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": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
  {"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
  {"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
  {"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
  {"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
  {"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
  {"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
  {"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
  {"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
  {"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
  {"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
  {"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
  {"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-04T20:30:21.631Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-04T20:30:38.317Z", "action": "input", "action_argument": "freez"}
  {"timestamp": "2025-04-04T20:30:38.325Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-04T20:30:41.557Z", "action": "click_product", "action_argument": "B019ZTZTVQ"}
  {"timestamp": "2025-04-04T20:31:05.988Z", "action": "purchase", "action_argument": "B074H73J1Q"}
  {"timestamp": "2025-04-06T06:12:27.738Z", "action": "input", "action_argument": "robot mop"}
  {"timestamp": "2025-04-06T06:12:27.954Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:12:34.552Z", "action": "click_product", "action_argument": "B0CRYWLZ56"}
  {"timestamp": "2025-04-06T06:12:58.530Z", "action": "purchase", "action_argument": "B0CRYWLZ56"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-06T06:13:28.638Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:05.019Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:05.856Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:06.585Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:10.559Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:16.130Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:16.150Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:18.117Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:18.137Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:40.144Z", "action": "input", "action_argument": "oyster"}
  {"timestamp": "2025-04-06T06:14:40.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:14:46.266Z", "action": "input", "action_argument": "oyster knife"}
  {"timestamp": "2025-04-06T06:14:46.511Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:14:52.486Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:55.352Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:15:20.390Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T06:15:30.068Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:15:39.508Z", "action": "input", "action_argument": "reusable fre"}
  {"timestamp": "2025-04-06T06:15:39.638Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T06:16:17.014Z", "action": "click_product", "action_argument": "B09WMDJMJC"}
  {"timestamp": "2025-04-06T06:16:23.622Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T06:16:23.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T06:16:48.986Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:17:00.880Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:02.883Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:04.283Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:17.347Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:18.619Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:43.207Z", "action": "input", "action_argument": "robot "}
  {"timestamp": "2025-04-06T06:17:43.330Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T06:17:44.647Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:17:48.462Z", "action": "input", "action_argument": "robot vacuum and mop with map feature"}
  {"timestamp": "2025-04-06T06:17:48.771Z", "action": "click", "action_argument": "search"}
  <|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": "robot vacuum and mop with map feature"}],
  "cart_items": [{"title": "Robot Vacuum and Mop Combo, WiFi/App/Voice, Robotic Vacuum Cleaner with Schedule, 2 in 1 Mopping Robot Vacuum with Water Tank and Dustbin, Self-Charging, Slim, Ideal for Hard Floor, Pet Hair, Carpet", "asin": "B0CRYWLZ56", "price": "$129.99", "quantity": "1"},
  {"title": "Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)", "asin": "B093WPZF1Y", "price": "$9.70", "quantity": "1"},
  {"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "quantity": "1"},
  {"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "price": "$16.79", "quantity": "1"},
  {"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "price": "$21.99", "quantity": "1"},
  {"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.49", "quantity": "1"},
  {"title": "365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count", "asin": "B074H73J1Q", "price": "$3.39"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
  {"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
  {"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.49"},
  {"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
  {"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$3.19"},
  {"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
  {"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
  {"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
  {"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
