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": "2025-04-20T14:40:21.419Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T14:40:26.255Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-20T14:42:01.212Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T14:42:16.801Z", "action": "click_product", "action_argument": "B0DYZX33W5"}
  {"timestamp": "2025-04-20T14:43:07.125Z", "action": "click_product", "action_argument": "B0DLK12F7F"}
  {"timestamp": "2025-04-20T14:45:29.360Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-20T21:10:20.778Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T21:10:32.932Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T21:11:11.786Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-20T21:11:22.473Z", "action": "input", "action_argument": "t450"}
  {"timestamp": "2025-04-21T14:12:44.513Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T14:12:51.758Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
  {"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
  {"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
  {"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
  <|memory_end|>
  
  <|action_start|>
  <|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": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2019-24 Forester, 2022-24 WRX Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-277)", "asin": "B0CCBVY3BV", "price": "$14.61", "quantity": "1"},
  {"title": "FEIERYA Automatic Card Shuffler 2 Deck,Battery-Operated Electric UNO Poker Shuffler,Playing Card Shuffler for Home Card Game,Travel", "asin": "B09Q69K331", "price": "$11.99", "quantity": "1"},
  {"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
  {"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$14.43"},
  {"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
  {"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$12.37"},
  {"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
  {"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
  "promotion_items": [{"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3)", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "Subaru Engine Element Air Filter for 2019-2025 Forester Ascent 2020-2024 Outback Legacy 2024-2025 Crosstrek Impreza 2022-2024 WRX - 16546AA16A - Genuine OEM", "asin": "", "price": "$29.00", "quantity": ""},
  {"title": "PG Cabin Air Filter PC99497X | Fits 2019-2024 Subaru Forester, 2022-2025 WRX", "asin": "", "price": "$19.86", "quantity": ""},
  {"title": "RAINTOK Windshield Wiper Blades Replacement for Subaru Forester 2019 2020 2021 2022 2023 2024 Original Factory Quality Front Rear Wipers Blade Set for My Car - 26\" 17\" 14\" (Pack of 3)", "asin": "", "price": "$19.91", "quantity": ""},
  {"title": "5 PLUS\u00ae Silicone Windshield Wiper Blades Replacement for 2024 2023 2022 2021 2020 2019 SUBARU Forester Wiper Blades(Set of 3),Automotive Replacement Windshield Wiper Blades-26\"/17\"/14\"", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "OEM QUALITY 21\" + 19\" PARRATI Premium All-Season Windshield Wiper Blades (Set of 2)", "asin": "", "price": "$16.88", "quantity": ""},
  {"title": "FRAM Extra Guard Flexible Panel Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA12295 for Select Subaru Vehicles", "asin": "", "price": "$13.34", "quantity": ""},
  {"title": "Philips Norelco OneBlade Intimate, Designed for Pubic Grooming, Trim & Shave with Extra Skin Protection, Waterproof, Model QP1924/70", "asin": "", "price": "$29.99", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "Bicycle Playing Cards, Jumbo Index, 2 Pack", "asin": "", "price": "$5.44", "quantity": ""},
  {"title": "plusvivo Set of 4 Curved Playing Cards Holders for Seniors Adults - Soild Wood Cards Holders for Playing Cards 13 x 1.9 x 2.4 Inch for Bridge Canasta Strategy Foot and Hand", "asin": "", "price": "$28.99", "quantity": ""},
  {"title": "3 Wipers Factory Replacement For Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Replacement Windshield Wiper Blades Set 26\"+17\"+14\" (Set of 3)", "asin": "", "price": "$22.61", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "Yuanhe 9 Deck Rotating-Revolving Playing Card Tray, Card Holder", "asin": "", "price": "$16.99", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "FRAM Extra Guard Flexible Panel Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA12295 for Select Subaru Vehicles", "asin": "", "price": "$13.34", "quantity": ""},
