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": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
  {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
  {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
  {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
  {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
  {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
  {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
  {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
  {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
  {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
  {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
  {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
  {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
  <|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": "apple watch \u8868\u5e26 light gray nylon"}],
  "cart_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
  {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
  {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
  {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
  {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
  {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
  {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
  {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
  {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
  {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
  {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
  {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
  {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
  {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
  {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
  {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}],
  "product_details": [{"asin": "B08ZSHTCTJ"},
  {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray"},
  {"price": "$8.54"},
  {"bullet_list": "\u3010Skin - Friendly and Breathable\u3011Our Maleden apple watch bands offer exceptional comfort, especially for extended wear. Made from premium stretch nylon material, they are soft, lightweight, and extremely breathable. The elastic nylon materials are skin - friendly, durable, flexible, and reusable. These bands closely fit the wrist without causing irritation, whether for men or women. With adjustable matte stainless steel buckles, they can easily accommodate wrist sizes ranging from 4.5\" - 9.6\" (114mm - 245mm), just like a sports band for the Apple Watch, making it easy to put on and off. \u3010Universal Compatibility\u3011These watch bands are highly compatible with all Apple Watch models. Whether it's the latest Apple Watch Ultra 2 or an older model like the Series 1, including specific bands like the apple watch 10 band, apple watch se band, apple watch series 10 bands for women, apple watch se 2nd generation band, 40mm apple watch bands for women, 42mm apple watch band, they are all suitable choices. They are perfect for iWatch series 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, SE, Ultra, Ultra 2, Edition, Sport, ensuring a perfect match for your specific device. \u3010Comfortable for Daily Use and Workout\u3011For those with an active lifestyle, our Maleden apple watch bands are ideal. Unlike silicone bands that can become sticky when sweaty, these nylon wristbands stay cool and dry. They don't stick to the skin, allowing for a seamless experience during workouts such as running or at the gym, as well as for daily activities like household chores. \u3010Stylish and Colorful Options\u3011It offers the opportunity to express style and personality with your Apple Watch. Each band is designed to look great and match different outfits, whether for a special occasion or a casual day. \u3010Superior Quality and Great Gift Option\u3011We ensure superior quality for our apple watch bands for women, men, and all users. Made of durable and flexible elastic nylon materials, they are reusable. If you encounter any quality problems, please contact us and we offer 12 - hour quick - reply for any questions. These solace apple watch bands for women make a great gift choice for various occasions such as weddings, birthdays, Valentine's Day, Christmas, and Thanksgiving Day."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "2PC-Black+Gray"},
  {"Size": "38mm/40mm/41mm"}],
  "promotion_items": [{"title": "Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men", "asin": "B0B7CZDQ92", "price": "$9.99", "quantity": ""},
  {"title": "Maledan 6 Pack Bands Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Silicone Sport Replacement Band for iWatch Apple Watch Series 10 9 8 7 6 5 4 3 SE Ultra", "asin": "B09734HL5Z", "price": "$8.99", "quantity": ""},
  {"title": "Lerobo Compatible with Apple Watch Band 44mm 45mm 46mm 42mm 49mm Men Women,Soft Silicone Breathable Sport Bands Compatible for Apple Watch Ultra 2 Band SE iWatch Series 10 9 8 7 6 5 4 3 2 1 Black", "asin": "B09131JLC1", "price": "$5.21", "quantity": ""},
  {"title": "4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE", "asin": "B09JP22MLJ", "price": "$7.99", "quantity": ""},
  {"title": "HOPO Compatible With Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Thin Light Resin Strap Bracelet With Stainless Steel Buckle Replacement For iWatch Series SE Series 10 9 8 7 Ultra 6 5 4 3 2 1 for Women Men", "asin": "5b9bbf53", "price": "$7.64", "quantity": ""},
  {"title": "Bandiction Compatible with Apple Watch Series 3 42mm Series 5 44mm iWatch Bands 42mm 44mm 45mm 46mm 49mm, Soft Silicone Sport Replacement Strap Compatible for iWatch SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B08QD1WH3C", "price": "$8.98", "quantity": ""},
  {"title": "Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...", "asin": "B0D2H67XGX", "price": "$4.99", "quantity": ""},