  {"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
  {"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
  "promotion_items": [{"title": "NADALY D200 Robot Vacuum and Mop Combo, Lidar Navigation Robot Vacuum Cleaner, 6000Pa Suction, 200Mins Runtime, Wi-Fi/App/Alexa Control, Self-Recharging Robotic Vacuum for Carpet Pet Hair Hard Floor", "asin": "B0DSHXT8FR", "price": "$199.99", "quantity": ""},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "quantity": ""},
  {"title": "NARWAL Freo X Plus Robot Vacuum and Mop, 7-Week Dust Storage, Zero Tangles, 7800Pa Suction, Mopping, Tri-Laser Obstacle Avoidance, LiDAR Navigation, Multi-Floor Mapping, Works with Alexa, App Control", "asin": "B0CRFV7DPC", "price": "$399.99", "quantity": ""},
  {"title": "roborock QV 35A Robot Vacuum and Mop, 8000Pa Suction, Upgraded from Qrevo S, Anti-Tangle Brushes, Smart Obstacle Avoidance, Auto Mop Washing, Self-Emptying & Refilling, 200RPM Spinning Mops, Black", "asin": "B0DQ82FJST", "price": "$599.99", "quantity": ""},
  {"title": "Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Schedule, 180mins Runtime, Home Mapping, Wi-Fi/App/Alexa/Remote, Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0DFW52TRD", "price": "$269.99", "quantity": ""},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "quantity": ""},
  {"title": "V5 Robot Vacuum and Mop, Self-Emptying Robotic Vacuum Cleaner, 8500Pa Suction, Pet Hair Tangle Cutter, Laser Navigation, Cat Laser, Carpet Detection, Ideal for Hard Floor, Tile, and Carpet", "asin": "B0DT4KG4RD", "price": "$549.99", "quantity": ""},
  {"title": "eufy X10 Pro Omni Robot Vacuum and Mop Combo, 8,000 Pa Suction, Dual Mops with 12 mm Auto-Lift and Carpet Detection, AI Obstacle Avoidance, Auto Mop Washing, Auto Drying, Self-Emptying, Self-Refilling", "asin": "B0CPFBBHP4", "price": "$549.99", "quantity": ""},
  {"title": "AIRROBO Robot Vacuum and Mop, 3000Pa Powerful Suction Robot Vacuum Cleaner with Self-Charging, Wi-Fi/App/Voice Control, Advanced Obstacle Avoidance, Slim Design, Ideal for Pet Hair, Hard Floor,Carpet", "asin": "B0DPMN3YPY", "price": "$169.99", "quantity": ""}],
  "ads": [{"title": "roborock Q5 Pro+ Robot Vacuum and Mop, Self-Emptying, 5500 Pa Max Suction, DuoRoller Brush, Hands-Free Cleaning for up to 7 Weeks, Precise Navigation, Perfect for Hard Floors, Carpets, and Pet Hair", "asin": "B0C7VN9NWK"},
  {"title": "roborock Qrevo S Robot Vacuum and Mop, Self-Drying, Auto Mop Washing, 7000Pa Suction, Self-Emptying & Refilling, 10mm Auto Lifting, 200RPM Spinning Mops, Smart Obstacle Avoidance, Black", "asin": "B0CTZXJTGJ"},
  {"title": "roborock S8 MaxV Ultra Robot Vacuum & Sonic Mop, 10000 Pa Suction, Corner to Edge Deep Cleaning, Hot Air Self-Drying, Auto Empty & Refill, Detergent Dispenser, Obstacle Avoidance, Black", "asin": "B0CQLPNB2X"}],
  "search_results": [{"title": "AIRROBO Robot Vacuum and Mop, 3000Pa Powerful Suction Robot Vacuum Cleaner with Self-Charging, Wi-Fi/App/Voice Control, Advanced Obstacle Avoidance, Slim Design, Ideal for Pet Hair, Hard Floor,Carpet", "asin": "B0DPMN3YPY", "price": "$169.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "NADALY D200 Robot Vacuum and Mop Combo, Lidar Navigation Robot Vacuum Cleaner, 6000Pa Suction, 200Mins Runtime, Wi-Fi/App/Alexa Control, Self-Recharging Robotic Vacuum for Carpet Pet Hair Hard Floor", "asin": "B0DSHXT8FR", "price": "$199.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "roborock Q5 Pro+ Robot Vacuum and Mop, Self-Emptying, 5500 Pa Max Suction, DuoRoller Brush, Hands-Free Cleaning for up to 7 Weeks, Precise Navigation, Perfect for Hard Floors, Carpets, and Pet Hair", "asin": "B0C7VN9NWK", "price": "$479.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop Combo, 2 in 1 Mopping Robotic Vacuum with Schedule, App/Bluetooth/Voice, Max Suction 3200Pa, Self-Charging Robot Vacuum Cleaner, Slim, Ideal for Pet Hair, Hard Floor, Carpet", "asin": "B0DGX3S47R", "price": "$149.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop Combo, 2 in 1 Mopping Robotic Vacuum with Schedule, App/Bluetooth/Voice, Max Suction 3200Pa, Self-Charging Robot Vacuum Cleaner, Slim, Ideal for Pet Hair, Hard Floor, Carpet", "asin": "B0DGV259DK", "price": "$89.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 8 left in stock - order soon."},
  {"title": "ILIFE A12 Pro Robot Vacuum and Mop Combo, Self Emptying Station for 60 Days, LiDAR Navigation, Home Mapping, No-Go Zones, 2.4G WiFi/App/Alexa/Remote Control, for Hard Floors, 110V", "asin": "B0DP8DPXKW", "price": "$219.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum Cleaner Robot Vacuum and Mop Combo with 4000Pa Suction, Personalized Cleaning Adjustments, Self-Charging Robotic Vacuum Cleaner, Advanced Obstacle Avoidance", "asin": "B0DMDZDLN8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "AIRROBO Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Home Mapping, Schedule, Wi-Fi/App/Alexa/Remote, 180mins Runtime, T20+ Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0CQC24STL", "price": "$349.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "Robot Vacuum and Mop Combo,4200Pa Powerful Robotic Vacuum Cleaner with Self-Charging, Home Automatic Robot Aspiradora for Hard Floor, Low Carpet, Pet Hair, App&Voice&Remote Smart Control", "asin": "B0D2XXSPCR", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Lefant Robot Vacuum and Mop Combo, 4000Pa Suction, Precision Mapping with Lidar & dToF Sensors, Ultrasonic Carpet Detection, Robotic Vacuum Cleaner with Sonic Mopping, WiFi/App/Alexa Control", "asin": "B0BPSJKT6P", "price": "$99.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 20 left in stock - order soon."},
