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"}
  <|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": "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": "Triple Omega 3 6 9, Flaxseed, Safflower, & Olive Oils, Healthy Heart Support, Fish Free Omega 3 Supplement, 150 Softgels, 75 Day Supply", "asin": "B003PGJM00", "price": "$25.05", "quantity": ""},
  {"title": "Replenish Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 10 FL OZ (Pack of 2)", "asin": "B001GI94SO", "price": "$15.97", "quantity": ""},
  {"title": "Complete Powder Dishwasher Detergent, Fresh Scent, 75 oz, White", "asin": "B000VCFBFG", "price": "$6.49", "quantity": ""},
  {"title": "Body Wash, Pure Peace, Paraben and Phthalate Free, Biodegradable Formula, 28 oz (Pack of 1)", "asin": "B0BT1VXDGD", "price": "$10.97", "quantity": ""},
  {"title": "Sport Tampons Regular Absorbency, Fragrance-Free - 48ct | Regular Tampons for Women, Feminine Care, Playtex Tampon with 360 Leak Defense", "asin": "B08L4NV4XN", "price": "$9.97", "quantity": ""},
  {"title": "Premium Lutigold Lutein Carotenoid 20mg with Zeaxanthin for Men and Women, Dietary Supplement for Eye Health Support, 8 Month Supply, 120 Easy-To-Swallow Softgels, 2 Pack", "asin": "B09YMVJRTH", "price": "$17.02", "quantity": ""},
  {"title": "Baking Soda, 16 Ounce", "asin": "B074J7X1DN", "price": "$1.79", "quantity": ""},
  {"title": "Small Trash Bags 4 Gallon - 100 Count 4 Gallon Trash Bag, Small Garbage Bags for Office Bedroom Bathroom Trash Bags, White 4 Gal Small Trash Can Liners", "asin": "B0BTBRP495", "price": "$6.99", "quantity": ""},
  {"title": "Air Fryer Paper Liners, 125Pcs Air Fryer Disposable Liners, Non-Stick and Oil Proof for Easy Cleanup, 8\u201d Square for 5-8 qt Basket by Baker's Signature", "asin": "B0C6Y8NYK1", "price": "$12.99", "quantity": ""},
  {"title": "3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "B09F8FZ18G", "price": "$14.83", "quantity": ""},
  {"title": "AirPods Pro 2 Wireless Earbuds, Bluetooth Headphones, Active Noise Cancellation, Hearing Aid Feature, Transparency, Personalized Spatial Audio, High-Fidelity Sound, H2 Chip, USB-C Charging", "asin": "B0D1XD1ZV3", "price": "$199.00", "quantity": ""},
  {"title": "Advanced Soap Control Non-Scratch Dishwand, 1 Dish Wand, Keep Hands Out of the Mess, Prevents Soap from Leaking, Leak-Free Guarantee, Best for Nonstick Pots and Pans, Glass, Tubs, & More", "asin": "B07PB5NP63", "price": "$3.33", "quantity": ""},
  {"title": "For California High Pressure 6-Setting 3.5\" Chrome Face Handheld Shower with Hose for Ultimate Shower Experience! Officially Tested to Meet Strict US Quality & Performance Standards!", "asin": "B09L5DVKL6", "price": "$17.99", "quantity": ""},
  {"title": "Computer Monitor Lamp, Screen Monitor Light Bar for Eye Caring, USB Reading LED Task Lamp with Auto-Dimming, Dimmable Lamp Bar, Touch Control, No Glare Space Saving Home Office Desk Lamps", "asin": "B08DKQ3JG1", "price": "$39.95", "quantity": ""},
  {"title": "Matcha Whisk Set, Bamboo Matcha Whisk (Chasen), 4 Pcs Traditional Starter Matcha Set, Scoop (Chashaku) Tea Spoon Whisk Holder, Matcha Accessory, Traditional Japanese Matcha Stirrer Set", "asin": "B07X52X3L9", "price": "$13.99", "quantity": ""},
  {"title": "Playtex Sport Tampons Super Absorbency, Fragrance-Free - 48ct | Super Tampons for Women, Feminine Care, Playtex Tampon with 360 Leak Defense", "asin": "B08L4PST6Q", "price": "$9.97", "quantity": ""},
  {"title": "Silicone Freezer Trays with Lid,1-cup Soup Freezer Container large Ice Cube Molds with Reinforced Steel Ring Top for freezing Soup Sauce Broth Leftovers oven Dishwasher -Safe(2-Pack)", "asin": "B0CP1PY5HX", "price": "$15.99", "quantity": ""},
  {"title": "Puremoist Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 20 Fl Oz (pack of 2- 10oz bottles)", "asin": "B005JRAYJQ", "price": "$17.97", "quantity": ""},
