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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-05T16:12:44.292Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T16:12:47.862Z", "action": "input", "action_argument": "d"}
  {"timestamp": "2025-04-05T16:12:59.994Z", "action": "input", "action_argument": "door lever "}
  {"timestamp": "2025-04-05T16:13:00.058Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:13:06.395Z", "action": "click_product", "action_argument": "B07RVGYRL6"}
  {"timestamp": "2025-04-05T16:14:38.785Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T16:14:41.337Z", "action": "input", "action_argument": "door lever lock"}
  {"timestamp": "2025-04-05T16:14:41.351Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:15:24.960Z", "action": "input", "action_argument": "door lever lock with key"}
  {"timestamp": "2025-04-05T16:15:24.973Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:15:50.485Z", "action": "click_product", "action_argument": "B0BN4BPDR8"}
  {"timestamp": "2025-04-05T16:16:34.340Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:34.987Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:36.074Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:43.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:46.007Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:47.045Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:47.939Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:49.706Z", "action": "click", "action_argument": "other"}
  <|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": "key lock box for lever door handle"}],
  "cart_items": [{"title": "SAEEPABUL S200 Boxing Gloves for Men and Women Suitable for Boxing Kickboxing Mixed Martial Arts Maui Thai MMA Heavy Bag Fighting Training Raspberry, 12oz", "asin": "B0CZN5L7BL", "price": "$19.99", "quantity": "1"},
  {"title": "Rfiver Mobile TV Cart for 23-60 Inch LCD LED Flat Panel Curved Screen TVs up to 88 lbs, Height Adjustable Shelf Rolling Floor Stand with Wheels as a Movable Portable Stand, Max VESA 400x400mm", "asin": "B09CT7P4FC", "price": "$39.99", "quantity": "1"},
  {"title": "Grospe Hyalu B5 Serum 10 Sheet Mask, Multi-effect Repair Mask Moisturizing and Soothing Skin Diminishing Acne Marks, Beauty Mask For All Skin Care Type", "asin": "B0CL9RFN64", "price": "$16.99", "quantity": "1"},
  {"title": "De'Longhi Dedica Maestro Manual Espresso Machine", "asin": "B0DGRMXS9J", "price": "$299.95", "quantity": "1"},
  {"title": "De'Longhi Stilosa Manual Espresso Machine, Latte & Cappuccino Maker, 15 Bar Pump Pressure + Milk Frother Steam Wand, Black / Stainless, EC260BK, 13.5 x 8.07 x 11.22 inches", "asin": "B08C96BG9H", "price": "$75.99", "quantity": "1"},
  {"title": "5PCS Blackhead Remover Comedone Extractor, Curved Blackhead Tweezers Kit, Professional Stainless Pimple Acne Blemish Removal Tools Kit", "asin": "B089K6PMTD", "price": "$4.97", "quantity": "1"},
  {"title": "temple block, wooden clapper, wooden fish-a percussion instrument Buddhist Camphorwood Wooden Fish Temple Block Zen Drum with Mat", "asin": "B0B8C9BHW5", "price": "$17.99", "quantity": "1"},
  {"title": "LEXIVON Bike Torque Wrench 1/4-Inch Dr. 15-Piece Kit | 72-Tooth Gear, Dual-Direction Click Type 2~26 Nm / 17.7~230.1 in-lb (LX-191)", "asin": "B0BH57YJ8Z", "price": "$59.97", "quantity": "1"},
  {"title": "Amazon Kindle (16 GB) - Lightest and most compact Kindle, now with faster page turns, and higher contrast ratio, for an enhanced reading experience - Matcha", "asin": "B0CNVCQZG1", "price": "$109.99", "quantity": "1"},
  {"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$16.87", "quantity": "1"},
  {"title": "TOSGMY Gold Silver Rings for Women Non Tarnish Stackable Thin Gold Ring 18K Gold Plated Dainty Ring Set Trendy Thumb Pinky Knuckle Ring Wedding Bands Promise Engagement Gold Jewelry Rings Size 6 7 8 9 10 11", "asin": "B0D5L39V96", "price": "$12.98", "quantity": "1"},
  {"title": "DEARMAY Gold Bracelets for Women 14K Real Gold Plated Jewelry Sets Stack Trendy Dainty Stackable Paperclip Rope Snake Box Figaro Chain Bracelets Pack Costume Fashion Filled Gifts for Womens", "asin": "B0C2P72WY6", "price": "$16.99", "quantity": "1"},
  {"title": "TOBENY Stackable Gold Rings for Women Non Tarnish Dainty 14K Gold Plated Stacking Cubic Zirconia Thumb Ring Set Trendy Statement Promise Wedding Bands Engagement Rings for Women Size 6 7 8 9 10", "asin": "B0CQXHNBQ6", "price": "$13.98", "quantity": "1"},
  {"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$17.76", "quantity": "1"},
  {"title": "Lalord Pour Over Coffee Maker with Stainless Steel Filter, Borosilicate Glass Coffee Carafe, Modern Wooden Collar, Coffee Maker Carafe, Hold 2 Cups, 400 ml/13.5 oz, Clear", "asin": "B0BWH76HM3", "price": "$19.99", "quantity": "1"},
  {"title": "OdoBan Disinfectant Concentrate and Odor Eliminator, 1 Gallon, Original Eucalyptus Scent", "asin": "B079Z6MJB1", "price": "$9.98", "quantity": "1"},
  {"title": "PUMIEY Maxi Dresses for Women Square Neck Ribbed Long Bodycon Dress, Jet Black Medium", "asin": "B0CZD82Q1M", "price": "$14.99", "quantity": "1"},
  {"title": "PUMIEY Long Sleeve Shirts for Women Crew Neck Slim Fit Fall Tops Sexy Basic Tee, Splashed White Medium", "asin": "B0CHFPGGDG", "price": "$24.99", "quantity": "1"}],
  "product_details": [{"asin": "B0BN4BPDR8"},
  {"title": "Secure Lock Box Attachment for Lever Handles - Realtors, Vacation Rentals and Real Estate Agent Supplies - Realtor Supplies for Key Lock Box for Keys with Code (1 Pack)"},
  {"price": "$34.95"},