  {"title": "Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Schedule, 180mins Runtime, Home Mapping, Wi-Fi/App/Alexa/Remote, Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0DFW52TRD", "price": "$269.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "ILIFE V9 Pro Robot Vacuum and Mop Combo, Self Emptying Robot Vacuum Cleaner, 3000Pa Strong Suction, Gyro Navigation, App/Alexa/Remote Control, Works with 2.4G Wifi, Ideal for Hard Floors, Black", "asin": "B0D66L5413", "price": "$199.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "BPMIO Robot Vacuum and Mop Combo 4500Pa Max Suction with LiDAR Navigation Smart Mapping, 145 Min Runtime Customized Cleaning Schedule, Works with Alexa/WiFi/App, Great for Pet Hair, Carpet, Hard Floor", "asin": "B0D7VC1PYX", "price": "$129.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop, 3-in-1 Robotic Vacuums Cleaner with LiDAR Navigation Smart Mapping & Max Strong 4000Pa Suction, WiFi/App/Alexa Voice Control, Obstacle Avoidance, for Pet Hair, Carpets and more", "asin": "B0DK1V1T6Q", "price": "$689.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 1 left in stock - order soon."},
  {"title": "Robot Vacuum and Mop Combo, LiDAR Navigation with Ultra Slim Design, Smart Mapping Robotic Vacuum Cleaner, 9000Pa Suction, Customizable Cleaning for Pet Hair, Carpets, and Hard Floors", "asin": "B0DK3NNKNQ"},
  {"title": "HONITURE Robot Vacuum and Mop Combo,V8 Pro Robot Vacuum Cleaner with 5000Pa Max Suction,Laser Navigator Robotic Vacuums with 180 Mins Run Time,Self-Charging,App Control,Ideal for Pet Hair", "asin": "B0CX4WBMG9", "price": "$199.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "iRobot Roomba Combo Robot Vacuum & Mop (Y0110) - Easy to use, Power-Lifting Suction, Vacuums and mops, Multi-Surface Cleaning, Smart Navigation Cleans in Neat Rows, Self-Charging, Alexa", "asin": "B0CNKVHSS9", "price": "$214.97", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "roborock Q8 Max+ Robot Vacuum and Mop, Self-Emptying, Hands-Free Cleaning for up to 7 Weeks, Reactive Tech Obstacle Avoidance, 5500 Pa Suction, DuoRoller Brush, APP-Controlled Mopping, White", "asin": "B0C7VH6VK1", "price": "$399.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "MONSGA Robot Vacuum and Mop Combo, 5000Pa Robotic Vacuum with 3.5L Self Emptying Station, Lidar Navigation Robot Vacuum Cleaner, 180mins Runtime, APP/Remote/Voice Control, for Hard Floors and Carpets", "asin": "B0DSJF3JLT", "price": "$359.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "BPMIO Robot Vacuum and Mop Combo, 5500Pa Strong Suction, LiDAR Navigation with Smart Mapping, 120-Min Runtime, Custom Cleaning Schedule, Alexa & WiFi/App Compatible, Ideal for Pet Hair & Hard Floors", "asin": "B0D596KMHR", "price": "$149.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"},
  {"title": "NARWAL Freo X Plus Robot Vacuum and Mop, 7-Week Dust Storage, Zero Tangles, 7800Pa Suction, Mopping, Tri-Laser Obstacle Avoidance, LiDAR Navigation, Multi-Floor Mapping, Works with Alexa, App Control", "asin": "B0CRFV7DPC", "price": "$399.99", "delivery": "FREE delivery Tue, Apr 8"}]
  <|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": "2025-04-06T06:17:59.618Z", // 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": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
  {"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
  {"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
  {"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
  {"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
  {"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
  {"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
  {"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
  {"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
  {"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
  {"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
  {"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
  {"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-04T20:30:21.631Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-04T20:30:38.317Z", "action": "input", "action_argument": "freez"}
  {"timestamp": "2025-04-04T20:30:38.325Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-04T20:30:41.557Z", "action": "click_product", "action_argument": "B019ZTZTVQ"}
  {"timestamp": "2025-04-04T20:31:05.988Z", "action": "purchase", "action_argument": "B074H73J1Q"}
  {"timestamp": "2025-04-06T06:12:27.738Z", "action": "input", "action_argument": "robot mop"}
  {"timestamp": "2025-04-06T06:12:27.954Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:12:34.552Z", "action": "click_product", "action_argument": "B0CRYWLZ56"}
  {"timestamp": "2025-04-06T06:12:58.530Z", "action": "purchase", "action_argument": "B0CRYWLZ56"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-06T06:13:28.638Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:05.019Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:05.856Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:06.585Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:10.559Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:16.130Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:16.150Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:18.117Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:18.137Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:40.144Z", "action": "input", "action_argument": "oyster"}