  {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCV38FZ", "price": "$9.99", "quantity": ""},
  {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Seri...", "asin": "B0BJD28RS9", "price": "$10.07", "quantity": ""},
  {"title": "Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm...", "asin": "B096SB6GVV", "price": "$8.54", "quantity": ""},
  {"title": "Stretchy Nylon Solo Loop Bands Compatible with Apple Watch 38mm 40mm 41mm 42mm 44mm...", "asin": "B08Q2YN22T", "price": "$9.99", "quantity": ""},
  {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""},
  {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}],
  "comparison_items": [{"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54"},
  {"title": "Vcegari Stretchy Nylon Solo Loop Compatible with Apple Watch Bands for Women 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm, Adjustable Elastic Braided Strap for iWatch Series 10 9 8 7 6 5 4 3 2 SE Ultra 2", "asin": "B08M5LFLVW", "price": "$8.99"},
  {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF86Q2", "price": "$4.99"},
  {"title": "DaQin Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm Women Men, Stretchy Nylon Boho Solo Loop Elastic Braided Sport Band for Apple Watch SE iWatch Series 10 9 8 7 6 5 4 3 2 1", "asin": "B09Q5V64LK", "price": "$14.99"},
  {"title": "Cangroo Stretchy Nylon Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 42mm 41mm Ultra 2 Band 49mm Series 6 5 4 SE 44mm 40mm Series 3 2 1 38mm Men iWatch Bands Women Elastic Solo Loop Strap", "asin": "B0CM9GG6C7", "price": "$5.69"},
  {"title": "Omnillert Smooth Stretchy Band Compatible with Apple Watch Series 10 9 8 7 6 5 4 3 SE Bands Women Men, Stylish Gradient Color Elastic Band for iWatch Apple Watch 38 40 41 42 44 45 46 49 mm Accessories", "asin": "B0DH3B1BM3", "price": "$9.99"}]
  <|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": "2025-04-08T02:28:52.692Z", // 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": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
  {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
  {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
  {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
  {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
  {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
  {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
  {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
  {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
  {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
  {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
  {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
  {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
  <|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": "apple watch \u8868\u5e26 light gray nylon"}],
  "cart_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
  {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
  {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
  {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
  {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
  {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
  {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
  {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
  {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
  {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
  {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
  {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
  {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
  {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
  {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
  {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}],
  "product_details": [{"asin": "B08ZSHTCTJ"},
  {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray"},
  {"price": "$8.54"},
  {"bullet_list": "\u3010Skin - Friendly and Breathable\u3011Our Maleden apple watch bands offer exceptional comfort, especially for extended wear. Made from premium stretch nylon material, they are soft, lightweight, and extremely breathable. The elastic nylon materials are skin - friendly, durable, flexible, and reusable. These bands closely fit the wrist without causing irritation, whether for men or women. With adjustable matte stainless steel buckles, they can easily accommodate wrist sizes ranging from 4.5\" - 9.6\" (114mm - 245mm), just like a sports band for the Apple Watch, making it easy to put on and off. \u3010Universal Compatibility\u3011These watch bands are highly compatible with all Apple Watch models. Whether it's the latest Apple Watch Ultra 2 or an older model like the Series 1, including specific bands like the apple watch 10 band, apple watch se band, apple watch series 10 bands for women, apple watch se 2nd generation band, 40mm apple watch bands for women, 42mm apple watch band, they are all suitable choices. They are perfect for iWatch series 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, SE, Ultra, Ultra 2, Edition, Sport, ensuring a perfect match for your specific device. \u3010Comfortable for Daily Use and Workout\u3011For those with an active lifestyle, our Maleden apple watch bands are ideal. Unlike silicone bands that can become sticky when sweaty, these nylon wristbands stay cool and dry. They don't stick to the skin, allowing for a seamless experience during workouts such as running or at the gym, as well as for daily activities like household chores. \u3010Stylish and Colorful Options\u3011It offers the opportunity to express style and personality with your Apple Watch. Each band is designed to look great and match different outfits, whether for a special occasion or a casual day. \u3010Superior Quality and Great Gift Option\u3011We ensure superior quality for our apple watch bands for women, men, and all users. Made of durable and flexible elastic nylon materials, they are reusable. If you encounter any quality problems, please contact us and we offer 12 - hour quick - reply for any questions. These solace apple watch bands for women make a great gift choice for various occasions such as weddings, birthdays, Valentine's Day, Christmas, and Thanksgiving Day."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "2PC-Black+Gray"},