  {"bullet_list": "\ud835\udc12\ud835\udc1e\ud835\udc1c\ud835\udc2e\ud835\udc2b\ud835\udc1e \ud835\udc00\ud835\udc2d\ud835\udc2d\ud835\udc1a\ud835\udc1c\ud835\udc21\ud835\udc26\ud835\udc1e\ud835\udc27\ud835\udc2d - Lock Box Buddy secures lock boxes to exterior door lever handles, preventing them from falling off. Perfect for realtors or vacation rental owners who need an easy access key box for clients or guests \u5b89\u5168\u9644\u4ef6 - Lock Box Buddy \u5c06\u9501\u7bb1\u56fa\u5b9a\u5728\u5916\u95e8\u6760\u6746\u628a\u624b\u4e0a\uff0c\u9632\u6b62\u5b83\u4eec\u6389\u843d\u3002\u975e\u5e38\u9002\u5408\u9700\u8981\u4e3a\u5ba2\u6237\u6216\u5ba2\u4eba\u63d0\u4f9b\u4fbf\u6377\u8bbf\u95ee\u94a5\u5319\u7bb1\u7684\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u6216\u5ea6\u5047\u79df\u8d41\u4e1a\u4e3b \ud835\udc02\ud835\udc28\ud835\udc26\ud835\udc29\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc1b\ud835\udc25\ud835\udc1e \ud835\udc30\ud835\udc22\ud835\udc2d\ud835\udc21 \ud835\udc00\ud835\udc27\ud835\udc32 \ud835\udc0b\ud835\udc28\ud835\udc1c\ud835\udc24 \ud835\udc01\ud835\udc28\ud835\udc31 - Designed to fit any key lockbox (including Supra, SentriLock, and Master Lock) Lock Box Buddy offers dependable attachment for lock boxes of all shapes and sizes, making it a versatile choice for real estate professionals \u517c\u5bb9\u4efb\u4f55\u9501\u76d2 - \u65e8\u5728\u9002\u5408\u4efb\u4f55\u94a5\u5319\u9501\u76d2\uff08\u5305\u62ec Supra\u3001SentriLock \u548c Master Lock\uff09Lock Box Buddy \u4e3a\u5404\u79cd\u5f62\u72b6\u548c\u5927\u5c0f\u7684\u9501\u76d2\u63d0\u4f9b\u53ef\u9760\u7684\u9644\u4ef6\uff0c\u4f7f\u5176\u6210\u4e3a\u623f\u5730\u4ea7\u4e13\u4e1a\u4eba\u58eb\u7684\u591a\u529f\u80fd\u9009\u62e9 \ud835\udfcf\ud835\udfce\ud835\udfce% \ud835\udc03\ud835\udc22\ud835\udc1e-\ud835\udc02\ud835\udc1a\ud835\udc2c\ud835\udc2d \ud835\udc0c\ud835\udc1e\ud835\udc2d\ud835\udc1a\ud835\udc25 - Forged from 100% metal, Lock Box Buddy is built to last. Unlike other plastic small lockbox for keys outdoor, Lock Box Buddy is bolt cutter proof, offering unparalleled protection and ensuring your outdoor lock box stays where it\u2019s needed most 100% \u538b\u94f8\u91d1\u5c5e - \u7531 100% \u91d1\u5c5e\u953b\u9020\u800c\u6210\uff0cLock Box Buddy \u7ecf\u4e45\u8010\u7528\u3002\u4e0e\u5176\u4ed6\u7528\u4e8e\u6237\u5916\u94a5\u5319\u7684\u5851\u6599\u5c0f\u5bc6\u7801\u76d2\u4e0d\u540c\uff0cLock Box Buddy \u662f\u9632\u65ad\u7ebf\u94b3\u7684\uff0c\u63d0\u4f9b\u65e0\u4e0e\u4f26\u6bd4\u7684\u4fdd\u62a4\u5e76\u786e\u4fdd\u60a8\u7684\u6237\u5916\u9501\u76d2\u4fdd\u6301\u5728\u6700\u9700\u8981\u7684\u5730\u65b9 \ud835\udc0f\ud835\udc1e\ud835\udc2b\ud835\udc1f\ud835\udc1e\ud835\udc1c\ud835\udc2d \ud835\udc1f\ud835\udc28\ud835\udc2b \ud835\udc11\ud835\udc1e\ud835\udc1a\ud835\udc25\ud835\udc2d\ud835\udc28\ud835\udc2b\ud835\udc2c - Lock Box Buddy is a professional grade solution trusted by real estate agents nationwide. During your next showing, make the realtor lock box more accessible with Lock Box Buddy. It\u2019s a smart addition to any realtor\u2019s set of tools and supplies \u975e\u5e38\u9002\u5408\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba - Lock Box Buddy \u662f\u5168\u56fd\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u4fe1\u8d56\u7684\u4e13\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848\u3002\u5728\u60a8\u4e0b\u6b21\u5c55\u793a\u65f6\uff0c\u4f7f\u7528 Lock Box Buddy \u8ba9\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u9501\u76d2\u66f4\u5bb9\u6613\u63a5\u8fd1\u3002\u5b83\u662f\u5bf9\u4efb\u4f55\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u7684\u5de5\u5177\u548c\u7528\u54c1\u96c6\u7684\u660e\u667a\u8865\u5145 \ud835\udc08\ud835\udc1d\ud835\udc1e\ud835\udc1a\ud835\udc25 \ud835\udc1f\ud835\udc28\ud835\udc2b \ud835\udc15\ud835\udc1a\ud835\udc1c\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 \ud835\udc11\ud835\udc1e\ud835\udc27\ud835\udc2d\ud835\udc1a\ud835\udc25\ud835\udc2c - Vacation rental owners rejoice! Attaching your keybox to a fence post or lever handle door was a pain, but that's about to change. With its patented design, Lock Box Buddy makes accessing your combination lock box easier for guests and staff \u5ea6\u5047\u79df\u8d41\u7684\u7406\u60f3\u9009\u62e9 - \u5ea6\u5047\u79df\u8d41\u4e1a\u4e3b\u6b22\u6b23\u9f13\u821e\uff01\u5c06\u94a5\u5319\u76d2\u8fde\u63a5\u5230\u6805\u680f\u67f1\u6216\u6760\u6746\u628a\u624b\u95e8\u4e0a\u5f88\u75db\u82e6\uff0c\u4f46\u8fd9\u79cd\u60c5\u51b5\u5373\u5c06\u6539\u53d8\u3002\u51ed\u501f\u5176\u4e13\u5229\u8bbe\u8ba1\uff0cLock Box Buddy \u4f7f\u5ba2\u4eba\u548c\u5458\u5de5\u66f4\u5bb9\u6613\u8bbf\u95ee\u60a8\u7684\u5bc6\u7801\u9501\u76d2 \ud835\udc04\ud835\udc1a\ud835\udc2c\ud835\udc32 \ud835\udc08\ud835\udc27\ud835\udc2c\ud835\udc2d\ud835\udc1a\ud835\udc25\ud835\udc25\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - Installation is simple: Place LockBoxBuddy over the door handle, insert the metal loop through the slot, and attach your lock box. That's it! In seconds you have a secure, accessible key lock box with code. No complicated setup required \u6613\u4e8e\u5b89\u88c5 - \u5b89\u88c5\u7b80\u5355\uff1a\u5c06 LockBoxBuddy \u653e\u5728\u95e8\u628a\u624b\u4e0a\uff0c\u5c06\u91d1\u5c5e\u73af\u63d2\u5165\u63d2\u69fd\uff0c\u7136\u540e\u8fde\u63a5\u60a8\u7684\u9501\u76d2\u3002\u5c31\u662f\u8fd9\u6837\uff01\u51e0\u79d2\u949f\u5185\uff0c\u60a8\u5c31\u62e5\u6709\u4e86\u4e00\u4e2a\u5b89\u5168\u3001\u53ef\u8bbf\u95ee\u7684\u5e26\u6709\u5bc6\u7801\u7684\u94a5\u5319\u9501\u76d2\u3002\u65e0\u9700\u590d\u6742\u7684\u8bbe\u7f6e \ud835\udc13\ud835\udc30\ud835\udc28 \ud835\udc00\ud835\udc2d\ud835\udc2d\ud835\udc1a\ud835\udc1c\ud835\udc21\ud835\udc26\ud835\udc1e\ud835\udc27\ud835\udc2d \ud835\udc12\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc2c - Lock Box Buddy features two opening sizes to accommodate most lever handles, doorknobs and any large lock box or small lock box with code. See listing images for more details \u4e24\u79cd\u9644\u4ef6\u5c3a\u5bf8 - Lock Box Buddy \u5177\u6709\u4e24\u79cd\u5f00\u53e3\u5c3a\u5bf8\uff0c\u53ef\u5bb9\u7eb3\u5927\u591a\u6570\u6760\u6746\u628a\u624b\u3001\u95e8\u628a\u624b\u548c\u4efb\u4f55\u5e26\u5bc6\u7801\u7684\u5927\u9501\u76d2\u6216\u5c0f\u9501\u76d2\u3002\u67e5\u770b\u5217\u8868\u56fe\u7247\u4e86\u89e3\u66f4\u591a\u8be6\u60c5"},