  {"title": "Ski Mask for Men Women, Balaclava Face Cover, Shiesty Mask UV Protector Lightweight for Motorcycle Snowboard", "asin": "B07PFGMG5F", "price": "$7.99", "quantity": ""},
  {"title": "Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)", "asin": "B0B6PLG6G2", "price": "$12.99", "quantity": ""},
  {"title": "Liqui-Gels Pain Reliever And Fever Reducer, Pain Medicine For Adults With Ibuprofen 200mg For Headache, Backache, Menstrual Pain And Joint Pain Relief - 40 Liquid Filled Capsules", "asin": "B000QYN4JO", "price": "$6.37", "quantity": ""},
  {"title": "Balaclava Ski Mask, Motorcycle UV Protector Scarf, Summer Cooling Neck Gaiter for Men/Women", "asin": "B086Z2WR6Y", "price": "$5.99", "quantity": ""},
  {"title": "Humidifiers for Bedroom Home, 3.6 L Cool Mist Top-Fill 34H Super Long Time, Quiet 16dB, Baby Humidifier, Oil Diffuser for Large Room, Plants, Nursery, Office BPA FREE, 7 Color Light Ultrasonic", "asin": "B09LM1588Z", "price": "$29.98", "quantity": ""},
  {"title": "Tears Lubricant eye drops 4x15 ml, 1x5 ml", "asin": "B075ZW75B4", "price": "$25.90", "quantity": ""},
  {"title": "Sport Tampons, Super Plus Absorbency, Fragrance-Free - 36ct", "asin": "B004WPJBF4", "price": "$7.96", "quantity": ""},
  {"title": "Liqui-Gels Pain Reliever and Fever Reducer, Pain Medicine for Adults with Ibuprofen 200mg for Headache, Backache, Menstrual Pain and Joint Pain Relief - 160 Liquid Filled Capsules", "asin": "B001VH7G62", "price": "$18.39", "quantity": ""},
  {"title": "Organic Ceremonial First Spring Blend \u2013 Authentic Japanese First Harvest Ceremonial Grade Matcha Green Tea Powder from Kagoshima, Japan (40g / 1.4oz)", "asin": "B07GNRLX46", "price": "$25.99", "quantity": ""},
  {"title": "Shoe & Sneaker Care, Shoe Cleaning, Cleans & Conditions Footwear", "asin": "B00D12KGYE", "price": "$18.00", "quantity": ""},
  {"title": "Superior Ceremonial Blend \u2013 Authentic Japanese First Harvest Ceremonial Grade Matcha Green Tea Powder from Uji, Kyoto (40g / 1.4oz)", "asin": "B01L2GW7SI", "price": "$23.99", "quantity": ""},
  {"title": "Beetles Blooming Gel 15ml Clear Uv Led Blossom Gel Polish for Spreading Effect Marble Natural Stone Watercolor Floral Print Soak off Diy Nail Art Design Manicure Gift for Women", "asin": "B09DKNYMD2", "price": "$8.49", "quantity": ""},
  {"title": "100% Erythritol Zero Calorie Plant-Based Sugar Alternative, 4 Pound Pouch (Packaging May Vary )", "asin": "B07MCYC3T1", "price": "$17.59", "quantity": ""},
  {"title": "White Pearl Chrome Nail Powder,Iridescent Aurora Powder Metallic Mirror Effect Pigment Pearlescent Mermaid Pigment Pearl Glitter Dust Kit,Nail Art Decoration, Resin Craft", "asin": "B0C2P6LVTT", "price": "$5.99", "quantity": ""},
  {"title": "16ml 2 Pcs Glassy Gel Top Coat and Base Coat Set,No Wipe Foundation Combination for UV Light Cure Nail Polish", "asin": "B0BD4MMFVM", "price": "$6.99", "quantity": ""},
  {"title": "Clear Self Sealing Cellophane Bags,4x6 Inches 200 Pcs Cookie Bags Resealable Cellophane Bag for Packaging Cookies, Candy and Products", "asin": "B08KG7S2FT", "price": "$8.49", "quantity": ""},
  {"title": "Almond Flour, Gluten Free, Blanched, Finely Sifted, 48 oz", "asin": "B07L9Q45HG", "price": "$11.48", "quantity": ""},
  {"title": "Organic Green Tea Powder - Culinary Grade Premium Second Harvest - Authentic Japanese Origin (1.06 Ounce Resealable Pouch)", "asin": "B00PFDH0IC", "price": "$9.95", "quantity": ""},
  {"title": "Wound Dressing Sacrum Foam Bandages Silicone Adhesive Border 7\"x7\" Waterproof Sacral Pads Absorbent Breathable Bed Sore Pressure Dressing", "asin": "B08F4Y1QHF", "price": "$19.99", "quantity": ""},
  {"title": "Non-Scratch Dishwand Refill, 10 Dish Wand Sponge Refills, Removes Stuck-on Food, Best for Nonstick Pots and Pans, Glass, Tubs & Showers, Fits all Scotch Brite Dishwands", "asin": "B093J6HM4Z", "price": "$16.64", "quantity": ""},