  {"title": "PG Cabin Air Filter PC99497X | Fits 2019-2024 Subaru Forester, 2022-2025 WRX", "asin": "", "price": "$19.86", "quantity": ""},
  {"title": "3 Wipers Factory Replacement For Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Replacement Windshield Wiper Blades Set 26\"+17\"+14\" (Set of 3)", "asin": "", "price": "$22.61", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3)", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "OEM QUALITY 21\" + 19\" PARRATI Premium All-Season Windshield Wiper Blades (Set of 2)", "asin": "", "price": "$16.88", "quantity": ""},
  {"title": "Subaru Engine Element Air Filter for 2019-2025 Forester Ascent 2020-2024 Outback Legacy 2024-2025 Crosstrek Impreza 2022-2024 WRX - 16546AA16A - Genuine OEM", "asin": "", "price": "$29.00", "quantity": ""},
  {"title": "Philips OneBlade Replacement Blades for Face/Body Kit Original Replacement Blades Compatible with all OneBlade Electric Razors QP2630", "asin": "", "price": "$31.99", "quantity": ""},
  {"title": "Philips OneBlade 2 Stainless Steel Replacement Blades for Face, Compatible with All OneBlade Beard Trimmers, Body Groomers, Electric Razors (Model QP220/50)", "asin": "", "price": "$23.35", "quantity": ""},
  {"title": "Philips Norelco OneBlade Anti Friction Blade, Genuine Replacement Blade for OneBlade Electric Shaver and Trimmer, Durable Stainless Steel, Trim, Edge and Shave, 2 Pack, QP225/80", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "Philips Norelco OneBlade 360 Blades, Genuine Replacement Blades for OneBlade Electric Shaver and Trimmer, Durable Stainless Steel, Trim, Edge and Shave, 3 Pack, QP430/80", "asin": "", "price": "$34.96", "quantity": ""},
  {"title": "Philips Norelco Genuine OneBlade Replacement Blades, 3 Count, QP230/80", "asin": "", "price": "$34.95", "quantity": ""},
  {"title": "Philips OneBlade Hybrid Electric Trimmer and Shaver, QP2520", "asin": "", "price": "$44.99", "quantity": ""},
  {"title": "Philips Norelco OneBlade 360 Hybrid Face + Body, Electric Beard Trimmer, Shaver and Body Groomer, with 360 Blade Technology, 1x 360 Blade for Face, 5in1 Adjustable Comb, 1x Body Kit, Model QP2834/70", "asin": "", "price": "$49.96", "quantity": ""},
  {"title": "Philips Norelco OneBlade Intimate, Designed for Pubic Grooming, Trim & Shave with Extra Skin Protection, Waterproof, Model QP1924/70", "asin": "", "price": "$29.99", "quantity": ""},
  {"title": "SH50 Replacement Heads Compatible with Phillips Norelco 5000 Replacement Electric Shaving Head Razor Blades", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "SH50 Replacement Heads Compatible with Philips Norelco 5000 Series Shaver S5660/84, S5590/81, S5290/88, S5210/81, HQ8 Blades, 6-pc Pack", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "Replacement Foil and Cutter for BaBylissPRO Barberology Electric Shaver, Double Foil Shaver Replacement Head Compatible with BaBylissPRO Barberology FXFS2 Razors,Golden", "asin": "", "price": "$18.99", "quantity": ""},
  {"title": "Replacement Blade compatible with Philips Norelco One 1 blades Suitable spare blades QP210/80 QP2630 QP2515 QP6520/30 QP2520 QP2834 QP6510/31 Replacement Heads (4Pack)", "asin": "", "price": "$32.99", "quantity": ""},
  {"title": "4-Pack Replacement Blades Suitable Spare Compatible with One Blade Replacement Blade for QP14xx\u3001QP25xx\u3001QP26xx\u3001QP27xx\u3001QP28xx \u3001 QP65xx\u3001QP66xx", "asin": "", "price": "$26.99", "quantity": ""},
  {"title": "One Blade X2 360 Dual-Way Blade Compatible with All Onebalde Philips \u2013 QP420.50", "asin": "", "price": "$29.99", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-21T19:29:21.185Z", // 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": "2025-04-20T14:40:21.419Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T14:40:26.255Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-20T14:42:01.212Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T14:42:16.801Z", "action": "click_product", "action_argument": "B0DYZX33W5"}