  {"Size": "38mm/40mm/41mm"}],
  "promotion_items": [{"title": "Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men", "asin": "B0B7CZDQ92", "price": "$9.99", "quantity": ""},
  {"title": "Maledan 6 Pack Bands Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Silicone Sport Replacement Band for iWatch Apple Watch Series 10 9 8 7 6 5 4 3 SE Ultra", "asin": "B09734HL5Z", "price": "$8.99", "quantity": ""},
  {"title": "Lerobo Compatible with Apple Watch Band 44mm 45mm 46mm 42mm 49mm Men Women,Soft Silicone Breathable Sport Bands Compatible for Apple Watch Ultra 2 Band SE iWatch Series 10 9 8 7 6 5 4 3 2 1 Black", "asin": "B09131JLC1", "price": "$5.21", "quantity": ""},
  {"title": "4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE", "asin": "B09JP22MLJ", "price": "$7.99", "quantity": ""},
  {"title": "HOPO Compatible With Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Thin Light Resin Strap Bracelet With Stainless Steel Buckle Replacement For iWatch Series SE Series 10 9 8 7 Ultra 6 5 4 3 2 1 for Women Men", "asin": "5b9bbf53", "price": "$7.64", "quantity": ""},
  {"title": "Bandiction Compatible with Apple Watch Series 3 42mm Series 5 44mm iWatch Bands 42mm 44mm 45mm 46mm 49mm, Soft Silicone Sport Replacement Strap Compatible for iWatch SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B08QD1WH3C", "price": "$8.98", "quantity": ""},
  {"title": "Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...", "asin": "B0D2H67XGX", "price": "$4.99", "quantity": ""},
  {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCV38FZ", "price": "$9.99", "quantity": ""},
  {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Seri...", "asin": "B0BJD28RS9", "price": "$10.07", "quantity": ""},
  {"title": "Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm...", "asin": "B096SB6GVV", "price": "$8.54", "quantity": ""},
  {"title": "Stretchy Nylon Solo Loop Bands Compatible with Apple Watch 38mm 40mm 41mm 42mm 44mm...", "asin": "B08Q2YN22T", "price": "$9.99", "quantity": ""},
  {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""},
  {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}],
  "comparison_items": [{"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54"},
  {"title": "Vcegari Stretchy Nylon Solo Loop Compatible with Apple Watch Bands for Women 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm, Adjustable Elastic Braided Strap for iWatch Series 10 9 8 7 6 5 4 3 2 SE Ultra 2", "asin": "B08M5LFLVW", "price": "$8.99"},
  {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF86Q2", "price": "$4.99"},
  {"title": "DaQin Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm Women Men, Stretchy Nylon Boho Solo Loop Elastic Braided Sport Band for Apple Watch SE iWatch Series 10 9 8 7 6 5 4 3 2 1", "asin": "B09Q5V64LK", "price": "$14.99"},
  {"title": "Cangroo Stretchy Nylon Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 42mm 41mm Ultra 2 Band 49mm Series 6 5 4 SE 44mm 40mm Series 3 2 1 38mm Men iWatch Bands Women Elastic Solo Loop Strap", "asin": "B0CM9GG6C7", "price": "$5.69"},
  {"title": "Omnillert Smooth Stretchy Band Compatible with Apple Watch Series 10 9 8 7 6 5 4 3 SE Bands Women Men, Stylish Gradient Color Elastic Band for iWatch Apple Watch 38 40 41 42 44 45 46 49 mm Accessories", "asin": "B0DH3B1BM3", "price": "$9.99"}]
  <|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": "2025-04-08T02:28:52.692Z", // 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": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
  {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
  {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
  {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
  {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
  {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
  {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
  {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
  {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
  {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
  {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
  {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
  {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
  <|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": "apple watch \u8868\u5e26 light gray nylon"}],
  "cart_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
  {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
  {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
  {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
  {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
  {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
  {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
  {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
  {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
  {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
  {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
  {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
  {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
  {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
  {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
  {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}],
  "product_details": [{"asin": "B08ZSHTCTJ"},
  {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray"},
  {"price": "$8.54"},