  {"title": "Disposable Piping Bags 12 Inch - 100 Anti Burst Pastry Bags - Icing Piping Bags for Frosting - Ideal for Cakes and Cookies Decoration", "asin": "B08C7MHSTJ", "price": "$6.99", "quantity": ""},
  {"title": "Ultra Bleach Alternative Dishwashing Liquid Dish Soap, Honey Berry Hula, 21.6 fl oz", "asin": "B06X95V1DW", "price": "$2.99", "quantity": ""},
  {"title": "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, 19 Fluid Ounce", "asin": "B08CQDF382", "price": "$17.80", "quantity": ""},
  {"title": "Sport Tampons Multipack (24ct Regular/24ct Super), Fragrance-Free - 48ct | Tampons Regular and Super, Playtex Tampon Multipack, Feminine Care with 360 Leak Defense", "asin": "B08L4Q75QP", "price": "$9.97", "quantity": ""},
  {"title": "Fabric Softener Liquid, Clean Breeze Scent, 44 fl oz, 60 Loads", "asin": "B0CCK45S6B", "price": "$4.97", "quantity": ""},
  {"title": "Misty Nebulizer, Portable Nebulizer with Intuitive LED Interface and Auto-Cleaning, Handheld Nebulizer for Adults Kids", "asin": "B0DSP6LSW3", "price": "$59.99", "quantity": ""},
  {"title": "Creator 3 in 1 Wild Animals: Pink Flamingo Animal Building Toy - Includes 3 Building Options, Pink Flamingo, Cockatoo, or Axolotl - Learning Toy for Kids, Girls, and Boys, Ages 8+ - 31170", "asin": "B0DJ1B3Q5Q", "price": "$24.95", "quantity": ""},
  {"title": "Indulgence Protein Shake, 30g Protein, 3g Sugar, Chocolate Covered Strawberry, 11.5 fl oz, Pack of 12", "asin": "B0DLCNXJD1", "price": "$28.39", "quantity": ""},
  {"title": "Car Phone Holder for Magsafe [78+LBS Strongest Suction & 2400gf Strongest Magnetic] 360\u00b0 Adjustable Car Phone Mount, Cell Phone Holders for Your Car for All Smartphones & All Car Models (Carbon Fiber)", "asin": "B0DN1S1YLV", "price": "$26.99", "quantity": ""},
  {"title": "Hydrating Anti Dandruff Shampoo, 1% Pyrithione Zinc Dandruff Treatment With Ceramides, Niacinamide & Hyaluronic Acid, Helps Eliminate Flakes & Provides Itchy Scalp Relief, Sulfate Free, 12 Oz", "asin": "B0DV43L7J8", "price": "$9.97", "quantity": ""},
  {"title": "Hair Cactus Fruit 3-In-1 Styling Cream & Taming Wand - Tame Flyaways, Smooth Frizz, Style Edges (0.6 oz.)", "asin": "B0DHLR2TJM", "price": "$18.00", "quantity": ""},
  {"title": "Super Serum Body Wash for Extra Dry Skin, 24hr Long Lasting Hydration, 5+ Ingredient Serum Complex for Bright Even Firm Luminous Skin, 18.5 fl oz", "asin": "B0DMQ7J3YQ", "price": "$12.97", "quantity": ""},
  {"title": "Label Maker Tape Refill Compatible with Brother P-Touch Label Tape TZ TZe Tape 12mm 0.47 Laminated White 1/2\" Black on White TZe-231 TZE231 for PT-D210 D220 H110 D410 P710BT H111 1070 1880, 6-Pack", "asin": "B0DK8D8RXW", "price": "$20.99", "quantity": ""},
  {"title": "Gravy Bursts Dry Cat Food, Chicken, 3 LB Bag", "asin": "B0D9MW74TG", "price": "$5.72", "quantity": ""},
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  {"title": "Anti-Dandruff Shampoo with 1% Ketoconazole, Fresh Scent, 7 Fl Oz", "asin": "B00AINMFAC", "price": "$15.88", "quantity": ""},
  {"title": "Ultra Premium Clumping Cat Litter, 40 pound bag ( Pack May Vary )", "asin": "B0009X29WK", "price": "$20.56", "quantity": ""},
  {"title": "Ashwagandha & Vitamin D Gummy - 60 Count - Mixed Berry, KSM-66, Vegan, Plant Based, Non-GMO, Gluten-Free & Gelatin Free Relax. Restore. Unwind, Pack of 1", "asin": "B094T2BZCK", "price": "$14.98", "quantity": ""},
  {"title": "Poop Bags for Dogs, Guaranteed Leak Proof and Extra Thick Waste Bag Refill Rolls, Lavender Scented, 270 Count", "asin": "B00BSYR7K8", "price": "$13.99", "quantity": ""},
  {"title": "iPhone Charger Fast Charging 2 Pack Type C Wall Charger Block with 2 Pack [6FT&10FT] Long USB C to Lightning Cable for iPhone 14/13/12/12 Pro Max/11/Xs Max/XR/X,AirPods Pro", "asin": "B0B283QP2N", "price": "$9.99", "quantity": ""},
