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"}
  {"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
  {"timestamp": "2025-04-26T03:46:58.919Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:47:06.677Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "16x14x4 box"}],
  "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": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
  {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
  {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
  {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
  {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
  {"title": "BOX USA Packing Paper Roll 1440'L x 30\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4AOK", "price": "$65.99", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
  {"title": "Arkwright SmartEdge Microfiber Cleaning Cloths - (Pack of 12) Thick Edge Less Dish Drying Towel for Car, Polishing, Washing, and Auto Detailing, 16 x 16 in, Pink", "asin": "B0813VGFHS", "price": "$14.44", "quantity": ""},
  {"title": "8 Sets Dish Packing Kit (Box Not Included) Dish Packing Boxes for Moving with 20 Foam Pouches Moving Boxes For Dishes", "asin": "/promo/A2T6UBY2LY6B4T", "price": "$23.99", "quantity": ""},
  {"title": "BOX USA Packing Paper Roll 1440'L x 18\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4GF8", "price": "$37.99", "quantity": ""},
  {"title": "Mayatra's Organic Cotton Saree Bags - 100% Cotton Wardrobe Organizer - Transparent Cloth Storage Cover With Zipper (14 * 16 inches) (Pack Of 10)", "asin": "/promo/A159PS07LBETQK", "price": "$23.99", "quantity": ""},
  {"title": "Single Saree Cover/Suit Packing 12 Piece Transparent Flower Cloth Packing Bag Organizer for Wardrobe Storage or Wedding Gifting ., Red, 37 cm x 2 cm x 43 cm, Travel Accessories", "asin": "B0CXMDWW18", "price": "$19.99", "quantity": ""}],
  "search_results": [{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Mon, May 5"},
  {"title": "Ultra Secure Slim Laptop Shipping Mailer Box for 13,14,15 inch Laptops and Ultrabooks with Extra Foam Padding and Space for Chargers", "asin": "B0DHBTCG3T", "price": "$19.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Generic 14x14x4 Size Shipping and Packing Box - (5 Pack), Kraft", "asin": "B0CZ9TF2QB", "price": "$21.19", "delivery": "$3.76 delivery Wed, May 7 Or fastest delivery Wed, Apr 30"},
  {"title": "14x14x14 Medium Moving & Shipping Boxes, Extra Strength, Heavy-Duty Corrugated Cardboard Boxes for Packing, Storage, Shipping (5)", "asin": "B0DTM6C6BY", "price": "$21.95", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Tue, Apr 29"},
  {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "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": "Yeaqee 16.7 x 13 x 4 Inches Laptop Shipping Box Secure Mailer Empty Moving Kraft Delivery Shipping Container with Charger Box, 20 Foam Sheets, Frame, 2 Foam Padding for Packing", "asin": "B0CDQ7K8JX", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Mcfleet 16pcs 14x10x4 Rectangle Cake Boxes with Window - Quarter Sheet Bakery Boxes for Donuts, Cookies, Cupcakes, Pastry Baking Pie Treat Packaging White Large", "asin": "B0CRRKFBX7", "price": "$21.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Scotch Moving and Storage Box, 16 in x 16 in x 12 in, 6-Pack", "asin": "B0036TKFIE", "price": "$22.14", "delivery": "FREE delivery Mon, Apr 28"},
  {"title": "IRIS USA 4-Pack Storage Bins with Lids, 15 Quart, Shoe Boxes Clear Stackable Containers Organize Shoes Closet Shelves, Classroom Organization Teacher Tools, Game Storage - BPA-Free Plastic", "asin": "B09XWPXDRP", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 30 for Prime members"},
