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": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"}
  {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"}
  {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"}
  {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"}
  {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"}
  {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}
  {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"}
  {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"}
  {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"}
  {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"}
  {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"}
  {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"}
  {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"}
  {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"}
  <|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": ""}],
  "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": "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": "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": "$66.49", "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": "$20.76", "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": "$24.99", "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": "B0CMVJXXZ2"},
  {"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)"},
  {"price": "$44.97"},
  {"bullet_list": "1344 Wipes in 16 Packs of Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented CLINICALLY PROVEN: Pampers Sensitive baby wipes are clinically proven for baby\u2019s sensitive skin SKIN-LOVING: Pampers Sensitive baby wipes help restore skin\u2019s natural pH levels, helping to improve skin with every wipe. Skin Health Alliance Dermatologist Approved. FREE OF: Pampers Sensitive baby wipes are gentle, hypoallergenic, unscented, 0% alcohol, fragrance, parabens and latex* (*No rubbing alcohol and no natural rubber latex) TRUSTWORTHY: Pampers Sensitive baby wipes are from Pampers, the #1 pediatrician recommended brand THICK AND SOFT: Pampers Sensitive baby wipes gently clean and care for your baby\u2019s delicate skin"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "product_options": [{"Size": "56 Count (Pack of 1)"}],
  "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""},
  {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary", "asin": "B008KJEYLO", "price": "$39.97", "quantity": ""},
  {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs)", "asin": "B0CMW1GQRK", "price": "$44.97", "quantity": ""},
  {"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)", "asin": "B0DJ3W24MV", "price": "$39.97", "quantity": ""},
  {"title": "The Honest Company Clean Conscious Diapers for Sensitive Skin | Hypoallergenic, Fragrance Free | Gender Neutral Prints | Super Club Box, Size 7 (41+ lbs), 64 Count", "asin": "B0CKV1GY39", "price": "$49.99", "quantity": ""},
  {"title": "Eco by Naty Flushable Baby Wipes - Compostable and Plant-Based Wipes, Chemical-Free and Hypoallergenic Baby Wipes Safe for Baby Sensitive Skin, 56 Wipes Per Pack (3 Pk)", "asin": "B08WD8X1N6", "price": "$12.99", "quantity": ""},
  {"title": "hiccapop Baby Wipe Warmer and Baby Wet Wipes Dispenser | Baby Wipes Warmer for Babies | Diaper Wipe Warmer with Changing Light", "asin": "B01LZJVSTE", "price": "$35.00", "quantity": ""}],
  "comparison_items": [{"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)", "asin": "B0CMVJXXZ2", "price": "$44.97"},
  {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37"},
  {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99"},
  {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97"},
  {"title": "Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)", "asin": "B0CMVPQJ51", "price": "$23.47"},
  {"title": "Pampers Sensitive Wipes Convenience Pack 18 CT (Pack of 16)", "asin": "B00KOCN2UY", "price": "$29.22"}]
  <|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": "2025-04-20T14:14:14.950Z", // 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": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"}
  {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"}
  {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"}
  {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"}
  {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"}
  {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}
  {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"}
  {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"}
  {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"}
  {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"}
  {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"}
  {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"}
  {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"}
  {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"}
  <|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": ""}],
  "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": "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": "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": "$66.49", "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": "$20.76", "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": "$24.99", "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": "B0CMVJXXZ2"},
  {"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)"},
  {"price": "$44.97"},
  {"bullet_list": "1344 Wipes in 16 Packs of Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented CLINICALLY PROVEN: Pampers Sensitive baby wipes are clinically proven for baby\u2019s sensitive skin SKIN-LOVING: Pampers Sensitive baby wipes help restore skin\u2019s natural pH levels, helping to improve skin with every wipe. Skin Health Alliance Dermatologist Approved. FREE OF: Pampers Sensitive baby wipes are gentle, hypoallergenic, unscented, 0% alcohol, fragrance, parabens and latex* (*No rubbing alcohol and no natural rubber latex) TRUSTWORTHY: Pampers Sensitive baby wipes are from Pampers, the #1 pediatrician recommended brand THICK AND SOFT: Pampers Sensitive baby wipes gently clean and care for your baby\u2019s delicate skin"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "product_options": [{"Size": "56 Count (Pack of 1)"}],