  {"title": "Men's Crew T-Shirts, Multipack, Style G1100", "asin": "B077ZMKWVM", "price": "$18.97", "quantity": ""},
  {"title": "Churu Cat Treats, Grain-Free, Lickable, Squeezable Creamy Pur\u00e9e Cat Treat/Topper with Vitamin E & Taurine, 0.5 Ounces Each Tube, 50 Tubes, Tuna & Chicken Variety", "asin": "B07D323MFZ", "price": "$21.49", "quantity": ""},
  {"title": "3 Pack Privacy Screen Protector for iPhone 16 Pro Max [6.9 inch]+ 3 Pack Camera Lens Protector,Dynamic Island Compatible,Anti Spy Tempered Glass[9H Hardness]-HD [6 Pack]", "asin": "B0D9LL9BKW", "price": "$9.98", "quantity": ""},
  {"title": "67XL Black High-yield Ink Cartridge | Works with HP DeskJet 1255, 2700, 4100 Series, HP ENVY 6000, 6400 Series | Eligible for Instant Ink | One Size | 3YM57AN", "asin": "B08412PTS8", "price": "$29.89", "quantity": ""},
  {"title": "Zero Ultra, Sugar Free Energy Drink, 16 Ounce (Pack of 15)", "asin": "B0BL7316GD", "price": "$27.48", "quantity": ""},
  {"title": "Shown on TV \u2013 Super Absorbent Microfiber Dog Door Mat for Muddy Paws, Non-Slip Washable Pet Rug, Quick Dry Chenille Entryway Carpet, Machine Washable Indoor Outdoor mat, Grey 30\"x19\"", "asin": "B08N6VLJKV", "price": "$19.95", "quantity": ""},
  {"title": "Gold Standard 100% Whey Protein Powder, Double Rich Chocolate, 2 Pound (Packaging May Vary)", "asin": "B002DYIZH6", "price": "$35.99", "quantity": ""},
  {"title": "Capsules Vertuo, Double Espresso Chiaro, Medium Roast Espresso Coffee, 30-Count Coffee Pods, Brews 2.7oz.", "asin": "B07M8P8F73", "price": "$37.50", "quantity": ""},
  {"title": "Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""},
  {"title": "Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)", "asin": "B09MFMCTRK", "price": "$14.99", "quantity": ""},
  {"title": "URO Vaginal Probiotics for Women pH Balance with Prebiotics & Lactobacillus Probiotic Blend - Women's Vaginal Health Supplement - Promote Healthy Vaginal Odor & Vaginal Flora, 60 Count (Pack of 1)", "asin": "B0D5FZGY8W", "price": "$28.97", "quantity": ""},
  {"title": "Lavender Essential Oil with Glass Dropper | 100% Pure and Natural Lavender Oil | Premium Grade Essential Oils for Diffusers, Skin, Aromatherapy, Massage | 4 Fl Oz", "asin": "B00TSTZQEY", "price": "$16.99", "quantity": ""},
  {"title": "Medicated Cooling Pads, 100 Count \u2013 Pads with Witch Hazel, Cleanses Sensitive Areas, Protects from Irritation, Hemorrhoid Treatment, Medicated Pads Used By Hospitals", "asin": "B06ZYLFV8L", "price": "$7.68", "quantity": ""},
  {"title": "Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)", "asin": "B07BVYZL88", "price": "$21.48", "quantity": ""},
  {"title": "24 Hour Allergy Relief, Cetirizine Hydrochloride Tablets, 10 mg, 300 Count (Packaging may vary)", "asin": "B074F145Y1", "price": "$13.41", "quantity": ""},
  {"title": "Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)", "asin": "B019ND0DU6", "price": "$13.92", "quantity": ""},
  {"title": "Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct", "asin": "B01HI7WP0U", "price": "$12.47", "quantity": ""},
  {"title": "Organic Castor Oil - 16 Fl Oz - 100% Pure and Natural - Premium Grade Carrier Oil for Hair Growth, Eyelashes and Eyebrows - Hair and Body - Expeller-Pressed & Hexane-Free", "asin": "B0734849YK", "price": "$9.99", "quantity": ""},
  {"title": "CURAD Alcohol Prep Pads (Pack of 4 Boxes) | 400 Pieces of Medium Isopropyl Alcohol Wipes Individually Wrapped | First Aid Alcohol Swabs for Cuts & Scrapes | Medical Alcohol Pads for General Cleansing", "asin": "B00KOSP454", "price": "$5.59", "quantity": ""},
  {"title": "Mind Bodhi Toe Spacers / Toe Separators - For Men and Women - Correcting Bunions and Restoring Toes to Their Original Shape \u2013 Blue", "asin": "B07M5C72VQ", "price": "$9.99", "quantity": ""},