  {"title": "20-Pack Bakery Boxes 14\" x 10\" x 2.5\", Cookie Boxes, Auto-Popup Treat Boxes with Window for Donuts, Pies, Cakes, Muffins, and Pastries (White)", "asin": "B08RBVDDW6", "price": "$21.89", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Black Gift Box with Magnetic Lids 13.8x8.3x4.4 in, Large Bridesmaid Groomsman Proposal Boxes 1 Pack, Collapsible Rectangle Storage Box", "asin": "B0DBQBLTYL", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "SUNCOLOR 12 Pack Assorted Sizes(4 Boxes 11\", 4 Boxes 14\", 4 Boxes 16\") White Gift Boxes With Lids For Christmas, Birthdays and more", "asin": "B0D9CFS816", "price": "$11.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Golden State Art, 4 Sets Moving Box Glass Divider For Wine Glassware, Protect Plate Bottle Ceramic Packing, Fit for 18 x 14 x 12 Inch Box \uff08Excluding Box)", "asin": "B0CRCXM916", "price": "$21.25", "delivery": "FREE delivery May 8 - 19 for Prime members"},
  {"title": "Purple Q Crafts White Hard Gift Box With Magnetic Closure Lid 14\" x 9\" x 4\" Rectangle Favor Boxes With White Glossy Finish (2 Boxes)", "asin": "B0B4NX8VQ7", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "WOWOSS 4 Pack 16\" x 14\" Expanding Packing Foam, Expanding Foam for PC/Electronic Components/Equipment/Fragile Items, Rapid Expansion, Stable & Secure, Easy to Use - Essential for Moving", "asin": "B0D78T9MP6", "price": "$16.99", "delivery": "FREE delivery May 6 - 8 for Prime members"},
  {"title": "FZOPO White Gift Boxes with Lids for Graduation, Birthdays and All Occasions, (10-Count,2 Large 5 Medium 3 Small)", "asin": "B0DGGCJJ1G", "price": "$15.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "(8-Pack) CalPalmy 11\u201d x 14\u201d MDF Boards - 1/4\u201d Thick Boards for Carpentry, Interior Design, Hobby Crafts, and More - with Smooth, Unfinished Sides and Sanded Edges", "asin": "B0B8D12PTT", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "8-PACK White Pastry Bakery Box 16x11x2.75inch,Large Donuts,Muffins,Cookies Boxes with PVC Window Auto-Pop up Paper Box Nature Cardboard Take Out Container,Hold 12 Donuts,Pack of 8", "asin": "B0CZJJF3SL", "price": "$15.88", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Cookie Boxes, 14\" x 10\" x 2.5\" White Bakery Boxes with Window, Auto-Popup Treat Boxes, Pastry Boxes for Cookies, Donuts, Muffins and Strawberries [ Pack of 15 ]", "asin": "B094DH4RY7", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Large Corrugated Cardboard Sheets 11x14, 5 Pack, 3/16 Thick. Ideal for Target Backer or Corrugated Sheet Projects", "asin": "B0BWBWGRR7", "price": "$15.33", "delivery": "FREE delivery Fri, May 2"},
  {"title": "Secure Seal - 8x6x4 Pack of 25 Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes", "asin": "B094K3TKGX", "price": "$19.08", "delivery": "FREE delivery Mon, May 5"}]
  <|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": "2025-04-26T03:52:08.955Z", // 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"}
  {"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
  {"timestamp": "2025-04-26T03:46:58.919Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:47:06.677Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "16x14x4 box"}],
  "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": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
  {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
  {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
  {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
  {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
  {"title": "BOX USA Packing Paper Roll 1440'L x 30\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4AOK", "price": "$65.99", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
  {"title": "Arkwright SmartEdge Microfiber Cleaning Cloths - (Pack of 12) Thick Edge Less Dish Drying Towel for Car, Polishing, Washing, and Auto Detailing, 16 x 16 in, Pink", "asin": "B0813VGFHS", "price": "$14.44", "quantity": ""},
  {"title": "8 Sets Dish Packing Kit (Box Not Included) Dish Packing Boxes for Moving with 20 Foam Pouches Moving Boxes For Dishes", "asin": "/promo/A2T6UBY2LY6B4T", "price": "$23.99", "quantity": ""},
  {"title": "BOX USA Packing Paper Roll 1440'L x 18\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4GF8", "price": "$37.99", "quantity": ""},