  {"bullet_list": "  \ud835\udc12\ud835\udc1c\ud835\udc2b\ud835\udc1a\ud835\udc2d\ud835\udc1c\ud835\udc21-\ud835\udc05\ud835\udc2b\ud835\udc1e\ud835\udc1e \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc2d\ud835\udc1e\ud835\udc1c\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - The rubberized back pad on Lock Box Buddy prevents scratches on any door finish, offering extra protection for your doors, lever handles, spare key lock box, and key lock box for outside. No more worrying about scuffs or damage!  \ud835\udc05\ud835\udc1e\ud835\udc27\ud835\udc1c\ud835\udc1e \ud835\udc0c\ud835\udc28\ud835\udc2e\ud835\udc27\ud835\udc2d\ud835\udc22\ud835\udc27\ud835\udc20 \ud835\udc0e\ud835\udc29\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - Lock Box Buddy also has a Fence Buddy variation, which allows any outdoor key lock box to attach securely to fence posts. Fence Buddy can attach a lockbox with code, combo lock box, key safe lock box, smart lock box or a realtor key lock box to your fence  \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc1f\ud835\udc1e\ud835\udc2c\ud835\udc2c\ud835\udc22\ud835\udc28\ud835\udc27\ud835\udc1a\ud835\udc25'\ud835\udc2c \ud835\udc02\ud835\udc21\ud835\udc28\ud835\udc22\ud835\udc1c\ud835\udc1e - Trusted by real estate agents and realtors nationwide, Lock Box Buddy is the #1 real estate lock box for keys solution. When you need a door lock box, hide a key lock box, combination key lock box, or key keeper it can simplify your key management  "}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Lock Box Buddy"},
  {"Size": "1"}],
  "promotion_items": [{"title": "- Key Lock Box Portable with Removable Cable Shackle Indoor Outdoor Waterproof 4 Di...", "asin": "B09DGCMDW4", "price": "$26.99", "quantity": ""},
  {"title": "Puroma Lock Box, Large Key Lock Box Resettable Combination Code Lockbox, Portable Wall Mount Lockbox Waterproof Security Safe Box for Outside Outdoor Home Office Door Handle House Key, Gray (1 Pack)", "asin": "B07Z1Y4HY4", "price": "$16.14", "quantity": ""},
  {"title": "Key Lock Box Outdoor with Code \u2013 Realtor Security Lockbox for Spare Keys Outside \u2013 Rudy Run Combination Keybox for Home, Office, Garage, Apartment, and Airbnb - 1Pack", "asin": "B08FZ3SB5G", "price": "$27.99", "quantity": ""},
  {"title": "Puroma Key Lock Box, 4-Digit Combination Key Storage Lockbox, Portable Wall Mounted Security Lockbox with Code for Home, Flats, Realtors Garage Spare Keys (1 Pack, Grey)", "asin": "B0BLC4SHPR", "price": "$13.59", "quantity": ""},
  {"title": "Kingsley Guard-a-Key Black Realtor's Lockbox Portable Resettable Hanging Key Safe Combination Lock Box for House Keys, Realtors, Vacation Rentals, Black", "asin": "B00HMDX3B6", "price": "$15.72", "quantity": ""},
  {"title": "Puroma Lock Box, Portable Key Lock Box with Removable Cable Handle, Resettable Combination Lockbox Wall-Mounted Key Lockbox for House Key, Home, Office, Apartment Warehouse Key Storage (1 Pack, Grey)", "asin": "B0CPDJZS9B", "price": "$12.99", "quantity": ""},
  {"title": "WiFi Lock Box for Outside with Gateway, Remotely Control Smart Key Lock Box, Wirele...", "asin": "B0DQP6WW14", "price": "$159.99", "quantity": ""},
  {"title": "Lock Box Door Guard with Strap (R Logo Blue - 2 Pack)", "asin": "B092W5VTJJ", "price": "$9.95", "quantity": ""},
  {"title": "Kingsley Guard-a-Key Black Realtor's Lockbox Portable Resettable Hanging Key Safe Combination Lock Box for House Keys, Realtors, Vacation Rentals, Black", "asin": "B00HMDX3B6", "price": "$15.72", "quantity": ""},
  {"title": "SVD.PET Door Lever Lock (2 Pack) Child Proof Doors & Handles, Prevents Toddlers and Pets from Opening Doors. Unique Difficulty Adjustment, Easy One Hand Operation for Adults.", "asin": "B0CBLZ1HTC", "price": "$16.99", "quantity": ""},
  {"title": "Puroma Lock Box, Portable Key Lock Box with Removable Cable Handle, Resettable Combination Lockbox Wall-Mounted Key Lockbox for House Key, Home, Office, Apartment Warehouse Key Storage (1 Pack, Grey)", "asin": "B0CPDJZS9B", "price": "$12.99", "quantity": ""},
  {"title": "Puroma Lock Box Combination Key Lock Box, Wall-Mounted Portable Storage Lockbox for Keys with Resettable Code, Outside Safe Security Box for House, Apartment, Office Key Storage (1 Pack, Gray)", "asin": "B0DP2HZMZW", "price": "$9.99", "quantity": ""},
  {"title": "Puroma Lock Box, Large Key Lock Box Resettable Combination Code Lockbox, Portable Wall Mount Lockbox Waterproof Security Safe Box for Outside Outdoor Home Office Door Handle House Key, Gray (1 Pack)", "asin": "B07Z1Y4HY4", "price": "$16.14", "quantity": ""},
  {"title": "Key Lock Box Outdoor with Code \u2013 Realtor Security Lockbox for Spare Keys Outside \u2013 Rudy Run Combination Keybox for Home, Office, Garage, Apartment, and Airbnb - 1Pack", "asin": "B08FZ3SB5G", "price": "$27.99", "quantity": ""}]
  <|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": "2025-04-05T16:16:50.539Z", // 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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-05T16:12:44.292Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T16:12:47.862Z", "action": "input", "action_argument": "d"}
  {"timestamp": "2025-04-05T16:12:59.994Z", "action": "input", "action_argument": "door lever "}
  {"timestamp": "2025-04-05T16:13:00.058Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:13:06.395Z", "action": "click_product", "action_argument": "B07RVGYRL6"}
  {"timestamp": "2025-04-05T16:14:38.785Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T16:14:41.337Z", "action": "input", "action_argument": "door lever lock"}
  {"timestamp": "2025-04-05T16:14:41.351Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:15:24.960Z", "action": "input", "action_argument": "door lever lock with key"}
  {"timestamp": "2025-04-05T16:15:24.973Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:15:50.485Z", "action": "click_product", "action_argument": "B0BN4BPDR8"}
  {"timestamp": "2025-04-05T16:16:34.340Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:34.987Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:36.074Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:43.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:46.007Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:47.045Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:47.939Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:49.706Z", "action": "click", "action_argument": "other"}
  <|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": "key lock box for lever door handle"}],
  "cart_items": [{"title": "SAEEPABUL S200 Boxing Gloves for Men and Women Suitable for Boxing Kickboxing Mixed Martial Arts Maui Thai MMA Heavy Bag Fighting Training Raspberry, 12oz", "asin": "B0CZN5L7BL", "price": "$19.99", "quantity": "1"},
  {"title": "Rfiver Mobile TV Cart for 23-60 Inch LCD LED Flat Panel Curved Screen TVs up to 88 lbs, Height Adjustable Shelf Rolling Floor Stand with Wheels as a Movable Portable Stand, Max VESA 400x400mm", "asin": "B09CT7P4FC", "price": "$39.99", "quantity": "1"},