  {"title": "Omeprazole Delayed Release Tablets 20 mg, Treats Frequent Heartburn, Acid Reducer, Heartburn Medicine, 42 Count (Pack of 1) (Packaging may vary)", "asin": "B074F1RWV9", "price": "$10.52", "quantity": ""},
  {"title": "SP657 Premium Permethrin Insect Repellent for Clothing, Gear & Tents, Trigger Spray, 24-Ounce", "asin": "B001ANQVYU", "price": "$17.95", "quantity": ""},
  {"title": "Washable Underpads 34\" x 36\" (Pack of 4), Waterproof Reusable Heavy Absorbency Incontinence Bed Pads for Adults, Kids, Elderly and Pets, Bedwetting Pads for Sofa and Couch (Blue)", "asin": "B07Q1XCM3L", "price": "$18.99", "quantity": ""},
  {"title": "Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
  {"title": "Ultimate Odor Control, Feminine Body Wash with Boric Acid, Removes Odor, Feminine Wash with pH Balance, 15 Fl Oz", "asin": "B0CLX6BXNR", "price": "$4.98", "quantity": ""},
  {"title": "Original Popcorn, Individual Snack Size Bags, Skinny Pop, Healthy Popcorn Snacks, Gluten Free, 0.65 Ounce (Pack of 30)", "asin": "B00KE1E7YA", "price": "$15.30", "quantity": ""},
  {"title": "Gum | Aspartame Free Chewing Gum | 100% Xylitol | Natural Spearmint Flavored Gum, 55 Pieces (Pack of 3)", "asin": "B06X8Z2W7W", "price": "$10.02", "quantity": ""},
  {"title": "Gummy Clusters, Candy, Rainbow, Crunchy and Gummy, 8 oz", "asin": "B08LGD7WRZ", "price": "$3.97", "quantity": ""},
  {"title": "Protein Shake, Chocolate, 26g Bottle, 14oz, 12 Pack", "asin": "B07LD2NV9X", "price": "$38.99", "quantity": ""},
  {"title": "Organic Hibiscus Tea, 100 Count, Eco-Conscious Tea Bags, Caffeine Free, Packaging May Vary (Pack of 1)", "asin": "B07ND51YPC", "price": "$19.99", "quantity": ""},
  {"title": "Kiwi Strawberry, Zero Calorie Sports Drinking Water with Electrolytes and Vitamins C&E, 16.9 Fl Oz (Pack of 12) - Packaging May Vary", "asin": "B002U58PRI", "price": "$9.74", "quantity": ""},
  {"title": "Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.47", "quantity": ""},
  {"title": "Original Easter Jelly Beans Chewy Candy, 14 oz Bag", "asin": "B000WH4OQW", "price": "$3.97", "quantity": ""},
  {"title": "Crackers Big Smiles Variety Pack with Cheddar, Colors, and Pretzels, Snack Packs, 30 Ct", "asin": "B01GQ5GQEG", "price": "$12.86", "quantity": ""},
  {"title": "English Breakfast Black Tea Individually Wrapped Bags, 100 Count (Pack of 1), Smooth, Flavourful, and Robust, Caffeinated, Enjoy Hot or Iced | Packaging May Vary", "asin": "B001GM60LE", "price": "$11.42", "quantity": ""},
  {"title": "K-Cup Coffee Pods, Medium Roast Coffee, Pike Place Roast for Keurig Brewers, 100% Arabica, 4 boxes (96 pods total)", "asin": "B009GDBNF8", "price": "$57.31", "quantity": ""},
  {"title": "Milk Chocolate Delight Protein Shake, 15g Protein, Low Glycemic, 2g Net Carb, 1g Sugar, Keto Friendly, 12 Count", "asin": "B0015068PA", "price": "$17.18", "quantity": ""},
  {"title": "Fun Times Mix Variety Pack, (Pack of 40)", "asin": "B076H6F974", "price": "$22.43", "quantity": ""},
  {"title": "C4 Performance Energy Drink | SKITTLES | Zero Sugar Carbonated Preworkout Energy | 200mg Caffeine with Beta Alanine | 16 Fl Oz (12 Pack)", "asin": "B09RGKQW2L", "price": "$22.99", "quantity": ""},
  {"title": "Original Dog Treats Biscuits for Medium Dogs, 10 Pound", "asin": "B000I82DTU", "price": "$14.98", "quantity": ""},
  {"title": "Indoor Pan-Tilt Home Security Camera, 1080p HD Dog Camera w/Night Vision, Motion Detection for Baby & Pet Monitor, Cloud & SD Card Storage, Works w/ Alexa & Google Home, 2.4G WiFi (EC71)", "asin": "B0BXMSS8Z7", "price": "$19.99", "quantity": ""},
  {"title": "Pet Odor Eliminator Spray - Patented NO Fragrance NO Harsh Chemicals Organic Odor Eliminator Works On-Contact Home, Auto, Upholstery, and more Fast Easy Safe for Pets, People and the Planet!", "asin": "B09PF4KVHJ", "price": "$23.97", "quantity": ""},