  {"title": "Mayatra's Organic Cotton Saree Bags - 100% Cotton Wardrobe Organizer - Transparent Cloth Storage Cover With Zipper (14 * 16 inches) (Pack Of 10)", "asin": "/promo/A159PS07LBETQK", "price": "$23.99", "quantity": ""},
  {"title": "Single Saree Cover/Suit Packing 12 Piece Transparent Flower Cloth Packing Bag Organizer for Wardrobe Storage or Wedding Gifting ., Red, 37 cm x 2 cm x 43 cm, Travel Accessories", "asin": "B0CXMDWW18", "price": "$19.99", "quantity": ""}],
  "search_results": [{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Mon, May 5"},
  {"title": "Ultra Secure Slim Laptop Shipping Mailer Box for 13,14,15 inch Laptops and Ultrabooks with Extra Foam Padding and Space for Chargers", "asin": "B0DHBTCG3T", "price": "$19.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Generic 14x14x4 Size Shipping and Packing Box - (5 Pack), Kraft", "asin": "B0CZ9TF2QB", "price": "$21.19", "delivery": "$3.76 delivery Wed, May 7 Or fastest delivery Wed, Apr 30"},
  {"title": "14x14x14 Medium Moving & Shipping Boxes, Extra Strength, Heavy-Duty Corrugated Cardboard Boxes for Packing, Storage, Shipping (5)", "asin": "B0DTM6C6BY", "price": "$21.95", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Tue, Apr 29"},
  {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "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": "Yeaqee 16.7 x 13 x 4 Inches Laptop Shipping Box Secure Mailer Empty Moving Kraft Delivery Shipping Container with Charger Box, 20 Foam Sheets, Frame, 2 Foam Padding for Packing", "asin": "B0CDQ7K8JX", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Mcfleet 16pcs 14x10x4 Rectangle Cake Boxes with Window - Quarter Sheet Bakery Boxes for Donuts, Cookies, Cupcakes, Pastry Baking Pie Treat Packaging White Large", "asin": "B0CRRKFBX7", "price": "$21.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Scotch Moving and Storage Box, 16 in x 16 in x 12 in, 6-Pack", "asin": "B0036TKFIE", "price": "$22.14", "delivery": "FREE delivery Mon, Apr 28"},
  {"title": "IRIS USA 4-Pack Storage Bins with Lids, 15 Quart, Shoe Boxes Clear Stackable Containers Organize Shoes Closet Shelves, Classroom Organization Teacher Tools, Game Storage - BPA-Free Plastic", "asin": "B09XWPXDRP", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 30 for Prime members"},
  {"title": "20-Pack Bakery Boxes 14\" x 10\" x 2.5\", Cookie Boxes, Auto-Popup Treat Boxes with Window for Donuts, Pies, Cakes, Muffins, and Pastries (White)", "asin": "B08RBVDDW6", "price": "$21.89", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Black Gift Box with Magnetic Lids 13.8x8.3x4.4 in, Large Bridesmaid Groomsman Proposal Boxes 1 Pack, Collapsible Rectangle Storage Box", "asin": "B0DBQBLTYL", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "SUNCOLOR 12 Pack Assorted Sizes(4 Boxes 11\", 4 Boxes 14\", 4 Boxes 16\") White Gift Boxes With Lids For Christmas, Birthdays and more", "asin": "B0D9CFS816", "price": "$11.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Golden State Art, 4 Sets Moving Box Glass Divider For Wine Glassware, Protect Plate Bottle Ceramic Packing, Fit for 18 x 14 x 12 Inch Box \uff08Excluding Box)", "asin": "B0CRCXM916", "price": "$21.25", "delivery": "FREE delivery May 8 - 19 for Prime members"},
  {"title": "Purple Q Crafts White Hard Gift Box With Magnetic Closure Lid 14\" x 9\" x 4\" Rectangle Favor Boxes With White Glossy Finish (2 Boxes)", "asin": "B0B4NX8VQ7", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "WOWOSS 4 Pack 16\" x 14\" Expanding Packing Foam, Expanding Foam for PC/Electronic Components/Equipment/Fragile Items, Rapid Expansion, Stable & Secure, Easy to Use - Essential for Moving", "asin": "B0D78T9MP6", "price": "$16.99", "delivery": "FREE delivery May 6 - 8 for Prime members"},