  {"timestamp": "2025-04-06T06:14:40.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:14:46.266Z", "action": "input", "action_argument": "oyster knife"}
  {"timestamp": "2025-04-06T06:14:46.511Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:14:52.486Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:55.352Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:15:20.390Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T06:15:30.068Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:15:39.508Z", "action": "input", "action_argument": "reusable fre"}
  {"timestamp": "2025-04-06T06:15:39.638Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T06:16:17.014Z", "action": "click_product", "action_argument": "B09WMDJMJC"}
  {"timestamp": "2025-04-06T06:16:23.622Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T06:16:23.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T06:16:48.986Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:17:00.880Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:02.883Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:04.283Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:17.347Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:18.619Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:43.207Z", "action": "input", "action_argument": "robot "}
  {"timestamp": "2025-04-06T06:17:43.330Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T06:17:44.647Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:17:48.462Z", "action": "input", "action_argument": "robot vacuum and mop with map feature"}
  {"timestamp": "2025-04-06T06:17:48.771Z", "action": "click", "action_argument": "search"}
  <|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": "robot vacuum and mop with map feature"}],
  "cart_items": [{"title": "Robot Vacuum and Mop Combo, WiFi/App/Voice, Robotic Vacuum Cleaner with Schedule, 2 in 1 Mopping Robot Vacuum with Water Tank and Dustbin, Self-Charging, Slim, Ideal for Hard Floor, Pet Hair, Carpet", "asin": "B0CRYWLZ56", "price": "$129.99", "quantity": "1"},
  {"title": "Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)", "asin": "B093WPZF1Y", "price": "$9.70", "quantity": "1"},
  {"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "quantity": "1"},
  {"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "price": "$16.79", "quantity": "1"},
  {"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "price": "$21.99", "quantity": "1"},
  {"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.49", "quantity": "1"},
  {"title": "365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count", "asin": "B074H73J1Q", "price": "$3.39"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
  {"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
  {"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.49"},
  {"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
  {"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$3.19"},
  {"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
  {"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
  {"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
  {"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
  {"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
  {"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
  "promotion_items": [{"title": "NADALY D200 Robot Vacuum and Mop Combo, Lidar Navigation Robot Vacuum Cleaner, 6000Pa Suction, 200Mins Runtime, Wi-Fi/App/Alexa Control, Self-Recharging Robotic Vacuum for Carpet Pet Hair Hard Floor", "asin": "B0DSHXT8FR", "price": "$199.99", "quantity": ""},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "quantity": ""},
  {"title": "NARWAL Freo X Plus Robot Vacuum and Mop, 7-Week Dust Storage, Zero Tangles, 7800Pa Suction, Mopping, Tri-Laser Obstacle Avoidance, LiDAR Navigation, Multi-Floor Mapping, Works with Alexa, App Control", "asin": "B0CRFV7DPC", "price": "$399.99", "quantity": ""},
  {"title": "roborock QV 35A Robot Vacuum and Mop, 8000Pa Suction, Upgraded from Qrevo S, Anti-Tangle Brushes, Smart Obstacle Avoidance, Auto Mop Washing, Self-Emptying & Refilling, 200RPM Spinning Mops, Black", "asin": "B0DQ82FJST", "price": "$599.99", "quantity": ""},
  {"title": "Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Schedule, 180mins Runtime, Home Mapping, Wi-Fi/App/Alexa/Remote, Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0DFW52TRD", "price": "$269.99", "quantity": ""},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "quantity": ""},
  {"title": "V5 Robot Vacuum and Mop, Self-Emptying Robotic Vacuum Cleaner, 8500Pa Suction, Pet Hair Tangle Cutter, Laser Navigation, Cat Laser, Carpet Detection, Ideal for Hard Floor, Tile, and Carpet", "asin": "B0DT4KG4RD", "price": "$549.99", "quantity": ""},
  {"title": "eufy X10 Pro Omni Robot Vacuum and Mop Combo, 8,000 Pa Suction, Dual Mops with 12 mm Auto-Lift and Carpet Detection, AI Obstacle Avoidance, Auto Mop Washing, Auto Drying, Self-Emptying, Self-Refilling", "asin": "B0CPFBBHP4", "price": "$549.99", "quantity": ""},