  {"timestamp": "2025-04-20T14:43:07.125Z", "action": "click_product", "action_argument": "B0DLK12F7F"}
  {"timestamp": "2025-04-20T14:45:29.360Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-20T21:10:20.778Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T21:10:32.932Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T21:11:11.786Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-20T21:11:22.473Z", "action": "input", "action_argument": "t450"}
  {"timestamp": "2025-04-21T14:12:44.513Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T14:12:51.758Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
  {"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
  {"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
  {"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
  <|memory_end|>
  
  <|action_start|>
  <|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": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2019-24 Forester, 2022-24 WRX Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-277)", "asin": "B0CCBVY3BV", "price": "$14.61", "quantity": "1"},
  {"title": "FEIERYA Automatic Card Shuffler 2 Deck,Battery-Operated Electric UNO Poker Shuffler,Playing Card Shuffler for Home Card Game,Travel", "asin": "B09Q69K331", "price": "$11.99", "quantity": "1"},
  {"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
  {"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$14.43"},
  {"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
  {"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$12.37"},
  {"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
  {"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
  "promotion_items": [{"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3)", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "Subaru Engine Element Air Filter for 2019-2025 Forester Ascent 2020-2024 Outback Legacy 2024-2025 Crosstrek Impreza 2022-2024 WRX - 16546AA16A - Genuine OEM", "asin": "", "price": "$29.00", "quantity": ""},
  {"title": "PG Cabin Air Filter PC99497X | Fits 2019-2024 Subaru Forester, 2022-2025 WRX", "asin": "", "price": "$19.86", "quantity": ""},
  {"title": "RAINTOK Windshield Wiper Blades Replacement for Subaru Forester 2019 2020 2021 2022 2023 2024 Original Factory Quality Front Rear Wipers Blade Set for My Car - 26\" 17\" 14\" (Pack of 3)", "asin": "", "price": "$19.91", "quantity": ""},
  {"title": "5 PLUS\u00ae Silicone Windshield Wiper Blades Replacement for 2024 2023 2022 2021 2020 2019 SUBARU Forester Wiper Blades(Set of 3),Automotive Replacement Windshield Wiper Blades-26\"/17\"/14\"", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "OEM QUALITY 21\" + 19\" PARRATI Premium All-Season Windshield Wiper Blades (Set of 2)", "asin": "", "price": "$16.88", "quantity": ""},
  {"title": "FRAM Extra Guard Flexible Panel Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA12295 for Select Subaru Vehicles", "asin": "", "price": "$13.34", "quantity": ""},
  {"title": "Philips Norelco OneBlade Intimate, Designed for Pubic Grooming, Trim & Shave with Extra Skin Protection, Waterproof, Model QP1924/70", "asin": "", "price": "$29.99", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "Bicycle Playing Cards, Jumbo Index, 2 Pack", "asin": "", "price": "$5.44", "quantity": ""},
  {"title": "plusvivo Set of 4 Curved Playing Cards Holders for Seniors Adults - Soild Wood Cards Holders for Playing Cards 13 x 1.9 x 2.4 Inch for Bridge Canasta Strategy Foot and Hand", "asin": "", "price": "$28.99", "quantity": ""},
  {"title": "3 Wipers Factory Replacement For Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Replacement Windshield Wiper Blades Set 26\"+17\"+14\" (Set of 3)", "asin": "", "price": "$22.61", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "Yuanhe 9 Deck Rotating-Revolving Playing Card Tray, Card Holder", "asin": "", "price": "$16.99", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "FRAM Extra Guard Flexible Panel Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA12295 for Select Subaru Vehicles", "asin": "", "price": "$13.34", "quantity": ""},
