14x12", "asin": "", "price": "$41.76", "quantity": ""},
  {"title": "AVIDITI Shipping Boxes Flat 26\"L x 26\"W x 4\"H (15-Pack) Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "", "price": "$106.25", "quantity": ""},
  {"title": "50 Pack Corrugated Cardboard Sheets 6x9, Flat Packaging Inserts for Packing, Shipping, Mailing (2mm Thick)", "asin": "", "price": "$16.99", "quantity": ""}],
  "ads": [{"title": "Shipping Boxes", "asin": "B0DBR33B18"},
  {"title": "Bags & Mailers", "asin": "B0BM2FTHQ3"},
  {"title": "Bubble Mailers", "asin": "B01H5REJZC"}],
  "search_results": [{"title": "AVIDITI Shipping Boxes Medium 16\"L x 12\"W x 10\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT3J5QM", "price": "$54.75", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D272I5M", "price": "$65.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Aviditi 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VRVI", "price": "$65.19", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "The Boxery Moving Boxes 25-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCLJ55Y4", "price": "$37.50", "delivery": "FREE delivery Mon, May 5"},
  {"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 16x12x12 Corrugated Cardboard Boxes, 16\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 16x12x12 161212", "asin": "B01D3BGHL8", "price": "$55.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA Moving Boxes Medium 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Shipping, Mailing, Packing, Packaging and Storage 18x14x12", "asin": "B078HSG985", "price": "$19.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Royal House Moving Boxes, Corrugated Cordboard Box for Shipping, Mailing, Packing, Packaging and Storage (Large 20x16x14 (Pack 12))", "asin": "B0CYQHJF72", "price": "$34.99", "delivery": "FREE delivery Apr 29 - May 1 for Prime members Only 12 left in stock - order soon."},
  {"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": "PARTNERS BRAND 14 x 14 x 14 Corrugated Cardboard Boxes, Medium 14\"L x 14\"W x 14\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D46A2W2", "price": "$56.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 14 x 12 x 12 Corrugated Cardboard Boxes, Medium 14\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IW9I", "price": "$55.95", "delivery": "FREE delivery Tue, Apr 29"},
  {"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", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
  {"title": "Aviditi Shipping Boxes Small 12\"L x 12\"W x 12\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B08XK1J3BQ", "price": "$35.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "18 x 16 x 14 Large Moving Boxes Strong Shipping Boxes 10 Pack", "asin": "B092WB9R8Q", "price": "$41.00", "delivery": "FREE delivery Mon, May 5"},
  {"title": "AVIDITI 14 x 12 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IXTM", "price": "$41.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Black Cardboard Shipping Box 15 x 11 x 3 Inch Corrugated Packaging Storage Boxes 10 Pack (Inside Size: 14.5 x 10.8 x 3\")", "asin": "B09JNXGBVG", "price": "$33.93", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 18 left in stock - order soon."},
  {"title": "Aviditi 14 x 12 x 10 Corrugated Cardboard Boxes, Medium 14\"L x 12\"W x 10\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IUZE", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Rubbermaid Roughneck Tote 10 Gal, 8 Pack, Made in USA, Dark Indigo Metallic, Rugged Plastic Stackable Storage Bins with Lids and Handles", "asin": "B07R3LQMZX", "price": "$130.00", "delivery": "Two-Day FREE delivery Sun, Apr 27"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-26T03:46:25.255Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-26T03:31:14.705Z", "action": "click", "action_argument": "search"}
  {"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"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
  {"timestamp": "2025-04-26T03:44:45.454Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
  {"timestamp": "2025-04-26T03:46:09.893Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:17.453Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:18.291Z", "action": "click", "action_argument": "search"}
  <|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 12"}],
  "cart_items": [{"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": "BOX USA Moving Boxes Kit (30-Pack) Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "", "price": "$58.48", "quantity": ""},
  {"title": "AVIDITI Moving Boxes Large, 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Packing, Shipping and Storage 18x14x12", "asin": "", "price": "$41.76", "quantity": ""},
  {"title": "AVIDITI Shipping Boxes Flat 26\"L x 26\"W x 4\"H (15-Pack) Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "", "price": "$106.25", "quantity": ""},
  {"title": "50 Pack Corrugated Cardboard Sheets 6x9, Flat Packaging Inserts for Packing, Shipping, Mailing (2mm Thick)", "asin": "", "price": "$16.99", "quantity": ""}],
  "ads": [{"title": "Shipping Boxes", "asin": "B0DBR33B18"},
  {"title": "Bags & Mailers", "asin": "B0BM2FTHQ3"},
  {"title": "Bubble Mailers", "asin": "B01H5REJZC"}],
  "search_results": [{"title": "AVIDITI Shipping Boxes Medium 16\"L x 12\"W x 10\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT3J5QM", "price": "$54.75", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D272I5M", "price": "$65.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Aviditi 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VRVI", "price": "$65.19", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "The Boxery Moving Boxes 25-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCLJ55Y4", "price": "$37.50", "delivery": "FREE delivery Mon, May 5"},
  {"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 16x12x12 Corrugated Cardboard Boxes, 16\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 16x12x12 161212", "asin": "B01D3BGHL8", "price": "$55.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA Moving Boxes Medium 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Shipping, Mailing, Packing, Packaging and Storage 18x14x12", "asin": "B078HSG985", "price": "$19.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Royal House Moving Boxes, Corrugated Cordboard Box for Shipping, Mailing, Packing, Packaging and Storage (Large 20x16x14 (Pack 12))", "asin": "B0CYQHJF72", "price": "$34.99", "delivery": "FREE delivery Apr 29 - May 1 for Prime members Only 12 left in stock - order soon."},