  {"title": "AIRROBO Robot Vacuum and Mop, 3000Pa Powerful Suction Robot Vacuum Cleaner with Self-Charging, Wi-Fi/App/Voice Control, Advanced Obstacle Avoidance, Slim Design, Ideal for Pet Hair, Hard Floor,Carpet", "asin": "B0DPMN3YPY", "price": "$169.99", "quantity": ""}],
  "ads": [{"title": "roborock Q5 Pro+ Robot Vacuum and Mop, Self-Emptying, 5500 Pa Max Suction, DuoRoller Brush, Hands-Free Cleaning for up to 7 Weeks, Precise Navigation, Perfect for Hard Floors, Carpets, and Pet Hair", "asin": "B0C7VN9NWK"},
  {"title": "roborock Qrevo S Robot Vacuum and Mop, Self-Drying, Auto Mop Washing, 7000Pa Suction, Self-Emptying & Refilling, 10mm Auto Lifting, 200RPM Spinning Mops, Smart Obstacle Avoidance, Black", "asin": "B0CTZXJTGJ"},
  {"title": "roborock S8 MaxV Ultra Robot Vacuum & Sonic Mop, 10000 Pa Suction, Corner to Edge Deep Cleaning, Hot Air Self-Drying, Auto Empty & Refill, Detergent Dispenser, Obstacle Avoidance, Black", "asin": "B0CQLPNB2X"}],
  "search_results": [{"title": "AIRROBO Robot Vacuum and Mop, 3000Pa Powerful Suction Robot Vacuum Cleaner with Self-Charging, Wi-Fi/App/Voice Control, Advanced Obstacle Avoidance, Slim Design, Ideal for Pet Hair, Hard Floor,Carpet", "asin": "B0DPMN3YPY", "price": "$169.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "NADALY D200 Robot Vacuum and Mop Combo, Lidar Navigation Robot Vacuum Cleaner, 6000Pa Suction, 200Mins Runtime, Wi-Fi/App/Alexa Control, Self-Recharging Robotic Vacuum for Carpet Pet Hair Hard Floor", "asin": "B0DSHXT8FR", "price": "$199.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "roborock Q5 Pro+ Robot Vacuum and Mop, Self-Emptying, 5500 Pa Max Suction, DuoRoller Brush, Hands-Free Cleaning for up to 7 Weeks, Precise Navigation, Perfect for Hard Floors, Carpets, and Pet Hair", "asin": "B0C7VN9NWK", "price": "$479.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop Combo, 2 in 1 Mopping Robotic Vacuum with Schedule, App/Bluetooth/Voice, Max Suction 3200Pa, Self-Charging Robot Vacuum Cleaner, Slim, Ideal for Pet Hair, Hard Floor, Carpet", "asin": "B0DGX3S47R", "price": "$149.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop Combo, 2 in 1 Mopping Robotic Vacuum with Schedule, App/Bluetooth/Voice, Max Suction 3200Pa, Self-Charging Robot Vacuum Cleaner, Slim, Ideal for Pet Hair, Hard Floor, Carpet", "asin": "B0DGV259DK", "price": "$89.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 8 left in stock - order soon."},
  {"title": "ILIFE A12 Pro Robot Vacuum and Mop Combo, Self Emptying Station for 60 Days, LiDAR Navigation, Home Mapping, No-Go Zones, 2.4G WiFi/App/Alexa/Remote Control, for Hard Floors, 110V", "asin": "B0DP8DPXKW", "price": "$219.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum Cleaner Robot Vacuum and Mop Combo with 4000Pa Suction, Personalized Cleaning Adjustments, Self-Charging Robotic Vacuum Cleaner, Advanced Obstacle Avoidance", "asin": "B0DMDZDLN8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "AIRROBO Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Home Mapping, Schedule, Wi-Fi/App/Alexa/Remote, 180mins Runtime, T20+ Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0CQC24STL", "price": "$349.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "Robot Vacuum and Mop Combo,4200Pa Powerful Robotic Vacuum Cleaner with Self-Charging, Home Automatic Robot Aspiradora for Hard Floor, Low Carpet, Pet Hair, App&Voice&Remote Smart Control", "asin": "B0D2XXSPCR", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Lefant Robot Vacuum and Mop Combo, 4000Pa Suction, Precision Mapping with Lidar & dToF Sensors, Ultrasonic Carpet Detection, Robotic Vacuum Cleaner with Sonic Mopping, WiFi/App/Alexa Control", "asin": "B0BPSJKT6P", "price": "$99.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 20 left in stock - order soon."},
  {"title": "Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Schedule, 180mins Runtime, Home Mapping, Wi-Fi/App/Alexa/Remote, Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0DFW52TRD", "price": "$269.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "ILIFE V9 Pro Robot Vacuum and Mop Combo, Self Emptying Robot Vacuum Cleaner, 3000Pa Strong Suction, Gyro Navigation, App/Alexa/Remote Control, Works with 2.4G Wifi, Ideal for Hard Floors, Black", "asin": "B0D66L5413", "price": "$199.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "BPMIO Robot Vacuum and Mop Combo 4500Pa Max Suction with LiDAR Navigation Smart Mapping, 145 Min Runtime Customized Cleaning Schedule, Works with Alexa/WiFi/App, Great for Pet Hair, Carpet, Hard Floor", "asin": "B0D7VC1PYX", "price": "$129.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop, 3-in-1 Robotic Vacuums Cleaner with LiDAR Navigation Smart Mapping & Max Strong 4000Pa Suction, WiFi/App/Alexa Voice Control, Obstacle Avoidance, for Pet Hair, Carpets and more", "asin": "B0DK1V1T6Q", "price": "$689.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 1 left in stock - order soon."},
  {"title": "Robot Vacuum and Mop Combo, LiDAR Navigation with Ultra Slim Design, Smart Mapping Robotic Vacuum Cleaner, 9000Pa Suction, Customizable Cleaning for Pet Hair, Carpets, and Hard Floors", "asin": "B0DK3NNKNQ"},