  {"title": "FZOPO White Gift Boxes with Lids for Graduation, Birthdays and All Occasions, (10-Count,2 Large 5 Medium 3 Small)", "asin": "B0DGGCJJ1G", "price": "$15.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "(8-Pack) CalPalmy 11\u201d x 14\u201d MDF Boards - 1/4\u201d Thick Boards for Carpentry, Interior Design, Hobby Crafts, and More - with Smooth, Unfinished Sides and Sanded Edges", "asin": "B0B8D12PTT", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "8-PACK White Pastry Bakery Box 16x11x2.75inch,Large Donuts,Muffins,Cookies Boxes with PVC Window Auto-Pop up Paper Box Nature Cardboard Take Out Container,Hold 12 Donuts,Pack of 8", "asin": "B0CZJJF3SL", "price": "$15.88", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Cookie Boxes, 14\" x 10\" x 2.5\" White Bakery Boxes with Window, Auto-Popup Treat Boxes, Pastry Boxes for Cookies, Donuts, Muffins and Strawberries [ Pack of 15 ]", "asin": "B094DH4RY7", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Large Corrugated Cardboard Sheets 11x14, 5 Pack, 3/16 Thick. Ideal for Target Backer or Corrugated Sheet Projects", "asin": "B0BWBWGRR7", "price": "$15.33", "delivery": "FREE delivery Fri, May 2"},
  {"title": "Secure Seal - 8x6x4 Pack of 25 Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes", "asin": "B094K3TKGX", "price": "$19.08", "delivery": "FREE delivery Mon, May 5"}]
  <|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": "2025-04-26T03:52:08.955Z", // 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"}
  {"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
  {"timestamp": "2025-04-26T03:46:58.919Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:47:06.677Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "16x14x4 box"}],
  "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": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
  {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
  {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
  {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
  {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
  {"title": "BOX USA Packing Paper Roll 1440'L x 30\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4AOK", "price": "$65.99", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
  {"title": "Arkwright SmartEdge Microfiber Cleaning Cloths - (Pack of 12) Thick Edge Less Dish Drying Towel for Car, Polishing, Washing, and Auto Detailing, 16 x 16 in, Pink", "asin": "B0813VGFHS", "price": "$14.44", "quantity": ""},
  {"title": "8 Sets Dish Packing Kit (Box Not Included) Dish Packing Boxes for Moving with 20 Foam Pouches Moving Boxes For Dishes", "asin": "/promo/A2T6UBY2LY6B4T", "price": "$23.99", "quantity": ""},
  {"title": "BOX USA Packing Paper Roll 1440'L x 18\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4GF8", "price": "$37.99", "quantity": ""},
  {"title": "Mayatra's Organic Cotton Saree Bags - 100% Cotton Wardrobe Organizer - Transparent Cloth Storage Cover With Zipper (14 * 16 inches) (Pack Of 10)", "asin": "/promo/A159PS07LBETQK", "price": "$23.99", "quantity": ""},
  {"title": "Single Saree Cover/Suit Packing 12 Piece Transparent Flower Cloth Packing Bag Organizer for Wardrobe Storage or Wedding Gifting ., Red, 37 cm x 2 cm x 43 cm, Travel Accessories", "asin": "B0CXMDWW18", "price": "$19.99", "quantity": ""}],
  "search_results": [{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Mon, May 5"},
  {"title": "Ultra Secure Slim Laptop Shipping Mailer Box for 13,14,15 inch Laptops and Ultrabooks with Extra Foam Padding and Space for Chargers", "asin": "B0DHBTCG3T", "price": "$19.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Generic 14x14x4 Size Shipping and Packing Box - (5 Pack), Kraft", "asin": "B0CZ9TF2QB", "price": "$21.19", "delivery": "$3.76 delivery Wed, May 7 Or fastest delivery Wed, Apr 30"},
  {"title": "14x14x14 Medium Moving & Shipping Boxes, Extra Strength, Heavy-Duty Corrugated Cardboard Boxes for Packing, Storage, Shipping (5)", "asin": "B0DTM6C6BY", "price": "$21.95", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Tue, Apr 29"},