  {"title": "PG Cabin Air Filter PC99497X | Fits 2019-2024 Subaru Forester, 2022-2025 WRX", "asin": "", "price": "$19.86", "quantity": ""},
  {"title": "3 Wipers Factory Replacement For Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Replacement Windshield Wiper Blades Set 26\"+17\"+14\" (Set of 3)", "asin": "", "price": "$22.61", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3)", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "OEM QUALITY 21\" + 19\" PARRATI Premium All-Season Windshield Wiper Blades (Set of 2)", "asin": "", "price": "$16.88", "quantity": ""},
  {"title": "Subaru Engine Element Air Filter for 2019-2025 Forester Ascent 2020-2024 Outback Legacy 2024-2025 Crosstrek Impreza 2022-2024 WRX - 16546AA16A - Genuine OEM", "asin": "", "price": "$29.00", "quantity": ""},
  {"title": "Philips OneBlade Replacement Blades for Face/Body Kit Original Replacement Blades Compatible with all OneBlade Electric Razors QP2630", "asin": "", "price": "$31.99", "quantity": ""},
  {"title": "Philips OneBlade 2 Stainless Steel Replacement Blades for Face, Compatible with All OneBlade Beard Trimmers, Body Groomers, Electric Razors (Model QP220/50)", "asin": "", "price": "$23.35", "quantity": ""},
  {"title": "Philips Norelco OneBlade Anti Friction Blade, Genuine Replacement Blade for OneBlade Electric Shaver and Trimmer, Durable Stainless Steel, Trim, Edge and Shave, 2 Pack, QP225/80", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "Philips Norelco OneBlade 360 Blades, Genuine Replacement Blades for OneBlade Electric Shaver and Trimmer, Durable Stainless Steel, Trim, Edge and Shave, 3 Pack, QP430/80", "asin": "", "price": "$34.96", "quantity": ""},
  {"title": "Philips Norelco Genuine OneBlade Replacement Blades, 3 Count, QP230/80", "asin": "", "price": "$34.95", "quantity": ""},
  {"title": "Philips OneBlade Hybrid Electric Trimmer and Shaver, QP2520", "asin": "", "price": "$44.99", "quantity": ""},
  {"title": "Philips Norelco OneBlade 360 Hybrid Face + Body, Electric Beard Trimmer, Shaver and Body Groomer, with 360 Blade Technology, 1x 360 Blade for Face, 5in1 Adjustable Comb, 1x Body Kit, Model QP2834/70", "asin": "", "price": "$49.96", "quantity": ""},
  {"title": "Philips Norelco OneBlade Intimate, Designed for Pubic Grooming, Trim & Shave with Extra Skin Protection, Waterproof, Model QP1924/70", "asin": "", "price": "$29.99", "quantity": ""},
  {"title": "SH50 Replacement Heads Compatible with Phillips Norelco 5000 Replacement Electric Shaving Head Razor Blades", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "SH50 Replacement Heads Compatible with Philips Norelco 5000 Series Shaver S5660/84, S5590/81, S5290/88, S5210/81, HQ8 Blades, 6-pc Pack", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "Replacement Foil and Cutter for BaBylissPRO Barberology Electric Shaver, Double Foil Shaver Replacement Head Compatible with BaBylissPRO Barberology FXFS2 Razors,Golden", "asin": "", "price": "$18.99", "quantity": ""},
  {"title": "Replacement Blade compatible with Philips Norelco One 1 blades Suitable spare blades QP210/80 QP2630 QP2515 QP6520/30 QP2520 QP2834 QP6510/31 Replacement Heads (4Pack)", "asin": "", "price": "$32.99", "quantity": ""},
  {"title": "4-Pack Replacement Blades Suitable Spare Compatible with One Blade Replacement Blade for QP14xx\u3001QP25xx\u3001QP26xx\u3001QP27xx\u3001QP28xx \u3001 QP65xx\u3001QP66xx", "asin": "", "price": "$26.99", "quantity": ""},
  {"title": "One Blade X2 360 Dual-Way Blade Compatible with All Onebalde Philips \u2013 QP420.50", "asin": "", "price": "$29.99", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-21T19:29:21.185Z", // 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": "2025-04-20T14:40:21.419Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T14:40:26.255Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-20T14:42:01.212Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T14:42:16.801Z", "action": "click_product", "action_argument": "B0DYZX33W5"}
  {"timestamp": "2025-04-20T14:43:07.125Z", "action": "click_product", "action_argument": "B0DLK12F7F"}