  {"title": "HONITURE Robot Vacuum and Mop Combo,V8 Pro Robot Vacuum Cleaner with 5000Pa Max Suction,Laser Navigator Robotic Vacuums with 180 Mins Run Time,Self-Charging,App Control,Ideal for Pet Hair", "asin": "B0CX4WBMG9", "price": "$199.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "iRobot Roomba Combo Robot Vacuum & Mop (Y0110) - Easy to use, Power-Lifting Suction, Vacuums and mops, Multi-Surface Cleaning, Smart Navigation Cleans in Neat Rows, Self-Charging, Alexa", "asin": "B0CNKVHSS9", "price": "$214.97", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "roborock Q8 Max+ Robot Vacuum and Mop, Self-Emptying, Hands-Free Cleaning for up to 7 Weeks, Reactive Tech Obstacle Avoidance, 5500 Pa Suction, DuoRoller Brush, APP-Controlled Mopping, White", "asin": "B0C7VH6VK1", "price": "$399.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "MONSGA Robot Vacuum and Mop Combo, 5000Pa Robotic Vacuum with 3.5L Self Emptying Station, Lidar Navigation Robot Vacuum Cleaner, 180mins Runtime, APP/Remote/Voice Control, for Hard Floors and Carpets", "asin": "B0DSJF3JLT", "price": "$359.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "BPMIO Robot Vacuum and Mop Combo, 5500Pa Strong Suction, LiDAR Navigation with Smart Mapping, 120-Min Runtime, Custom Cleaning Schedule, Alexa & WiFi/App Compatible, Ideal for Pet Hair & Hard Floors", "asin": "B0D596KMHR", "price": "$149.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"},
  {"title": "NARWAL Freo X Plus Robot Vacuum and Mop, 7-Week Dust Storage, Zero Tangles, 7800Pa Suction, Mopping, Tri-Laser Obstacle Avoidance, LiDAR Navigation, Multi-Floor Mapping, Works with Alexa, App Control", "asin": "B0CRFV7DPC", "price": "$399.99", "delivery": "FREE delivery Tue, Apr 8"}]
  <|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": "2025-04-06T06:17:59.618Z", // 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": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
  {"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
  {"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
  {"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
  {"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
  {"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
  {"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
  {"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
  {"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
  {"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
  {"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
  {"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
  {"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-04T20:30:21.631Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-04T20:30:38.317Z", "action": "input", "action_argument": "freez"}
  {"timestamp": "2025-04-04T20:30:38.325Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-04T20:30:41.557Z", "action": "click_product", "action_argument": "B019ZTZTVQ"}
  {"timestamp": "2025-04-04T20:31:05.988Z", "action": "purchase", "action_argument": "B074H73J1Q"}
  {"timestamp": "2025-04-06T06:12:27.738Z", "action": "input", "action_argument": "robot mop"}
  {"timestamp": "2025-04-06T06:12:27.954Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:12:34.552Z", "action": "click_product", "action_argument": "B0CRYWLZ56"}
  {"timestamp": "2025-04-06T06:12:58.530Z", "action": "purchase", "action_argument": "B0CRYWLZ56"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-06T06:13:28.638Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:05.019Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:05.856Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:06.585Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:14:10.559Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:16.130Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:16.150Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:18.117Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:18.137Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-06T06:14:40.144Z", "action": "input", "action_argument": "oyster"}
  {"timestamp": "2025-04-06T06:14:40.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:14:46.266Z", "action": "input", "action_argument": "oyster knife"}
  {"timestamp": "2025-04-06T06:14:46.511Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:14:52.486Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:14:55.352Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:15:20.390Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T06:15:30.068Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:15:39.508Z", "action": "input", "action_argument": "reusable fre"}
  {"timestamp": "2025-04-06T06:15:39.638Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T06:16:17.014Z", "action": "click_product", "action_argument": "B09WMDJMJC"}
  {"timestamp": "2025-04-06T06:16:23.622Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T06:16:23.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T06:16:48.986Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T06:17:00.880Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:02.883Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:04.283Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:17.347Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:18.619Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T06:17:43.207Z", "action": "input", "action_argument": "robot "}
  {"timestamp": "2025-04-06T06:17:43.330Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T06:17:44.647Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T06:17:48.462Z", "action": "input", "action_argument": "robot vacuum and mop with map feature"}
  {"timestamp": "2025-04-06T06:17:48.771Z", "action": "click", "action_argument": "search"}