  {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "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": "Yeaqee 16.7 x 13 x 4 Inches Laptop Shipping Box Secure Mailer Empty Moving Kraft Delivery Shipping Container with Charger Box, 20 Foam Sheets, Frame, 2 Foam Padding for Packing", "asin": "B0CDQ7K8JX", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Mcfleet 16pcs 14x10x4 Rectangle Cake Boxes with Window - Quarter Sheet Bakery Boxes for Donuts, Cookies, Cupcakes, Pastry Baking Pie Treat Packaging White Large", "asin": "B0CRRKFBX7", "price": "$21.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Scotch Moving and Storage Box, 16 in x 16 in x 12 in, 6-Pack", "asin": "B0036TKFIE", "price": "$22.14", "delivery": "FREE delivery Mon, Apr 28"},
  {"title": "IRIS USA 4-Pack Storage Bins with Lids, 15 Quart, Shoe Boxes Clear Stackable Containers Organize Shoes Closet Shelves, Classroom Organization Teacher Tools, Game Storage - BPA-Free Plastic", "asin": "B09XWPXDRP", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 30 for Prime members"},
  {"title": "20-Pack Bakery Boxes 14\" x 10\" x 2.5\", Cookie Boxes, Auto-Popup Treat Boxes with Window for Donuts, Pies, Cakes, Muffins, and Pastries (White)", "asin": "B08RBVDDW6", "price": "$21.89", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Black Gift Box with Magnetic Lids 13.8x8.3x4.4 in, Large Bridesmaid Groomsman Proposal Boxes 1 Pack, Collapsible Rectangle Storage Box", "asin": "B0DBQBLTYL", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "SUNCOLOR 12 Pack Assorted Sizes(4 Boxes 11\", 4 Boxes 14\", 4 Boxes 16\") White Gift Boxes With Lids For Christmas, Birthdays and more", "asin": "B0D9CFS816", "price": "$11.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Golden State Art, 4 Sets Moving Box Glass Divider For Wine Glassware, Protect Plate Bottle Ceramic Packing, Fit for 18 x 14 x 12 Inch Box \uff08Excluding Box)", "asin": "B0CRCXM916", "price": "$21.25", "delivery": "FREE delivery May 8 - 19 for Prime members"},
  {"title": "Purple Q Crafts White Hard Gift Box With Magnetic Closure Lid 14\" x 9\" x 4\" Rectangle Favor Boxes With White Glossy Finish (2 Boxes)", "asin": "B0B4NX8VQ7", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "WOWOSS 4 Pack 16\" x 14\" Expanding Packing Foam, Expanding Foam for PC/Electronic Components/Equipment/Fragile Items, Rapid Expansion, Stable & Secure, Easy to Use - Essential for Moving", "asin": "B0D78T9MP6", "price": "$16.99", "delivery": "FREE delivery May 6 - 8 for Prime members"},
  {"title": "FZOPO White Gift Boxes with Lids for Graduation, Birthdays and All Occasions, (10-Count,2 Large 5 Medium 3 Small)", "asin": "B0DGGCJJ1G", "price": "$15.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "(8-Pack) CalPalmy 11\u201d x 14\u201d MDF Boards - 1/4\u201d Thick Boards for Carpentry, Interior Design, Hobby Crafts, and More - with Smooth, Unfinished Sides and Sanded Edges", "asin": "B0B8D12PTT", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "8-PACK White Pastry Bakery Box 16x11x2.75inch,Large Donuts,Muffins,Cookies Boxes with PVC Window Auto-Pop up Paper Box Nature Cardboard Take Out Container,Hold 12 Donuts,Pack of 8", "asin": "B0CZJJF3SL", "price": "$15.88", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Cookie Boxes, 14\" x 10\" x 2.5\" White Bakery Boxes with Window, Auto-Popup Treat Boxes, Pastry Boxes for Cookies, Donuts, Muffins and Strawberries [ Pack of 15 ]", "asin": "B094DH4RY7", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Large Corrugated Cardboard Sheets 11x14, 5 Pack, 3/16 Thick. Ideal for Target Backer or Corrugated Sheet Projects", "asin": "B0BWBWGRR7", "price": "$15.33", "delivery": "FREE delivery Fri, May 2"},
  {"title": "Secure Seal - 8x6x4 Pack of 25 Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes", "asin": "B094K3TKGX", "price": "$19.08", "delivery": "FREE delivery Mon, May 5"}]
  <|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": "2025-04-26T03:52:08.955Z", // 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>
  