  {"timestamp": "2025-04-20T14:45:29.360Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-20T21:10:20.778Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T21:10:32.932Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T21:11:11.786Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-20T21:11:22.473Z", "action": "input", "action_argument": "t450"}
  {"timestamp": "2025-04-21T14:12:44.513Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T14:12:51.758Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
  {"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
  {"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
  {"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
  <|memory_end|>
  
  <|action_start|>
  <|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": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2019-24 Forester, 2022-24 WRX Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-277)", "asin": "B0CCBVY3BV", "price": "$14.61", "quantity": "1"},
  {"title": "FEIERYA Automatic Card Shuffler 2 Deck,Battery-Operated Electric UNO Poker Shuffler,Playing Card Shuffler for Home Card Game,Travel", "asin": "B09Q69K331", "price": "$11.99", "quantity": "1"},
  {"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
  {"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$14.43"},
  {"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
  {"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$12.37"},
  {"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
  {"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
  "promotion_items": [{"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3)", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "Subaru Engine Element Air Filter for 2019-2025 Forester Ascent 2020-2024 Outback Legacy 2024-2025 Crosstrek Impreza 2022-2024 WRX - 16546AA16A - Genuine OEM", "asin": "", "price": "$29.00", "quantity": ""},
  {"title": "PG Cabin Air Filter PC99497X | Fits 2019-2024 Subaru Forester, 2022-2025 WRX", "asin": "", "price": "$19.86", "quantity": ""},
  {"title": "RAINTOK Windshield Wiper Blades Replacement for Subaru Forester 2019 2020 2021 2022 2023 2024 Original Factory Quality Front Rear Wipers Blade Set for My Car - 26\" 17\" 14\" (Pack of 3)", "asin": "", "price": "$19.91", "quantity": ""},
  {"title": "5 PLUS\u00ae Silicone Windshield Wiper Blades Replacement for 2024 2023 2022 2021 2020 2019 SUBARU Forester Wiper Blades(Set of 3),Automotive Replacement Windshield Wiper Blades-26\"/17\"/14\"", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "OEM QUALITY 21\" + 19\" PARRATI Premium All-Season Windshield Wiper Blades (Set of 2)", "asin": "", "price": "$16.88", "quantity": ""},
  {"title": "FRAM Extra Guard Flexible Panel Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA12295 for Select Subaru Vehicles", "asin": "", "price": "$13.34", "quantity": ""},
  {"title": "Philips Norelco OneBlade Intimate, Designed for Pubic Grooming, Trim & Shave with Extra Skin Protection, Waterproof, Model QP1924/70", "asin": "", "price": "$29.99", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "Bicycle Playing Cards, Jumbo Index, 2 Pack", "asin": "", "price": "$5.44", "quantity": ""},
  {"title": "plusvivo Set of 4 Curved Playing Cards Holders for Seniors Adults - Soild Wood Cards Holders for Playing Cards 13 x 1.9 x 2.4 Inch for Bridge Canasta Strategy Foot and Hand", "asin": "", "price": "$28.99", "quantity": ""},
  {"title": "3 Wipers Factory Replacement For Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Replacement Windshield Wiper Blades Set 26\"+17\"+14\" (Set of 3)", "asin": "", "price": "$22.61", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "Yuanhe 9 Deck Rotating-Revolving Playing Card Tray, Card Holder", "asin": "", "price": "$16.99", "quantity": ""},
  {"title": "Capume Engine Air Filter Fits for Sorento 2021-2024, K5 2021-2024, Sonata 2020-2024, Santa Fe 2021-2024, Santa Cruz Tucson Carnival 2022-2024, Sportage 2023-2024, 28113-L1000, 28113N9000", "asin": "", "price": "$16.98", "quantity": ""},
  {"title": "Spearhead MPG Defense Max Thrust Engine Air Filter For All Mileage Vehicles, Fits Like OEM, Restores MPG & Acceleration (MT-295)", "asin": "", "price": "$15.81", "quantity": ""},