  {"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": "PARTNERS BRAND 14 x 14 x 14 Corrugated Cardboard Boxes, Medium 14\"L x 14\"W x 14\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D46A2W2", "price": "$56.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 14 x 12 x 12 Corrugated Cardboard Boxes, Medium 14\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IW9I", "price": "$55.95", "delivery": "FREE delivery Tue, Apr 29"},
  {"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", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
  {"title": "Aviditi Shipping Boxes Small 12\"L x 12\"W x 12\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B08XK1J3BQ", "price": "$35.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "18 x 16 x 14 Large Moving Boxes Strong Shipping Boxes 10 Pack", "asin": "B092WB9R8Q", "price": "$41.00", "delivery": "FREE delivery Mon, May 5"},
  {"title": "AVIDITI 14 x 12 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IXTM", "price": "$41.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Black Cardboard Shipping Box 15 x 11 x 3 Inch Corrugated Packaging Storage Boxes 10 Pack (Inside Size: 14.5 x 10.8 x 3\")", "asin": "B09JNXGBVG", "price": "$33.93", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 18 left in stock - order soon."},
  {"title": "Aviditi 14 x 12 x 10 Corrugated Cardboard Boxes, Medium 14\"L x 12\"W x 10\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IUZE", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Rubbermaid Roughneck Tote 10 Gal, 8 Pack, Made in USA, Dark Indigo Metallic, Rugged Plastic Stackable Storage Bins with Lids and Handles", "asin": "B07R3LQMZX", "price": "$130.00", "delivery": "Two-Day FREE delivery Sun, Apr 27"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-26T03:46:25.255Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"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": "2025-04-26T03:31:14.705Z", "action": "click", "action_argument": "search"}
  {"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"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
  {"timestamp": "2025-04-26T03:44:45.454Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
  {"timestamp": "2025-04-26T03:46:09.893Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:17.453Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:18.291Z", "action": "click", "action_argument": "search"}
  <|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 12"}],
  "cart_items": [{"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": "BOX USA Moving Boxes Kit (30-Pack) Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "", "price": "$58.48", "quantity": ""},
  {"title": "AVIDITI Moving Boxes Large, 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Packing, Shipping and Storage 18x14x12", "asin": "", "price": "$41.76", "quantity": ""},
  {"title": "AVIDITI Shipping Boxes Flat 26\"L x 26\"W x 4\"H (15-Pack) Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "", "price": "$106.25", "quantity": ""},
  {"title": "50 Pack Corrugated Cardboard Sheets 6x9, Flat Packaging Inserts for Packing, Shipping, Mailing (2mm Thick)", "asin": "", "price": "$16.99", "quantity": ""}],
  "ads": [{"title": "Shipping Boxes", "asin": "B0DBR33B18"},
  {"title": "Bags & Mailers", "asin": "B0BM2FTHQ3"},
  {"title": "Bubble Mailers", "asin": "B01H5REJZC"}],
  "search_results": [{"title": "AVIDITI Shipping Boxes Medium 16\"L x 12\"W x 10\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00BT3J5QM", "price": "$54.75", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D272I5M", "price": "$65.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Aviditi 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VRVI", "price": "$65.19", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "The Boxery Moving Boxes 25-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCLJ55Y4", "price": "$37.50", "delivery": "FREE delivery Mon, May 5"},
  {"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 16x12x12 Corrugated Cardboard Boxes, 16\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 16x12x12 161212", "asin": "B01D3BGHL8", "price": "$55.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA Moving Boxes Medium 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Shipping, Mailing, Packing, Packaging and Storage 18x14x12", "asin": "B078HSG985", "price": "$19.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Royal House Moving Boxes, Corrugated Cordboard Box for Shipping, Mailing, Packing, Packaging and Storage (Large 20x16x14 (Pack 12))", "asin": "B0CYQHJF72", "price": "$34.99", "delivery": "FREE delivery Apr 29 - May 1 for Prime members Only 12 left in stock - order soon."},
  {"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": "PARTNERS BRAND 14 x 14 x 14 Corrugated Cardboard Boxes, Medium 14\"L x 14\"W x 14\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D46A2W2", "price": "$56.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 14 x 12 x 12 Corrugated Cardboard Boxes, Medium 14\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IW9I", "price": "$55.95", "delivery": "FREE delivery Tue, Apr 29"},
  {"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", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
  {"title": "Aviditi Shipping Boxes Small 12\"L x 12\"W x 12\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B08XK1J3BQ", "price": "$35.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "18 x 16 x 14 Large Moving Boxes Strong Shipping Boxes 10 Pack", "asin": "B092WB9R8Q", "price": "$41.00", "delivery": "FREE delivery Mon, May 5"},
  {"title": "AVIDITI 14 x 12 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IXTM", "price": "$41.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Black Cardboard Shipping Box 15 x 11 x 3 Inch Corrugated Packaging Storage Boxes 10 Pack (Inside Size: 14.5 x 10.8 x 3\")", "asin": "B09JNXGBVG", "price": "$33.93", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 18 left in stock - order soon."},
  {"title": "Aviditi 14 x 12 x 10 Corrugated Cardboard Boxes, Medium 14\"L x 12\"W x 10\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3IUZE", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Rubbermaid Roughneck Tote 10 Gal, 8 Pack, Made in USA, Dark Indigo Metallic, Rugged Plastic Stackable Storage Bins with Lids and Handles", "asin": "B07R3LQMZX", "price": "$130.00", "delivery": "Two-Day FREE delivery Sun, Apr 27"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-26T03:46:25.255Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  