  {"title": "Grospe Hyalu B5 Serum 10 Sheet Mask, Multi-effect Repair Mask Moisturizing and Soothing Skin Diminishing Acne Marks, Beauty Mask For All Skin Care Type", "asin": "B0CL9RFN64", "price": "$16.99", "quantity": "1"},
  {"title": "De'Longhi Dedica Maestro Manual Espresso Machine", "asin": "B0DGRMXS9J", "price": "$299.95", "quantity": "1"},
  {"title": "De'Longhi Stilosa Manual Espresso Machine, Latte & Cappuccino Maker, 15 Bar Pump Pressure + Milk Frother Steam Wand, Black / Stainless, EC260BK, 13.5 x 8.07 x 11.22 inches", "asin": "B08C96BG9H", "price": "$75.99", "quantity": "1"},
  {"title": "5PCS Blackhead Remover Comedone Extractor, Curved Blackhead Tweezers Kit, Professional Stainless Pimple Acne Blemish Removal Tools Kit", "asin": "B089K6PMTD", "price": "$4.97", "quantity": "1"},
  {"title": "temple block, wooden clapper, wooden fish-a percussion instrument Buddhist Camphorwood Wooden Fish Temple Block Zen Drum with Mat", "asin": "B0B8C9BHW5", "price": "$17.99", "quantity": "1"},
  {"title": "LEXIVON Bike Torque Wrench 1/4-Inch Dr. 15-Piece Kit | 72-Tooth Gear, Dual-Direction Click Type 2~26 Nm / 17.7~230.1 in-lb (LX-191)", "asin": "B0BH57YJ8Z", "price": "$59.97", "quantity": "1"},
  {"title": "Amazon Kindle (16 GB) - Lightest and most compact Kindle, now with faster page turns, and higher contrast ratio, for an enhanced reading experience - Matcha", "asin": "B0CNVCQZG1", "price": "$109.99", "quantity": "1"},
  {"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$16.87", "quantity": "1"},
  {"title": "TOSGMY Gold Silver Rings for Women Non Tarnish Stackable Thin Gold Ring 18K Gold Plated Dainty Ring Set Trendy Thumb Pinky Knuckle Ring Wedding Bands Promise Engagement Gold Jewelry Rings Size 6 7 8 9 10 11", "asin": "B0D5L39V96", "price": "$12.98", "quantity": "1"},
  {"title": "DEARMAY Gold Bracelets for Women 14K Real Gold Plated Jewelry Sets Stack Trendy Dainty Stackable Paperclip Rope Snake Box Figaro Chain Bracelets Pack Costume Fashion Filled Gifts for Womens", "asin": "B0C2P72WY6", "price": "$16.99", "quantity": "1"},
  {"title": "TOBENY Stackable Gold Rings for Women Non Tarnish Dainty 14K Gold Plated Stacking Cubic Zirconia Thumb Ring Set Trendy Statement Promise Wedding Bands Engagement Rings for Women Size 6 7 8 9 10", "asin": "B0CQXHNBQ6", "price": "$13.98", "quantity": "1"},
  {"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$17.76", "quantity": "1"},
  {"title": "Lalord Pour Over Coffee Maker with Stainless Steel Filter, Borosilicate Glass Coffee Carafe, Modern Wooden Collar, Coffee Maker Carafe, Hold 2 Cups, 400 ml/13.5 oz, Clear", "asin": "B0BWH76HM3", "price": "$19.99", "quantity": "1"},
  {"title": "OdoBan Disinfectant Concentrate and Odor Eliminator, 1 Gallon, Original Eucalyptus Scent", "asin": "B079Z6MJB1", "price": "$9.98", "quantity": "1"},
  {"title": "PUMIEY Maxi Dresses for Women Square Neck Ribbed Long Bodycon Dress, Jet Black Medium", "asin": "B0CZD82Q1M", "price": "$14.99", "quantity": "1"},
  {"title": "PUMIEY Long Sleeve Shirts for Women Crew Neck Slim Fit Fall Tops Sexy Basic Tee, Splashed White Medium", "asin": "B0CHFPGGDG", "price": "$24.99", "quantity": "1"}],
  "product_details": [{"asin": "B0BN4BPDR8"},
  {"title": "Secure Lock Box Attachment for Lever Handles - Realtors, Vacation Rentals and Real Estate Agent Supplies - Realtor Supplies for Key Lock Box for Keys with Code (1 Pack)"},
  {"price": "$34.95"},
  {"bullet_list": "\ud835\udc12\ud835\udc1e\ud835\udc1c\ud835\udc2e\ud835\udc2b\ud835\udc1e \ud835\udc00\ud835\udc2d\ud835\udc2d\ud835\udc1a\ud835\udc1c\ud835\udc21\ud835\udc26\ud835\udc1e\ud835\udc27\ud835\udc2d - Lock Box Buddy secures lock boxes to exterior door lever handles, preventing them from falling off. Perfect for realtors or vacation rental owners who need an easy access key box for clients or guests \u5b89\u5168\u9644\u4ef6 - Lock Box Buddy \u5c06\u9501\u7bb1\u56fa\u5b9a\u5728\u5916\u95e8\u6760\u6746\u628a\u624b\u4e0a\uff0c\u9632\u6b62\u5b83\u4eec\u6389\u843d\u3002\u975e\u5e38\u9002\u5408\u9700\u8981\u4e3a\u5ba2\u6237\u6216\u5ba2\u4eba\u63d0\u4f9b\u4fbf\u6377\u8bbf\u95ee\u94a5\u5319\u7bb1\u7684\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u6216\u5ea6\u5047\u79df\u8d41\u4e1a\u4e3b \ud835\udc02\ud835\udc28\ud835\udc26\ud835\udc29\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc1b\ud835\udc25\ud835\udc1e \ud835\udc30\ud835\udc22\ud835\udc2d\ud835\udc21 \ud835\udc00\ud835\udc27\ud835\udc32 \ud835\udc0b\ud835\udc28\ud835\udc1c\ud835\udc24 \ud835\udc01\ud835\udc28\ud835\udc31 - Designed to fit any key lockbox (including Supra, SentriLock, and Master Lock) Lock Box Buddy offers dependable attachment for lock boxes of all shapes and sizes, making it a versatile choice for real estate professionals \u517c\u5bb9\u4efb\u4f55\u9501\u76d2 - \u65e8\u5728\u9002\u5408\u4efb\u4f55\u94a5\u5319\u9501\u76d2\uff08\u5305\u62ec Supra\u3001SentriLock \u548c Master Lock\uff09Lock Box Buddy \u4e3a\u5404\u79cd\u5f62\u72b6\u548c\u5927\u5c0f\u7684\u9501\u76d2\u63d0\u4f9b\u53ef\u9760\u7684\u9644\u4ef6\uff0c\u4f7f\u5176\u6210\u4e3a\u623f\u5730\u4ea7\u4e13\u4e1a\u4eba\u58eb\u7684\u591a\u529f\u80fd\u9009\u62e9 \ud835\udfcf\ud835\udfce\ud835\udfce% \ud835\udc03\ud835\udc22\ud835\udc1e-\ud835\udc02\ud835\udc1a\ud835\udc2c\ud835\udc2d \ud835\udc0c\ud835\udc1e\ud835\udc2d\ud835\udc1a\ud835\udc25 - Forged from 100% metal, Lock Box Buddy is built to last. Unlike other plastic small lockbox for keys outdoor, Lock Box Buddy is bolt cutter proof, offering unparalleled protection and ensuring your outdoor lock box stays where it\u2019s needed most 100% \u538b\u94f8\u91d1\u5c5e - \u7531 100% \u91d1\u5c5e\u953b\u9020\u800c\u6210\uff0cLock Box Buddy \u7ecf\u4e45\u8010\u7528\u3002\u4e0e\u5176\u4ed6\u7528\u4e8e\u6237\u5916\u94a5\u5319\u7684\u5851\u6599\u5c0f\u5bc6\u7801\u76d2\u4e0d\u540c\uff0cLock Box Buddy \u662f\u9632\u65ad\u7ebf\u94b3\u7684\uff0c\u63d0\u4f9b\u65e0\u4e0e\u4f26\u6bd4\u7684\u4fdd\u62a4\u5e76\u786e\u4fdd\u60a8\u7684\u6237\u5916\u9501\u76d2\u4fdd\u6301\u5728\u6700\u9700\u8981\u7684\u5730\u65b9 \ud835\udc0f\ud835\udc1e\ud835\udc2b\ud835\udc1f\ud835\udc1e\ud835\udc1c\ud835\udc2d \ud835\udc1f\ud835\udc28\ud835\udc2b \ud835\udc11\ud835\udc1e\ud835\udc1a\ud835\udc25\ud835\udc2d\ud835\udc28\ud835\udc2b\ud835\udc2c - Lock Box Buddy is a professional grade solution trusted