  <|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": "robot vacuum and mop with map feature"}],
  "cart_items": [{"title": "Robot Vacuum and Mop Combo, WiFi/App/Voice, Robotic Vacuum Cleaner with Schedule, 2 in 1 Mopping Robot Vacuum with Water Tank and Dustbin, Self-Charging, Slim, Ideal for Hard Floor, Pet Hair, Carpet", "asin": "B0CRYWLZ56", "price": "$129.99", "quantity": "1"},
  {"title": "Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)", "asin": "B093WPZF1Y", "price": "$9.70", "quantity": "1"},
  {"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "quantity": "1"},
  {"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "price": "$16.79", "quantity": "1"},
  {"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "price": "$21.99", "quantity": "1"},
  {"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.49", "quantity": "1"},
  {"title": "365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count", "asin": "B074H73J1Q", "price": "$3.39"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
  {"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
  {"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.49"},
  {"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
  {"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$3.19"},
  {"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
  {"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
  {"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
  {"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
  {"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
  {"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
  "promotion_items": [{"title": "NADALY D200 Robot Vacuum and Mop Combo, Lidar Navigation Robot Vacuum Cleaner, 6000Pa Suction, 200Mins Runtime, Wi-Fi/App/Alexa Control, Self-Recharging Robotic Vacuum for Carpet Pet Hair Hard Floor", "asin": "B0DSHXT8FR", "price": "$199.99", "quantity": ""},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "quantity": ""},
  {"title": "NARWAL Freo X Plus Robot Vacuum and Mop, 7-Week Dust Storage, Zero Tangles, 7800Pa Suction, Mopping, Tri-Laser Obstacle Avoidance, LiDAR Navigation, Multi-Floor Mapping, Works with Alexa, App Control", "asin": "B0CRFV7DPC", "price": "$399.99", "quantity": ""},
  {"title": "roborock QV 35A Robot Vacuum and Mop, 8000Pa Suction, Upgraded from Qrevo S, Anti-Tangle Brushes, Smart Obstacle Avoidance, Auto Mop Washing, Self-Emptying & Refilling, 200RPM Spinning Mops, Black", "asin": "B0DQ82FJST", "price": "$599.99", "quantity": ""},
  {"title": "Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Schedule, 180mins Runtime, Home Mapping, Wi-Fi/App/Alexa/Remote, Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0DFW52TRD", "price": "$269.99", "quantity": ""},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "quantity": ""},
  {"title": "V5 Robot Vacuum and Mop, Self-Emptying Robotic Vacuum Cleaner, 8500Pa Suction, Pet Hair Tangle Cutter, Laser Navigation, Cat Laser, Carpet Detection, Ideal for Hard Floor, Tile, and Carpet", "asin": "B0DT4KG4RD", "price": "$549.99", "quantity": ""},
  {"title": "eufy X10 Pro Omni Robot Vacuum and Mop Combo, 8,000 Pa Suction, Dual Mops with 12 mm Auto-Lift and Carpet Detection, AI Obstacle Avoidance, Auto Mop Washing, Auto Drying, Self-Emptying, Self-Refilling", "asin": "B0CPFBBHP4", "price": "$549.99", "quantity": ""},
  {"title": "AIRROBO Robot Vacuum and Mop, 3000Pa Powerful Suction Robot Vacuum Cleaner with Self-Charging, Wi-Fi/App/Voice Control, Advanced Obstacle Avoidance, Slim Design, Ideal for Pet Hair, Hard Floor,Carpet", "asin": "B0DPMN3YPY", "price": "$169.99", "quantity": ""}],
  "ads": [{"title": "roborock Q5 Pro+ Robot Vacuum and Mop, Self-Emptying, 5500 Pa Max Suction, DuoRoller Brush, Hands-Free Cleaning for up to 7 Weeks, Precise Navigation, Perfect for Hard Floors, Carpets, and Pet Hair", "asin": "B0C7VN9NWK"},
  {"title": "roborock Qrevo S Robot Vacuum and Mop, Self-Drying, Auto Mop Washing, 7000Pa Suction, Self-Emptying & Refilling, 10mm Auto Lifting, 200RPM Spinning Mops, Smart Obstacle Avoidance, Black", "asin": "B0CTZXJTGJ"},
  {"title": "roborock S8 MaxV Ultra Robot Vacuum & Sonic Mop, 10000 Pa Suction, Corner to Edge Deep Cleaning, Hot Air Self-Drying, Auto Empty & Refill, Detergent Dispenser, Obstacle Avoidance, Black", "asin": "B0CQLPNB2X"}],
  "search_results": [{"title": "AIRROBO Robot Vacuum and Mop, 3000Pa Powerful Suction Robot Vacuum Cleaner with Self-Charging, Wi-Fi/App/Voice Control, Advanced Obstacle Avoidance, Slim Design, Ideal for Pet Hair, Hard Floor,Carpet", "asin": "B0DPMN3YPY", "price": "$169.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "NADALY D200 Robot Vacuum and Mop Combo, Lidar Navigation Robot Vacuum Cleaner, 6000Pa Suction, 200Mins Runtime, Wi-Fi/App/Alexa Control, Self-Recharging Robotic Vacuum for Carpet Pet Hair Hard Floor", "asin": "B0DSHXT8FR", "price": "$199.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "roborock Q5 Pro+ Robot Vacuum and Mop, Self-Emptying, 5500 Pa Max Suction, DuoRoller Brush, Hands-Free Cleaning for up to 7 Weeks, Precise Navigation, Perfect for Hard Floors, Carpets, and Pet Hair", "asin": "B0C7VN9NWK", "price": "$479.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop Combo, 2 in 1 Mopping Robotic Vacuum with Schedule, App/Bluetooth/Voice, Max Suction 3200Pa, Self-Charging Robot Vacuum Cleaner, Slim, Ideal for Pet Hair, Hard Floor, Carpet", "asin": "B0DGX3S47R", "price": "$149.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop Combo, 2 in 1 Mopping Robotic Vacuum with Schedule, App/Bluetooth/Voice, Max Suction 3200Pa, Self-Charging Robot Vacuum Cleaner, Slim, Ideal for Pet Hair, Hard Floor, Carpet", "asin": "B0DGV259DK", "price": "$89.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 8 left in stock - order soon."},