  "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""},
  {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary", "asin": "B008KJEYLO", "price": "$39.97", "quantity": ""},
  {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs)", "asin": "B0CMW1GQRK", "price": "$44.97", "quantity": ""},
  {"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)", "asin": "B0DJ3W24MV", "price": "$39.97", "quantity": ""},
  {"title": "The Honest Company Clean Conscious Diapers for Sensitive Skin | Hypoallergenic, Fragrance Free | Gender Neutral Prints | Super Club Box, Size 7 (41+ lbs), 64 Count", "asin": "B0CKV1GY39", "price": "$49.99", "quantity": ""},
  {"title": "Eco by Naty Flushable Baby Wipes - Compostable and Plant-Based Wipes, Chemical-Free and Hypoallergenic Baby Wipes Safe for Baby Sensitive Skin, 56 Wipes Per Pack (3 Pk)", "asin": "B08WD8X1N6", "price": "$12.99", "quantity": ""},
  {"title": "hiccapop Baby Wipe Warmer and Baby Wet Wipes Dispenser | Baby Wipes Warmer for Babies | Diaper Wipe Warmer with Changing Light", "asin": "B01LZJVSTE", "price": "$35.00", "quantity": ""}],
  "comparison_items": [{"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)", "asin": "B0CMVJXXZ2", "price": "$44.97"},
  {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37"},
  {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99"},
  {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97"},
  {"title": "Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)", "asin": "B0CMVPQJ51", "price": "$23.47"},
  {"title": "Pampers Sensitive Wipes Convenience Pack 18 CT (Pack of 16)", "asin": "B00KOCN2UY", "price": "$29.22"}]
  <|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": "2025-04-20T14:14:14.950Z", // 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": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"}
  {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"}
  {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"}
  {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"}
  {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"}
  {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}
  {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"}
  {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"}
  {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"}
  {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"}
  {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"}
  {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"}
  {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"}
  {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"}
  <|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": ""}],
  "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": "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": "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": "$66.49", "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": "$20.76", "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": "$24.99", "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": "B0CMVJXXZ2"},
  {"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)"},
  {"price": "$44.97"},
  {"bullet_list": "1344 Wipes in 16 Packs of Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented CLINICALLY PROVEN: Pampers Sensitive baby wipes are clinically proven for baby\u2019s sensitive skin SKIN-LOVING: Pampers Sensitive baby wipes help restore skin\u2019s natural pH levels, helping to improve skin with every wipe. Skin Health Alliance Dermatologist Approved. FREE OF: Pampers Sensitive baby wipes are gentle, hypoallergenic, unscented, 0% alcohol, fragrance, parabens and latex* (*No rubbing alcohol and no natural rubber latex) TRUSTWORTHY: Pampers Sensitive baby wipes are from Pampers, the #1 pediatrician recommended brand THICK AND SOFT: Pampers Sensitive baby wipes gently clean and care for your baby\u2019s delicate skin"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "product_options": [{"Size": "56 Count (Pack of 1)"}],
  "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""},
  {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary", "asin": "B008KJEYLO", "price": "$39.97", "quantity": ""},
  {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs)", "asin": "B0CMW1GQRK", "price": "$44.97", "quantity": ""},
  {"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)", "asin": "B0DJ3W24MV", "price": "$39.97", "quantity": ""},
  {"title": "The Honest Company Clean Conscious Diapers for Sensitive Skin | Hypoallergenic, Fragrance Free | Gender Neutral Prints | Super Club Box, Size 7 (41+ lbs), 64 Count", "asin": "B0CKV1GY39", "price": "$49.99", "quantity": ""},
  {"title": "Eco by Naty Flushable Baby Wipes - Compostable and Plant-Based Wipes, Chemical-Free and Hypoallergenic Baby Wipes Safe for Baby Sensitive Skin, 56 Wipes Per Pack (3 Pk)", "asin": "B08WD8X1N6", "price": "$12.99", "quantity": ""},
  {"title": "hiccapop Baby Wipe Warmer and Baby Wet Wipes Dispenser | Baby Wipes Warmer for Babies | Diaper Wipe Warmer with Changing Light", "asin": "B01LZJVSTE", "price": "$35.00", "quantity": ""}],
  "comparison_items": [{"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)", "asin": "B0CMVJXXZ2", "price": "$44.97"},
  {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37"},
  {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99"},
  {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97"},
  {"title": "Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)", "asin": "B0CMVPQJ51", "price": "$23.47"},
  {"title": "Pampers Sensitive Wipes Convenience Pack 18 CT (Pack of 16)", "asin": "B00KOCN2UY", "price": "$29.22"}]
  <|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": "2025-04-20T14:14:14.950Z", // 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>
  