by real estate agents nationwide. During your next showing, make the realtor lock box more accessible with Lock Box Buddy. It\u2019s a smart addition to any realtor\u2019s set of tools and supplies \u975e\u5e38\u9002\u5408\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba - Lock Box Buddy \u662f\u5168\u56fd\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u4fe1\u8d56\u7684\u4e13\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848\u3002\u5728\u60a8\u4e0b\u6b21\u5c55\u793a\u65f6\uff0c\u4f7f\u7528 Lock Box Buddy \u8ba9\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u9501\u76d2\u66f4\u5bb9\u6613\u63a5\u8fd1\u3002\u5b83\u662f\u5bf9\u4efb\u4f55\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u7684\u5de5\u5177\u548c\u7528\u54c1\u96c6\u7684\u660e\u667a\u8865\u5145 \ud835\udc08\ud835\udc1d\ud835\udc1e\ud835\udc1a\ud835\udc25 \ud835\udc1f\ud835\udc28\ud835\udc2b \ud835\udc15\ud835\udc1a\ud835\udc1c\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 \ud835\udc11\ud835\udc1e\ud835\udc27\ud835\udc2d\ud835\udc1a\ud835\udc25\ud835\udc2c - Vacation rental owners rejoice! Attaching your keybox to a fence post or lever handle door was a pain, but that's about to change. With its patented design, Lock Box Buddy makes accessing your combination lock box easier for guests and staff \u5ea6\u5047\u79df\u8d41\u7684\u7406\u60f3\u9009\u62e9 - \u5ea6\u5047\u79df\u8d41\u4e1a\u4e3b\u6b22\u6b23\u9f13\u821e\uff01\u5c06\u94a5\u5319\u76d2\u8fde\u63a5\u5230\u6805\u680f\u67f1\u6216\u6760\u6746\u628a\u624b\u95e8\u4e0a\u5f88\u75db\u82e6\uff0c\u4f46\u8fd9\u79cd\u60c5\u51b5\u5373\u5c06\u6539\u53d8\u3002\u51ed\u501f\u5176\u4e13\u5229\u8bbe\u8ba1\uff0cLock Box Buddy \u4f7f\u5ba2\u4eba\u548c\u5458\u5de5\u66f4\u5bb9\u6613\u8bbf\u95ee\u60a8\u7684\u5bc6\u7801\u9501\u76d2 \ud835\udc04\ud835\udc1a\ud835\udc2c\ud835\udc32 \ud835\udc08\ud835\udc27\ud835\udc2c\ud835\udc2d\ud835\udc1a\ud835\udc25\ud835\udc25\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - Installation is simple: Place LockBoxBuddy over the door handle, insert the metal loop through the slot, and attach your lock box. That's it! In seconds you have a secure, accessible key lock box with code. No complicated setup required \u6613\u4e8e\u5b89\u88c5 - \u5b89\u88c5\u7b80\u5355\uff1a\u5c06 LockBoxBuddy \u653e\u5728\u95e8\u628a\u624b\u4e0a\uff0c\u5c06\u91d1\u5c5e\u73af\u63d2\u5165\u63d2\u69fd\uff0c\u7136\u540e\u8fde\u63a5\u60a8\u7684\u9501\u76d2\u3002\u5c31\u662f\u8fd9\u6837\uff01\u51e0\u79d2\u949f\u5185\uff0c\u60a8\u5c31\u62e5\u6709\u4e86\u4e00\u4e2a\u5b89\u5168\u3001\u53ef\u8bbf\u95ee\u7684\u5e26\u6709\u5bc6\u7801\u7684\u94a5\u5319\u9501\u76d2\u3002\u65e0\u9700\u590d\u6742\u7684\u8bbe\u7f6e \ud835\udc13\ud835\udc30\ud835\udc28 \ud835\udc00\ud835\udc2d\ud835\udc2d\ud835\udc1a\ud835\udc1c\ud835\udc21\ud835\udc26\ud835\udc1e\ud835\udc27\ud835\udc2d \ud835\udc12\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc2c - Lock Box Buddy features two opening sizes to accommodate most lever handles, doorknobs and any large lock box or small lock box with code. See listing images for more details \u4e24\u79cd\u9644\u4ef6\u5c3a\u5bf8 - Lock Box Buddy \u5177\u6709\u4e24\u79cd\u5f00\u53e3\u5c3a\u5bf8\uff0c\u53ef\u5bb9\u7eb3\u5927\u591a\u6570\u6760\u6746\u628a\u624b\u3001\u95e8\u628a\u624b\u548c\u4efb\u4f55\u5e26\u5bc6\u7801\u7684\u5927\u9501\u76d2\u6216\u5c0f\u9501\u76d2\u3002\u67e5\u770b\u5217\u8868\u56fe\u7247\u4e86\u89e3\u66f4\u591a\u8be6\u60c5"},
  {"bullet_list": "  \ud835\udc12\ud835\udc1c\ud835\udc2b\ud835\udc1a\ud835\udc2d\ud835\udc1c\ud835\udc21-\ud835\udc05\ud835\udc2b\ud835\udc1e\ud835\udc1e \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc2d\ud835\udc1e\ud835\udc1c\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - The rubberized back pad on Lock Box Buddy prevents scratches on any door finish, offering extra protection for your doors, lever handles, spare key lock box, and key lock box for outside. No more worrying about scuffs or damage!  \ud835\udc05\ud835\udc1e\ud835\udc27\ud835\udc1c\ud835\udc1e \ud835\udc0c\ud835\udc28\ud835\udc2e\ud835\udc27\ud835\udc2d\ud835\udc22\ud835\udc27\ud835\udc20 \ud835\udc0e\ud835\udc29\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - Lock Box Buddy also has a Fence Buddy variation, which allows any outdoor key lock box to attach securely to fence posts. Fence Buddy can attach a lockbox with code, combo lock box, key safe lock box, smart lock box or a realtor key lock box to your fence  \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc1f\ud835\udc1e\ud835\udc2c\ud835\udc2c\ud835\udc22\ud835\udc28\ud835\udc27\ud835\udc1a\ud835\udc25'\ud835\udc2c \ud835\udc02\ud835\udc21\ud835\udc28\ud835\udc22\ud835\udc1c\ud835\udc1e - Trusted by real estate agents and realtors nationwide, Lock Box Buddy is the #1 real estate lock box for keys solution. When you need a door lock box, hide a key lock box, combination key lock box, or key keeper it can simplify your key management  "}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Lock Box Buddy"},
  {"Size": "1"}],
  "promotion_items": [{"title": "- Key Lock Box Portable with Removable Cable Shackle Indoor Outdoor Waterproof 4 Di...", "asin": "B09DGCMDW4", "price": "$26.99", "quantity": ""},
  {"title": "Puroma Lock Box, Large Key Lock Box Resettable Combination Code Lockbox, Portable Wall Mount Lockbox Waterproof Security Safe Box for Outside Outdoor Home Office Door Handle House Key, Gray (1 Pack)", "asin": "B07Z1Y4HY4", "price": "$16.14", "quantity": ""},
  {"title": "Key Lock Box Outdoor with Code \u2013 Realtor Security Lockbox for Spare Keys Outside \u2013 Rudy Run Combination Keybox for Home, Office, Garage, Apartment, and Airbnb - 1Pack", "asin": "B08FZ3SB5G", "price": "$27.99", "quantity": ""},
  {"title": "Puroma Key Lock Box, 4-Digit Combination Key Storage Lockbox, Portable Wall Mounted Security Lockbox with Code for Home, Flats, Realtors Garage Spare Keys (1 Pack, Grey)", "asin": "B0BLC4SHPR", "price": "$13.59", "quantity": ""},
  {"title": "Kingsley Guard-a-Key Black Realtor's Lockbox Portable Resettable Hanging Key Safe Combination Lock Box for House Keys, Realtors, Vacation Rentals, Black", "asin": "B00HMDX3B6", "price": "$15.72", "quantity": ""},