  {"title": "50 Count 30\u201d x 36\u201d Super Absorbency Disposable Underpads, Leakproof Quick Drying, Baby Puppy & Adults Bed Pads Disposable Adults, Dog Pee Pads Extra Large, XXL Incontinence Pads", "asin": "B0CPPLFQKB", "price": "$27.99", "quantity": ""},
  {"title": "Purina Pro Plan Veterinary Supplements FortiFlora Dog Probiotic Supplement, Canine Nutritional Supplement - 30 Ct. Box", "asin": "B001650NNW", "price": "$30.99", "quantity": ""},
  {"title": "Classic Crunchy and Soft Cat Treats Tasty Chicken Flavor, 30 oz. Tub", "asin": "B01LNB6SA0", "price": "$15.48", "quantity": ""},
  {"title": "Dog Poop Bags with Dispenser, 300 Count, Enhanced for Guaranteed Leakproof, Unscented, Includes Leash Clip", "asin": "B00NABTC8M", "price": "$8.19", "quantity": ""},
  {"title": "Life Protection Formula Adult Dry Dog Food, Helps Build and Maintain Strong Muscles, Made with Natural Ingredients, Chicken & Brown Rice Recipe, 30-lb. Bag", "asin": "B0009YWKUA", "price": "$64.98", "quantity": ""},
  {"title": "Extreme Clumping Litter With Febreze Freshness, Mountain Spring Scent Clumping Cat Litter With Guaranteed Odor Control, 14 lb. Box", "asin": "B0747RSKTG", "price": "$11.53", "quantity": ""},
  {"title": "Crinkle Dog Toy for Small, Medium, and Large Breeds, Cute No Stuffing Duck with Soft Squeaker, Fun for Indoor Puppies and Senior Pups, Plush No Mess Chew and Play - Yellow", "asin": "B09BBM5CX8", "price": "$5.99", "quantity": ""},
  {"title": "Pet Grooming Wipes for Dogs and Cats, Hypoallergenic, Cleaning and Hydrating, for Paws, Body and Butt, Unscented, 100 Count", "asin": "B07NHL31CC", "price": "$9.98", "quantity": ""},
  {"title": "Large Dog Vet-Recommended Flea & Tick Treatment & Prevention Collar for Dogs Over 18 lbs. | 8 Months Protection", "asin": "B00B8CG602", "price": "$59.98", "quantity": ""},
  {"title": "All-Absorb A26 Male Dog Wrap, 50 Count, Small", "asin": "B07C22NTL4", "price": "$17.99", "quantity": ""},
  {"title": "ProBright Dental Powder - Dog Breath Freshener - Teeth Cleaning Made Easy \u2013 Targets Tartar & Bad Breath - Formulated for Small Dogs", "asin": "B0C5Y6MBCR", "price": "$35.23", "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": "2025-04-06T06:15:20.390Z", // 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"}
  <|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": "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"},
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  {"title": "Large Dog Vet-Recommended Flea & Tick Treatment & Prevention Collar for Dogs Over 18 lbs. | 8 Months Protection", "asin": "B00B8CG602", "price": "$59.98", "quantity": ""},
  {"title": "All-Absorb A26 Male Dog Wrap, 50 Count, Small", "asin": "B07C22NTL4", "price": "$17.99", "quantity": ""},
  {"title": "ProBright Dental Powder - Dog Breath Freshener - Teeth Cleaning Made Easy \u2013 Targets Tartar & Bad Breath - Formulated for Small Dogs", "asin": "B0C5Y6MBCR", "price": "$35.23", "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": "2025-04-06T06:15:20.390Z", // 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"}
  <|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": "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": "Triple Omega 3 6 9, Flaxseed, Safflower, & Olive Oils, Healthy Heart Support, Fish Free Omega 3 Supplement, 150 Softgels, 75 Day Supply", "asin": "B003PGJM00", "price": "$25.05", "quantity": ""},
  {"title": "Replenish Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 10 FL OZ (Pack of 2)", "asin": "B001GI94SO", "price": "$15.97", "quantity": ""},
  {"title": "Complete Powder Dishwasher Detergent, Fresh Scent, 75 oz, White", "asin": "B000VCFBFG", "price": "$6.49", "quantity": ""},