  {"bullet_list": "\u3010Skin - Friendly and Breathable\u3011Our Maleden apple watch bands offer exceptional comfort, especially for extended wear. Made from premium stretch nylon material, they are soft, lightweight, and extremely breathable. The elastic nylon materials are skin - friendly, durable, flexible, and reusable. These bands closely fit the wrist without causing irritation, whether for men or women. With adjustable matte stainless steel buckles, they can easily accommodate wrist sizes ranging from 4.5\" - 9.6\" (114mm - 245mm), just like a sports band for the Apple Watch, making it easy to put on and off. \u3010Universal Compatibility\u3011These watch bands are highly compatible with all Apple Watch models. Whether it's the latest Apple Watch Ultra 2 or an older model like the Series 1, including specific bands like the apple watch 10 band, apple watch se band, apple watch series 10 bands for women, apple watch se 2nd generation band, 40mm apple watch bands for women, 42mm apple watch band, they are all suitable choices. They are perfect for iWatch series 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, SE, Ultra, Ultra 2, Edition, Sport, ensuring a perfect match for your specific device. \u3010Comfortable for Daily Use and Workout\u3011For those with an active lifestyle, our Maleden apple watch bands are ideal. Unlike silicone bands that can become sticky when sweaty, these nylon wristbands stay cool and dry. They don't stick to the skin, allowing for a seamless experience during workouts such as running or at the gym, as well as for daily activities like household chores. \u3010Stylish and Colorful Options\u3011It offers the opportunity to express style and personality with your Apple Watch. Each band is designed to look great and match different outfits, whether for a special occasion or a casual day. \u3010Superior Quality and Great Gift Option\u3011We ensure superior quality for our apple watch bands for women, men, and all users. Made of durable and flexible elastic nylon materials, they are reusable. If you encounter any quality problems, please contact us and we offer 12 - hour quick - reply for any questions. These solace apple watch bands for women make a great gift choice for various occasions such as weddings, birthdays, Valentine's Day, Christmas, and Thanksgiving Day."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "2PC-Black+Gray"},
  {"Size": "38mm/40mm/41mm"}],
  "promotion_items": [{"title": "Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men", "asin": "B0B7CZDQ92", "price": "$9.99", "quantity": ""},
  {"title": "Maledan 6 Pack Bands Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Silicone Sport Replacement Band for iWatch Apple Watch Series 10 9 8 7 6 5 4 3 SE Ultra", "asin": "B09734HL5Z", "price": "$8.99", "quantity": ""},
  {"title": "Lerobo Compatible with Apple Watch Band 44mm 45mm 46mm 42mm 49mm Men Women,Soft Silicone Breathable Sport Bands Compatible for Apple Watch Ultra 2 Band SE iWatch Series 10 9 8 7 6 5 4 3 2 1 Black", "asin": "B09131JLC1", "price": "$5.21", "quantity": ""},
  {"title": "4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE", "asin": "B09JP22MLJ", "price": "$7.99", "quantity": ""},
  {"title": "HOPO Compatible With Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Thin Light Resin Strap Bracelet With Stainless Steel Buckle Replacement For iWatch Series SE Series 10 9 8 7 Ultra 6 5 4 3 2 1 for Women Men", "asin": "5b9bbf53", "price": "$7.64", "quantity": ""},
  {"title": "Bandiction Compatible with Apple Watch Series 3 42mm Series 5 44mm iWatch Bands 42mm 44mm 45mm 46mm 49mm, Soft Silicone Sport Replacement Strap Compatible for iWatch SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B08QD1WH3C", "price": "$8.98", "quantity": ""},
  {"title": "Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...", "asin": "B0D2H67XGX", "price": "$4.99", "quantity": ""},
  {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCV38FZ", "price": "$9.99", "quantity": ""},
  {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Seri...", "asin": "B0BJD28RS9", "price": "$10.07", "quantity": ""},
  {"title": "Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm...", "asin": "B096SB6GVV", "price": "$8.54", "quantity": ""},
  {"title": "Stretchy Nylon Solo Loop Bands Compatible with Apple Watch 38mm 40mm 41mm 42mm 44mm...", "asin": "B08Q2YN22T", "price": "$9.99", "quantity": ""},
  {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""},
  {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}],
  "comparison_items": [{"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54"},
  {"title": "Vcegari Stretchy Nylon Solo Loop Compatible with Apple Watch Bands for Women 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm, Adjustable Elastic Braided Strap for iWatch Series 10 9 8 7 6 5 4 3 2 SE Ultra 2", "asin": "B08M5LFLVW", "price": "$8.99"},
  {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF86Q2", "price": "$4.99"},
  {"title": "DaQin Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm Women Men, Stretchy Nylon Boho Solo Loop Elastic Braided Sport Band for Apple Watch SE iWatch Series 10 9 8 7 6 5 4 3 2 1", "asin": "B09Q5V64LK", "price": "$14.99"},
  {"title": "Cangroo Stretchy Nylon Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 42mm 41mm Ultra 2 Band 49mm Series 6 5 4 SE 44mm 40mm Series 3 2 1 38mm Men iWatch Bands Women Elastic Solo Loop Strap", "asin": "B0CM9GG6C7", "price": "$5.69"},
  {"title": "Omnillert Smooth Stretchy Band Compatible with Apple Watch Series 10 9 8 7 6 5 4 3 SE Bands Women Men, Stylish Gradient Color Elastic Band for iWatch Apple Watch 38 40 41 42 44 45 46 49 mm Accessories", "asin": "B0DH3B1BM3", "price": "$9.99"}]
  <|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": "2025-04-08T02:28:52.692Z", // 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>
  