  {"title": "Puroma Lock Box, Portable Key Lock Box with Removable Cable Handle, Resettable Combination Lockbox Wall-Mounted Key Lockbox for House Key, Home, Office, Apartment Warehouse Key Storage (1 Pack, Grey)", "asin": "B0CPDJZS9B", "price": "$12.99", "quantity": ""},
  {"title": "WiFi Lock Box for Outside with Gateway, Remotely Control Smart Key Lock Box, Wirele...", "asin": "B0DQP6WW14", "price": "$159.99", "quantity": ""},
  {"title": "Lock Box Door Guard with Strap (R Logo Blue - 2 Pack)", "asin": "B092W5VTJJ", "price": "$9.95", "quantity": ""},
  {"title": "Kingsley Guard-a-Key Black Realtor's Lockbox Portable Resettable Hanging Key Safe Combination Lock Box for House Keys, Realtors, Vacation Rentals, Black", "asin": "B00HMDX3B6", "price": "$15.72", "quantity": ""},
  {"title": "SVD.PET Door Lever Lock (2 Pack) Child Proof Doors & Handles, Prevents Toddlers and Pets from Opening Doors. Unique Difficulty Adjustment, Easy One Hand Operation for Adults.", "asin": "B0CBLZ1HTC", "price": "$16.99", "quantity": ""},
  {"title": "Puroma Lock Box, Portable Key Lock Box with Removable Cable Handle, Resettable Combination Lockbox Wall-Mounted Key Lockbox for House Key, Home, Office, Apartment Warehouse Key Storage (1 Pack, Grey)", "asin": "B0CPDJZS9B", "price": "$12.99", "quantity": ""},
  {"title": "Puroma Lock Box Combination Key Lock Box, Wall-Mounted Portable Storage Lockbox for Keys with Resettable Code, Outside Safe Security Box for House, Apartment, Office Key Storage (1 Pack, Gray)", "asin": "B0DP2HZMZW", "price": "$9.99", "quantity": ""},
  {"title": "Puroma Lock Box, Large Key Lock Box Resettable Combination Code Lockbox, Portable Wall Mount Lockbox Waterproof Security Safe Box for Outside Outdoor Home Office Door Handle House Key, Gray (1 Pack)", "asin": "B07Z1Y4HY4", "price": "$16.14", "quantity": ""},
  {"title": "Key Lock Box Outdoor with Code \u2013 Realtor Security Lockbox for Spare Keys Outside \u2013 Rudy Run Combination Keybox for Home, Office, Garage, Apartment, and Airbnb - 1Pack", "asin": "B08FZ3SB5G", "price": "$27.99", "quantity": ""}]
  <|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": "2025-04-05T16:16:50.539Z", // 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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-05T16:12:44.292Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T16:12:47.862Z", "action": "input", "action_argument": "d"}
  {"timestamp": "2025-04-05T16:12:59.994Z", "action": "input", "action_argument": "door lever "}
  {"timestamp": "2025-04-05T16:13:00.058Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:13:06.395Z", "action": "click_product", "action_argument": "B07RVGYRL6"}
  {"timestamp": "2025-04-05T16:14:38.785Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T16:14:41.337Z", "action": "input", "action_argument": "door lever lock"}
  {"timestamp": "2025-04-05T16:14:41.351Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:15:24.960Z", "action": "input", "action_argument": "door lever lock with key"}
  {"timestamp": "2025-04-05T16:15:24.973Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-05T16:15:50.485Z", "action": "click_product", "action_argument": "B0BN4BPDR8"}
  {"timestamp": "2025-04-05T16:16:34.340Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:34.987Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:36.074Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:43.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:46.007Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:47.045Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:47.939Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T16:16:49.706Z", "action": "click", "action_argument": "other"}
  <|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": "key lock box for lever door handle"}],
  "cart_items": [{"title": "SAEEPABUL S200 Boxing Gloves for Men and Women Suitable for Boxing Kickboxing Mixed Martial Arts Maui Thai MMA Heavy Bag Fighting Training Raspberry, 12oz", "asin": "B0CZN5L7BL", "price": "$19.99", "quantity": "1"},
  {"title": "Rfiver Mobile TV Cart for 23-60 Inch LCD LED Flat Panel Curved Screen TVs up to 88 lbs, Height Adjustable Shelf Rolling Floor Stand with Wheels as a Movable Portable Stand, Max VESA 400x400mm", "asin": "B09CT7P4FC", "price": "$39.99", "quantity": "1"},
  {"title": "Grospe Hyalu B5 Serum 10 Sheet Mask, Multi-effect Repair Mask Moisturizing and Soothing Skin Diminishing Acne Marks, Beauty Mask For All Skin Care Type", "asin": "B0CL9RFN64", "price": "$16.99", "quantity": "1"},
  {"title": "De'Longhi Dedica Maestro Manual Espresso Machine", "asin": "B0DGRMXS9J", "price": "$299.95", "quantity": "1"},
  {"title": "De'Longhi Stilosa Manual Espresso Machine, Latte & Cappuccino Maker, 15 Bar Pump Pressure + Milk Frother Steam Wand, Black / Stainless, EC260BK, 13.5 x 8.07 x 11.22 inches", "asin": "B08C96BG9H", "price": "$75.99", "quantity": "1"},
  {"title": "5PCS Blackhead Remover Comedone Extractor, Curved Blackhead Tweezers Kit, Professional Stainless Pimple Acne Blemish Removal Tools Kit", "asin": "B089K6PMTD", "price": "$4.97", "quantity": "1"},
  {"title": "temple block, wooden clapper, wooden fish-a percussion instrument Buddhist Camphorwood Wooden Fish Temple Block Zen Drum with Mat", "asin": "B0B8C9BHW5", "price": "$17.99", "quantity": "1"},
  {"title": "LEXIVON Bike Torque Wrench 1/4-Inch Dr. 15-Piece Kit | 72-Tooth Gear, Dual-Direction Click Type 2~26 Nm / 17.7~230.1 in-lb (LX-191)", "asin": "B0BH57YJ8Z", "price": "$59.97", "quantity": "1"},
  {"title": "Amazon Kindle (16 GB) - Lightest and most compact Kindle, now with faster page turns, and higher contrast ratio, for an enhanced reading experience - Matcha", "asin": "B0CNVCQZG1", "price": "$109.99", "quantity": "1"},
  {"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$16.87", "quantity": "1"},
  {"title": "TOSGMY Gold Silver Rings for Women Non Tarnish Stackable Thin Gold Ring 18K Gold Plated Dainty Ring Set Trendy Thumb Pinky Knuckle Ring Wedding Bands Promise Engagement Gold Jewelry Rings Size 6 7 8 9 10 11", "asin": "B0D5L39V96", "price": "$12.98", "quantity": "1"},
  {"title": "DEARMAY Gold Bracelets for Women 14K Real Gold Plated Jewelry Sets Stack Trendy Dainty Stackable Paperclip Rope Snake Box Figaro Chain Bracelets Pack Costume Fashion Filled Gifts for Womens", "asin": "B0C2P72WY6", "price": "$16.99", "quantity": "1"},