  {"title": "Body Wash, Pure Peace, Paraben and Phthalate Free, Biodegradable Formula, 28 oz (Pack of 1)", "asin": "B0BT1VXDGD", "price": "$10.97", "quantity": ""},
  {"title": "Sport Tampons Regular Absorbency, Fragrance-Free - 48ct | Regular Tampons for Women, Feminine Care, Playtex Tampon with 360 Leak Defense", "asin": "B08L4NV4XN", "price": "$9.97", "quantity": ""},
  {"title": "Premium Lutigold Lutein Carotenoid 20mg with Zeaxanthin for Men and Women, Dietary Supplement for Eye Health Support, 8 Month Supply, 120 Easy-To-Swallow Softgels, 2 Pack", "asin": "B09YMVJRTH", "price": "$17.02", "quantity": ""},
  {"title": "Baking Soda, 16 Ounce", "asin": "B074J7X1DN", "price": "$1.79", "quantity": ""},
  {"title": "Small Trash Bags 4 Gallon - 100 Count 4 Gallon Trash Bag, Small Garbage Bags for Office Bedroom Bathroom Trash Bags, White 4 Gal Small Trash Can Liners", "asin": "B0BTBRP495", "price": "$6.99", "quantity": ""},
  {"title": "Air Fryer Paper Liners, 125Pcs Air Fryer Disposable Liners, Non-Stick and Oil Proof for Easy Cleanup, 8\u201d Square for 5-8 qt Basket by Baker's Signature", "asin": "B0C6Y8NYK1", "price": "$12.99", "quantity": ""},
  {"title": "3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "B09F8FZ18G", "price": "$14.83", "quantity": ""},
  {"title": "AirPods Pro 2 Wireless Earbuds, Bluetooth Headphones, Active Noise Cancellation, Hearing Aid Feature, Transparency, Personalized Spatial Audio, High-Fidelity Sound, H2 Chip, USB-C Charging", "asin": "B0D1XD1ZV3", "price": "$199.00", "quantity": ""},
  {"title": "Advanced Soap Control Non-Scratch Dishwand, 1 Dish Wand, Keep Hands Out of the Mess, Prevents Soap from Leaking, Leak-Free Guarantee, Best for Nonstick Pots and Pans, Glass, Tubs, & More", "asin": "B07PB5NP63", "price": "$3.33", "quantity": ""},
  {"title": "For California High Pressure 6-Setting 3.5\" Chrome Face Handheld Shower with Hose for Ultimate Shower Experience! Officially Tested to Meet Strict US Quality & Performance Standards!", "asin": "B09L5DVKL6", "price": "$17.99", "quantity": ""},
  {"title": "Computer Monitor Lamp, Screen Monitor Light Bar for Eye Caring, USB Reading LED Task Lamp with Auto-Dimming, Dimmable Lamp Bar, Touch Control, No Glare Space Saving Home Office Desk Lamps", "asin": "B08DKQ3JG1", "price": "$39.95", "quantity": ""},
  {"title": "Matcha Whisk Set, Bamboo Matcha Whisk (Chasen), 4 Pcs Traditional Starter Matcha Set, Scoop (Chashaku) Tea Spoon Whisk Holder, Matcha Accessory, Traditional Japanese Matcha Stirrer Set", "asin": "B07X52X3L9", "price": "$13.99", "quantity": ""},
  {"title": "Playtex Sport Tampons Super Absorbency, Fragrance-Free - 48ct | Super Tampons for Women, Feminine Care, Playtex Tampon with 360 Leak Defense", "asin": "B08L4PST6Q", "price": "$9.97", "quantity": ""},
  {"title": "Silicone Freezer Trays with Lid,1-cup Soup Freezer Container large Ice Cube Molds with Reinforced Steel Ring Top for freezing Soup Sauce Broth Leftovers oven Dishwasher -Safe(2-Pack)", "asin": "B0CP1PY5HX", "price": "$15.99", "quantity": ""},
  {"title": "Puremoist Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 20 Fl Oz (pack of 2- 10oz bottles)", "asin": "B005JRAYJQ", "price": "$17.97", "quantity": ""},
  {"title": "Ski Mask for Men Women, Balaclava Face Cover, Shiesty Mask UV Protector Lightweight for Motorcycle Snowboard", "asin": "B07PFGMG5F", "price": "$7.99", "quantity": ""},
  {"title": "Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)", "asin": "B0B6PLG6G2", "price": "$12.99", "quantity": ""},
  {"title": "Liqui-Gels Pain Reliever And Fever Reducer, Pain Medicine For Adults With Ibuprofen 200mg For Headache, Backache, Menstrual Pain And Joint Pain Relief - 40 Liquid Filled Capsules", "asin": "B000QYN4JO", "price": "$6.37", "quantity": ""},
  {"title": "Balaclava Ski Mask, Motorcycle UV Protector Scarf, Summer Cooling Neck Gaiter for Men/Women", "asin": "B086Z2WR6Y", "price": "$5.99", "quantity": ""},