  {"title": "ILIFE A12 Pro Robot Vacuum and Mop Combo, Self Emptying Station for 60 Days, LiDAR Navigation, Home Mapping, No-Go Zones, 2.4G WiFi/App/Alexa/Remote Control, for Hard Floors, 110V", "asin": "B0DP8DPXKW", "price": "$219.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
  {"title": "dreame L10s Ultra Robot Vacuum and Mop Combo, Auto Mop Cleaning and Drying, Self-Refilling and Self-Emptying Base for 60 Days of Cleaning, 5300Pa Suction and AI Navigation, Compatible with Alexa", "asin": "B0B7J95MHN", "price": "$399.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum Cleaner Robot Vacuum and Mop Combo with 4000Pa Suction, Personalized Cleaning Adjustments, Self-Charging Robotic Vacuum Cleaner, Advanced Obstacle Avoidance", "asin": "B0DMDZDLN8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "AIRROBO Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Home Mapping, Schedule, Wi-Fi/App/Alexa/Remote, 180mins Runtime, T20+ Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0CQC24STL", "price": "$349.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "Robot Vacuum and Mop Combo,4200Pa Powerful Robotic Vacuum Cleaner with Self-Charging, Home Automatic Robot Aspiradora for Hard Floor, Low Carpet, Pet Hair, App&Voice&Remote Smart Control", "asin": "B0D2XXSPCR", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Lefant Robot Vacuum and Mop Combo, 4000Pa Suction, Precision Mapping with Lidar & dToF Sensors, Ultrasonic Carpet Detection, Robotic Vacuum Cleaner with Sonic Mopping, WiFi/App/Alexa Control", "asin": "B0BPSJKT6P", "price": "$99.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 20 left in stock - order soon."},
  {"title": "Robot Vacuum and Mop Combo, Self-Emptying, 60-Day Capacity, Schedule, 180mins Runtime, Home Mapping, Wi-Fi/App/Alexa/Remote, Robotic Vacuum Cleaner for Pet, Hard Floors, Carpet", "asin": "B0DFW52TRD", "price": "$269.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "ILIFE V9 Pro Robot Vacuum and Mop Combo, Self Emptying Robot Vacuum Cleaner, 3000Pa Strong Suction, Gyro Navigation, App/Alexa/Remote Control, Works with 2.4G Wifi, Ideal for Hard Floors, Black", "asin": "B0D66L5413", "price": "$199.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "BPMIO Robot Vacuum and Mop Combo 4500Pa Max Suction with LiDAR Navigation Smart Mapping, 145 Min Runtime Customized Cleaning Schedule, Works with Alexa/WiFi/App, Great for Pet Hair, Carpet, Hard Floor", "asin": "B0D7VC1PYX", "price": "$129.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "Robot Vacuum and Mop, 3-in-1 Robotic Vacuums Cleaner with LiDAR Navigation Smart Mapping & Max Strong 4000Pa Suction, WiFi/App/Alexa Voice Control, Obstacle Avoidance, for Pet Hair, Carpets and more", "asin": "B0DK1V1T6Q", "price": "$689.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 1 left in stock - order soon."},
  {"title": "Robot Vacuum and Mop Combo, LiDAR Navigation with Ultra Slim Design, Smart Mapping Robotic Vacuum Cleaner, 9000Pa Suction, Customizable Cleaning for Pet Hair, Carpets, and Hard Floors", "asin": "B0DK3NNKNQ"},
  {"title": "HONITURE Robot Vacuum and Mop Combo,V8 Pro Robot Vacuum Cleaner with 5000Pa Max Suction,Laser Navigator Robotic Vacuums with 180 Mins Run Time,Self-Charging,App Control,Ideal for Pet Hair", "asin": "B0CX4WBMG9", "price": "$199.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "iRobot Roomba Combo Robot Vacuum & Mop (Y0110) - Easy to use, Power-Lifting Suction, Vacuums and mops, Multi-Surface Cleaning, Smart Navigation Cleans in Neat Rows, Self-Charging, Alexa", "asin": "B0CNKVHSS9", "price": "$214.97", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "roborock Q8 Max+ Robot Vacuum and Mop, Self-Emptying, Hands-Free Cleaning for up to 7 Weeks, Reactive Tech Obstacle Avoidance, 5500 Pa Suction, DuoRoller Brush, APP-Controlled Mopping, White", "asin": "B0C7VH6VK1", "price": "$399.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
  {"title": "MONSGA Robot Vacuum and Mop Combo, 5000Pa Robotic Vacuum with 3.5L Self Emptying Station, Lidar Navigation Robot Vacuum Cleaner, 180mins Runtime, APP/Remote/Voice Control, for Hard Floors and Carpets", "asin": "B0DSJF3JLT", "price": "$359.99", "delivery": "FREE delivery Tue, Apr 8"},
  {"title": "BPMIO Robot Vacuum and Mop Combo, 5500Pa Strong Suction, LiDAR Navigation with Smart Mapping, 120-Min Runtime, Custom Cleaning Schedule, Alexa & WiFi/App Compatible, Ideal for Pet Hair & Hard Floors", "asin": "B0D596KMHR", "price": "$149.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"},
  {"title": "NARWAL Freo X Plus Robot Vacuum and Mop, 7-Week Dust Storage, Zero Tangles, 7800Pa Suction, Mopping, Tri-Laser Obstacle Avoidance, LiDAR Navigation, Multi-Floor Mapping, Works with Alexa, App Control", "asin": "B0CRFV7DPC", "price": "$399.99", "delivery": "FREE delivery Tue, Apr 8"}]
  <|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": "2025-04-06T06:17:59.618Z", // 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>
  