  {"title": "TOBENY Stackable Gold Rings for Women Non Tarnish Dainty 14K Gold Plated Stacking Cubic Zirconia Thumb Ring Set Trendy Statement Promise Wedding Bands Engagement Rings for Women Size 6 7 8 9 10", "asin": "B0CQXHNBQ6", "price": "$13.98", "quantity": "1"},
  {"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$17.76", "quantity": "1"},
  {"title": "Lalord Pour Over Coffee Maker with Stainless Steel Filter, Borosilicate Glass Coffee Carafe, Modern Wooden Collar, Coffee Maker Carafe, Hold 2 Cups, 400 ml/13.5 oz, Clear", "asin": "B0BWH76HM3", "price": "$19.99", "quantity": "1"},
  {"title": "OdoBan Disinfectant Concentrate and Odor Eliminator, 1 Gallon, Original Eucalyptus Scent", "asin": "B079Z6MJB1", "price": "$9.98", "quantity": "1"},
  {"title": "PUMIEY Maxi Dresses for Women Square Neck Ribbed Long Bodycon Dress, Jet Black Medium", "asin": "B0CZD82Q1M", "price": "$14.99", "quantity": "1"},
  {"title": "PUMIEY Long Sleeve Shirts for Women Crew Neck Slim Fit Fall Tops Sexy Basic Tee, Splashed White Medium", "asin": "B0CHFPGGDG", "price": "$24.99", "quantity": "1"}],
  "product_details": [{"asin": "B0BN4BPDR8"},
  {"title": "Secure Lock Box Attachment for Lever Handles - Realtors, Vacation Rentals and Real Estate Agent Supplies - Realtor Supplies for Key Lock Box for Keys with Code (1 Pack)"},
  {"price": "$34.95"},
  {"bullet_list": "\ud835\udc12\ud835\udc1e\ud835\udc1c\ud835\udc2e\ud835\udc2b\ud835\udc1e \ud835\udc00\ud835\udc2d\ud835\udc2d\ud835\udc1a\ud835\udc1c\ud835\udc21\ud835\udc26\ud835\udc1e\ud835\udc27\ud835\udc2d - Lock Box Buddy secures lock boxes to exterior door lever handles, preventing them from falling off. Perfect for realtors or vacation rental owners who need an easy access key box for clients or guests \u5b89\u5168\u9644\u4ef6 - Lock Box Buddy \u5c06\u9501\u7bb1\u56fa\u5b9a\u5728\u5916\u95e8\u6760\u6746\u628a\u624b\u4e0a\uff0c\u9632\u6b62\u5b83\u4eec\u6389\u843d\u3002\u975e\u5e38\u9002\u5408\u9700\u8981\u4e3a\u5ba2\u6237\u6216\u5ba2\u4eba\u63d0\u4f9b\u4fbf\u6377\u8bbf\u95ee\u94a5\u5319\u7bb1\u7684\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u6216\u5ea6\u5047\u79df\u8d41\u4e1a\u4e3b \ud835\udc02\ud835\udc28\ud835\udc26\ud835\udc29\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc1b\ud835\udc25\ud835\udc1e \ud835\udc30\ud835\udc22\ud835\udc2d\ud835\udc21 \ud835\udc00\ud835\udc27\ud835\udc32 \ud835\udc0b\ud835\udc28\ud835\udc1c\ud835\udc24 \ud835\udc01\ud835\udc28\ud835\udc31 - Designed to fit any key lockbox (including Supra, SentriLock, and Master Lock) Lock Box Buddy offers dependable attachment for lock boxes of all shapes and sizes, making it a versatile choice for real estate professionals \u517c\u5bb9\u4efb\u4f55\u9501\u76d2 - \u65e8\u5728\u9002\u5408\u4efb\u4f55\u94a5\u5319\u9501\u76d2\uff08\u5305\u62ec Supra\u3001SentriLock \u548c Master Lock\uff09Lock Box Buddy \u4e3a\u5404\u79cd\u5f62\u72b6\u548c\u5927\u5c0f\u7684\u9501\u76d2\u63d0\u4f9b\u53ef\u9760\u7684\u9644\u4ef6\uff0c\u4f7f\u5176\u6210\u4e3a\u623f\u5730\u4ea7\u4e13\u4e1a\u4eba\u58eb\u7684\u591a\u529f\u80fd\u9009\u62e9 \ud835\udfcf\ud835\udfce\ud835\udfce% \ud835\udc03\ud835\udc22\ud835\udc1e-\ud835\udc02\ud835\udc1a\ud835\udc2c\ud835\udc2d \ud835\udc0c\ud835\udc1e\ud835\udc2d\ud835\udc1a\ud835\udc25 - Forged from 100% metal, Lock Box Buddy is built to last. Unlike other plastic small lockbox for keys outdoor, Lock Box Buddy is bolt cutter proof, offering unparalleled protection and ensuring your outdoor lock box stays where it\u2019s needed most 100% \u538b\u94f8\u91d1\u5c5e - \u7531 100% \u91d1\u5c5e\u953b\u9020\u800c\u6210\uff0cLock Box Buddy \u7ecf\u4e45\u8010\u7528\u3002\u4e0e\u5176\u4ed6\u7528\u4e8e\u6237\u5916\u94a5\u5319\u7684\u5851\u6599\u5c0f\u5bc6\u7801\u76d2\u4e0d\u540c\uff0cLock Box Buddy \u662f\u9632\u65ad\u7ebf\u94b3\u7684\uff0c\u63d0\u4f9b\u65e0\u4e0e\u4f26\u6bd4\u7684\u4fdd\u62a4\u5e76\u786e\u4fdd\u60a8\u7684\u6237\u5916\u9501\u76d2\u4fdd\u6301\u5728\u6700\u9700\u8981\u7684\u5730\u65b9 \ud835\udc0f\ud835\udc1e\ud835\udc2b\ud835\udc1f\ud835\udc1e\ud835\udc1c\ud835\udc2d \ud835\udc1f\ud835\udc28\ud835\udc2b \ud835\udc11\ud835\udc1e\ud835\udc1a\ud835\udc25\ud835\udc2d\ud835\udc28\ud835\udc2b\ud835\udc2c - Lock Box Buddy is a professional grade solution trusted by real estate agents nationwide. During your next showing, make the realtor lock box more accessible with Lock Box Buddy. It\u2019s a smart addition to any realtor\u2019s set of tools and supplies \u975e\u5e38\u9002\u5408\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba - Lock Box Buddy \u662f\u5168\u56fd\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u4fe1\u8d56\u7684\u4e13\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848\u3002\u5728\u60a8\u4e0b\u6b21\u5c55\u793a\u65f6\uff0c\u4f7f\u7528 Lock Box Buddy \u8ba9\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u9501\u76d2\u66f4\u5bb9\u6613\u63a5\u8fd1\u3002\u5b83\u662f\u5bf9\u4efb\u4f55\u623f\u5730\u4ea7\u7ecf\u7eaa\u4eba\u7684\u5de5\u5177\u548c\u7528\u54c1\u96c6\u7684\u660e\u667a\u8865\u5145 \ud835\udc08\ud835\udc1d\ud835\udc1e\ud835\udc1a\ud835\udc25 \ud835\udc1f\ud835\udc28\ud835\udc2b \ud835\udc15\ud835\udc1a\ud835\udc1c\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 \ud835\udc11\ud835\udc1e\ud835\udc27\ud835\udc2d\ud835\udc1a\ud835\udc25\ud835\udc2c - Vacation rental owners rejoice! Attaching your keybox to a fence post or lever handle door was a pain, but that's about to change. With its patented design, Lock Box Buddy makes accessing your combination lock box easier for guests and staff \u5ea6\u5047\u79df\u8d41\u7684\u7406\u60f3\u9009\u62e9 - \u5ea6\u5047\u79df\u8d41\u4e1a\u4e3b\u6b22\u6b23\u9f13\u821e\uff01\u5c06\u94a5\u5319\u76d2\u8fde\u63a5\u5230\u6805\u680f\u67f1\u6216\u6760\u6746\u628a\u624b\u95e8\u4e0a\u5f88\u75db\u82e6\uff0c\u4f46\u8fd9\u79cd\u60c5\u51b5\u5373\u5c06\u6539\u53d8\u3002\u51ed\u501f\u5176\u4e13\u5229\u8bbe\u8ba1\uff0cLock Box Buddy \u4f7f\u5ba2\u4eba\u548c\u5458\u5de5\u66f4\u5bb9\u6613\u8bbf\u95ee\u60a8\u7684\u5bc6\u7801\u9501\u76d2 \ud835\udc04\ud835\udc1a\ud835\udc2c\ud835\udc32 \ud835\udc08\ud835\udc27\ud835\udc2c\ud835\udc2d\ud835\udc1a\ud835\udc25\ud835\udc25\ud835\udc1a\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - Installation is simple: Place LockBoxBuddy over the door handle, insert the metal loop through the slot, and attach your lock box. That's it! In