  {"title": "FRAM Extra Guard Flexible Panel Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA12295 for Select Subaru Vehicles", "asin": "", "price": "$13.34", "quantity": ""},
  {"title": "PG Cabin Air Filter PC99497X | Fits 2019-2024 Subaru Forester, 2022-2025 WRX", "asin": "", "price": "$19.86", "quantity": ""},
  {"title": "3 Wipers Factory Replacement For Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Replacement Windshield Wiper Blades Set 26\"+17\"+14\" (Set of 3)", "asin": "", "price": "$22.61", "quantity": ""},
  {"title": "PG Engine Air Filter PA99365 | Fits 2019-2025 Subaru Forester, 2018-2025 Crosstrek, 2020-2025 Outback, 2019-2025 Ascent, 2017-2025 Impreza, 2020-2025 Legacy, 2022-2025 WRX", "asin": "", "price": "$18.09", "quantity": ""},
  {"title": "3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3)", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "OEM QUALITY 21\" + 19\" PARRATI Premium All-Season Windshield Wiper Blades (Set of 2)", "asin": "", "price": "$16.88", "quantity": ""},
  {"title": "Subaru Engine Element Air Filter for 2019-2025 Forester Ascent 2020-2024 Outback Legacy 2024-2025 Crosstrek Impreza 2022-2024 WRX - 16546AA16A - Genuine OEM", "asin": "", "price": "$29.00", "quantity": ""},
  {"title": "Philips OneBlade Replacement Blades for Face/Body Kit Original Replacement Blades Compatible with all OneBlade Electric Razors QP2630", "asin": "", "price": "$31.99", "quantity": ""},
  {"title": "Philips OneBlade 2 Stainless Steel Replacement Blades for Face, Compatible with All OneBlade Beard Trimmers, Body Groomers, Electric Razors (Model QP220/50)", "asin": "", "price": "$23.35", "quantity": ""},
  {"title": "Philips Norelco OneBlade Anti Friction Blade, Genuine Replacement Blade for OneBlade Electric Shaver and Trimmer, Durable Stainless Steel, Trim, Edge and Shave, 2 Pack, QP225/80", "asin": "", "price": "$24.99", "quantity": ""},
  {"title": "Philips Norelco OneBlade 360 Blades, Genuine Replacement Blades for OneBlade Electric Shaver and Trimmer, Durable Stainless Steel, Trim, Edge and Shave, 3 Pack, QP430/80", "asin": "", "price": "$34.96", "quantity": ""},
  {"title": "Philips Norelco Genuine OneBlade Replacement Blades, 3 Count, QP230/80", "asin": "", "price": "$34.95", "quantity": ""},
  {"title": "Philips OneBlade Hybrid Electric Trimmer and Shaver, QP2520", "asin": "", "price": "$44.99", "quantity": ""},
  {"title": "Philips Norelco OneBlade 360 Hybrid Face + Body, Electric Beard Trimmer, Shaver and Body Groomer, with 360 Blade Technology, 1x 360 Blade for Face, 5in1 Adjustable Comb, 1x Body Kit, Model QP2834/70", "asin": "", "price": "$49.96", "quantity": ""},
  {"title": "Philips Norelco OneBlade Intimate, Designed for Pubic Grooming, Trim & Shave with Extra Skin Protection, Waterproof, Model QP1924/70", "asin": "", "price": "$29.99", "quantity": ""},
  {"title": "SH50 Replacement Heads Compatible with Phillips Norelco 5000 Replacement Electric Shaving Head Razor Blades", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "SH50 Replacement Heads Compatible with Philips Norelco 5000 Series Shaver S5660/84, S5590/81, S5290/88, S5210/81, HQ8 Blades, 6-pc Pack", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "Replacement Foil and Cutter for BaBylissPRO Barberology Electric Shaver, Double Foil Shaver Replacement Head Compatible with BaBylissPRO Barberology FXFS2 Razors,Golden", "asin": "", "price": "$18.99", "quantity": ""},
  {"title": "Replacement Blade compatible with Philips Norelco One 1 blades Suitable spare blades QP210/80 QP2630 QP2515 QP6520/30 QP2520 QP2834 QP6510/31 Replacement Heads (4Pack)", "asin": "", "price": "$32.99", "quantity": ""},
  {"title": "4-Pack Replacement Blades Suitable Spare Compatible with One Blade Replacement Blade for QP14xx\u3001QP25xx\u3001QP26xx\u3001QP27xx\u3001QP28xx \u3001 QP65xx\u3001QP66xx", "asin": "", "price": "$26.99", "quantity": ""},
  {"title": "One Blade X2 360 Dual-Way Blade Compatible with All Onebalde Philips \u2013 QP420.50", "asin": "", "price": "$29.99", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-21T19:29:21.185Z", // 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>
  