seconds you have a secure, accessible key lock box with code. No complicated setup required \u6613\u4e8e\u5b89\u88c5 - \u5b89\u88c5\u7b80\u5355\uff1a\u5c06 LockBoxBuddy \u653e\u5728\u95e8\u628a\u624b\u4e0a\uff0c\u5c06\u91d1\u5c5e\u73af\u63d2\u5165\u63d2\u69fd\uff0c\u7136\u540e\u8fde\u63a5\u60a8\u7684\u9501\u76d2\u3002\u5c31\u662f\u8fd9\u6837\uff01\u51e0\u79d2\u949f\u5185\uff0c\u60a8\u5c31\u62e5\u6709\u4e86\u4e00\u4e2a\u5b89\u5168\u3001\u53ef\u8bbf\u95ee\u7684\u5e26\u6709\u5bc6\u7801\u7684\u94a5\u5319\u9501\u76d2\u3002\u65e0\u9700\u590d\u6742\u7684\u8bbe\u7f6e \ud835\udc13\ud835\udc30\ud835\udc28 \ud835\udc00\ud835\udc2d\ud835\udc2d\ud835\udc1a\ud835\udc1c\ud835\udc21\ud835\udc26\ud835\udc1e\ud835\udc27\ud835\udc2d \ud835\udc12\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc2c - Lock Box Buddy features two opening sizes to accommodate most lever handles, doorknobs and any large lock box or small lock box with code. See listing images for more details \u4e24\u79cd\u9644\u4ef6\u5c3a\u5bf8 - Lock Box Buddy \u5177\u6709\u4e24\u79cd\u5f00\u53e3\u5c3a\u5bf8\uff0c\u53ef\u5bb9\u7eb3\u5927\u591a\u6570\u6760\u6746\u628a\u624b\u3001\u95e8\u628a\u624b\u548c\u4efb\u4f55\u5e26\u5bc6\u7801\u7684\u5927\u9501\u76d2\u6216\u5c0f\u9501\u76d2\u3002\u67e5\u770b\u5217\u8868\u56fe\u7247\u4e86\u89e3\u66f4\u591a\u8be6\u60c5"},
  {"bullet_list": "  \ud835\udc12\ud835\udc1c\ud835\udc2b\ud835\udc1a\ud835\udc2d\ud835\udc1c\ud835\udc21-\ud835\udc05\ud835\udc2b\ud835\udc1e\ud835\udc1e \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc2d\ud835\udc1e\ud835\udc1c\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - The rubberized back pad on Lock Box Buddy prevents scratches on any door finish, offering extra protection for your doors, lever handles, spare key lock box, and key lock box for outside. No more worrying about scuffs or damage!  \ud835\udc05\ud835\udc1e\ud835\udc27\ud835\udc1c\ud835\udc1e \ud835\udc0c\ud835\udc28\ud835\udc2e\ud835\udc27\ud835\udc2d\ud835\udc22\ud835\udc27\ud835\udc20 \ud835\udc0e\ud835\udc29\ud835\udc2d\ud835\udc22\ud835\udc28\ud835\udc27 - Lock Box Buddy also has a Fence Buddy variation, which allows any outdoor key lock box to attach securely to fence posts. Fence Buddy can attach a lockbox with code, combo lock box, key safe lock box, smart lock box or a realtor key lock box to your fence  \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc1f\ud835\udc1e\ud835\udc2c\ud835\udc2c\ud835\udc22\ud835\udc28\ud835\udc27\ud835\udc1a\ud835\udc25'\ud835\udc2c \ud835\udc02\ud835\udc21\ud835\udc28\ud835\udc22\ud835\udc1c\ud835\udc1e - Trusted by real estate agents and realtors nationwide, Lock Box Buddy is the #1 real estate lock box for keys solution. When you need a door lock box, hide a key lock box, combination key lock box, or key keeper it can simplify your key management  "}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Lock Box Buddy"},
  {"Size": "1"}],
  "promotion_items": [{"title": "- Key Lock Box Portable with Removable Cable Shackle Indoor Outdoor Waterproof 4 Di...", "asin": "B09DGCMDW4", "price": "$26.99", "quantity": ""},
  {"title": "Puroma Lock Box, Large Key Lock Box Resettable Combination Code Lockbox, Portable Wall Mount Lockbox Waterproof Security Safe Box for Outside Outdoor Home Office Door Handle House Key, Gray (1 Pack)", "asin": "B07Z1Y4HY4", "price": "$16.14", "quantity": ""},
  {"title": "Key Lock Box Outdoor with Code \u2013 Realtor Security Lockbox for Spare Keys Outside \u2013 Rudy Run Combination Keybox for Home, Office, Garage, Apartment, and Airbnb - 1Pack", "asin": "B08FZ3SB5G", "price": "$27.99", "quantity": ""},
  {"title": "Puroma Key Lock Box, 4-Digit Combination Key Storage Lockbox, Portable Wall Mounted Security Lockbox with Code for Home, Flats, Realtors Garage Spare Keys (1 Pack, Grey)", "asin": "B0BLC4SHPR", "price": "$13.59", "quantity": ""},
  {"title": "Kingsley Guard-a-Key Black Realtor's Lockbox Portable Resettable Hanging Key Safe Combination Lock Box for House Keys, Realtors, Vacation Rentals, Black", "asin": "B00HMDX3B6", "price": "$15.72", "quantity": ""},
  {"title": "Puroma Lock Box, Portable Key Lock Box with Removable Cable Handle, Resettable Combination Lockbox Wall-Mounted Key Lockbox for House Key, Home, Office, Apartment Warehouse Key Storage (1 Pack, Grey)", "asin": "B0CPDJZS9B", "price": "$12.99", "quantity": ""},
  {"title": "WiFi Lock Box for Outside with Gateway, Remotely Control Smart Key Lock Box, Wirele...", "asin": "B0DQP6WW14", "price": "$159.99", "quantity": ""},
  {"title": "Lock Box Door Guard with Strap (R Logo Blue - 2 Pack)", "asin": "B092W5VTJJ", "price": "$9.95", "quantity": ""},
  {"title": "Kingsley Guard-a-Key Black Realtor's Lockbox Portable Resettable Hanging Key Safe Combination Lock Box for House Keys, Realtors, Vacation Rentals, Black", "asin": "B00HMDX3B6", "price": "$15.72", "quantity": ""},
  {"title": "SVD.PET Door Lever Lock (2 Pack) Child Proof Doors & Handles, Prevents Toddlers and Pets from Opening Doors. Unique Difficulty Adjustment, Easy One Hand Operation for Adults.", "asin": "B0CBLZ1HTC", "price": "$16.99", "quantity": ""},
  {"title": "Puroma Lock Box, Portable Key Lock Box with Removable Cable Handle, Resettable Combination Lockbox Wall-Mounted Key Lockbox for House Key, Home, Office, Apartment Warehouse Key Storage (1 Pack, Grey)", "asin": "B0CPDJZS9B", "price": "$12.99", "quantity": ""},
  {"title": "Puroma Lock Box Combination Key Lock Box, Wall-Mounted Portable Storage Lockbox for Keys with Resettable Code, Outside Safe Security Box for House, Apartment, Office Key Storage (1 Pack, Gray)", "asin": "B0DP2HZMZW", "price": "$9.99", "quantity": ""},
  {"title": "Puroma Lock Box, Large Key Lock Box Resettable Combination Code Lockbox, Portable Wall Mount Lockbox Waterproof Security Safe Box for Outside Outdoor Home Office Door Handle House Key, Gray (1 Pack)", "asin": "B07Z1Y4HY4", "price": "$16.14", "quantity": ""},
  {"title": "Key Lock Box Outdoor with Code \u2013 Realtor Security Lockbox for Spare Keys Outside \u2013 Rudy Run Combination Keybox for Home, Office, Garage, Apartment, and Airbnb - 1Pack", "asin": "B08FZ3SB5G", "price": "$27.99", "quantity": ""}]
  <|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": "2025-04-05T16:16:50.539Z", // 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>
  