  {"title": "Humidifiers for Bedroom Home, 3.6 L Cool Mist Top-Fill 34H Super Long Time, Quiet 16dB, Baby Humidifier, Oil Diffuser for Large Room, Plants, Nursery, Office BPA FREE, 7 Color Light Ultrasonic", "asin": "B09LM1588Z", "price": "$29.98", "quantity": ""},
  {"title": "Tears Lubricant eye drops 4x15 ml, 1x5 ml", "asin": "B075ZW75B4", "price": "$25.90", "quantity": ""},
  {"title": "Sport Tampons, Super Plus Absorbency, Fragrance-Free - 36ct", "asin": "B004WPJBF4", "price": "$7.96", "quantity": ""},
  {"title": "Liqui-Gels Pain Reliever and Fever Reducer, Pain Medicine for Adults with Ibuprofen 200mg for Headache, Backache, Menstrual Pain and Joint Pain Relief - 160 Liquid Filled Capsules", "asin": "B001VH7G62", "price": "$18.39", "quantity": ""},
  {"title": "Organic Ceremonial First Spring Blend \u2013 Authentic Japanese First Harvest Ceremonial Grade Matcha Green Tea Powder from Kagoshima, Japan (40g / 1.4oz)", "asin": "B07GNRLX46", "price": "$25.99", "quantity": ""},
  {"title": "Shoe & Sneaker Care, Shoe Cleaning, Cleans & Conditions Footwear", "asin": "B00D12KGYE", "price": "$18.00", "quantity": ""},
  {"title": "Superior Ceremonial Blend \u2013 Authentic Japanese First Harvest Ceremonial Grade Matcha Green Tea Powder from Uji, Kyoto (40g / 1.4oz)", "asin": "B01L2GW7SI", "price": "$23.99", "quantity": ""},
  {"title": "Beetles Blooming Gel 15ml Clear Uv Led Blossom Gel Polish for Spreading Effect Marble Natural Stone Watercolor Floral Print Soak off Diy Nail Art Design Manicure Gift for Women", "asin": "B09DKNYMD2", "price": "$8.49", "quantity": ""},
  {"title": "100% Erythritol Zero Calorie Plant-Based Sugar Alternative, 4 Pound Pouch (Packaging May Vary )", "asin": "B07MCYC3T1", "price": "$17.59", "quantity": ""},
  {"title": "White Pearl Chrome Nail Powder,Iridescent Aurora Powder Metallic Mirror Effect Pigment Pearlescent Mermaid Pigment Pearl Glitter Dust Kit,Nail Art Decoration, Resin Craft", "asin": "B0C2P6LVTT", "price": "$5.99", "quantity": ""},
  {"title": "16ml 2 Pcs Glassy Gel Top Coat and Base Coat Set,No Wipe Foundation Combination for UV Light Cure Nail Polish", "asin": "B0BD4MMFVM", "price": "$6.99", "quantity": ""},
  {"title": "Clear Self Sealing Cellophane Bags,4x6 Inches 200 Pcs Cookie Bags Resealable Cellophane Bag for Packaging Cookies, Candy and Products", "asin": "B08KG7S2FT", "price": "$8.49", "quantity": ""},
  {"title": "Almond Flour, Gluten Free, Blanched, Finely Sifted, 48 oz", "asin": "B07L9Q45HG", "price": "$11.48", "quantity": ""},
  {"title": "Organic Green Tea Powder - Culinary Grade Premium Second Harvest - Authentic Japanese Origin (1.06 Ounce Resealable Pouch)", "asin": "B00PFDH0IC", "price": "$9.95", "quantity": ""},
  {"title": "Wound Dressing Sacrum Foam Bandages Silicone Adhesive Border 7\"x7\" Waterproof Sacral Pads Absorbent Breathable Bed Sore Pressure Dressing", "asin": "B08F4Y1QHF", "price": "$19.99", "quantity": ""},
  {"title": "Non-Scratch Dishwand Refill, 10 Dish Wand Sponge Refills, Removes Stuck-on Food, Best for Nonstick Pots and Pans, Glass, Tubs & Showers, Fits all Scotch Brite Dishwands", "asin": "B093J6HM4Z", "price": "$16.64", "quantity": ""},
  {"title": "Disposable Piping Bags 12 Inch - 100 Anti Burst Pastry Bags - Icing Piping Bags for Frosting - Ideal for Cakes and Cookies Decoration", "asin": "B08C7MHSTJ", "price": "$6.99", "quantity": ""},
  {"title": "Ultra Bleach Alternative Dishwashing Liquid Dish Soap, Honey Berry Hula, 21.6 fl oz", "asin": "B06X95V1DW", "price": "$2.99", "quantity": ""},
  {"title": "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, 19 Fluid Ounce", "asin": "B08CQDF382", "price": "$17.80", "quantity": ""},
  {"title": "Sport Tampons Multipack (24ct Regular/24ct Super), Fragrance-Free - 48ct | Tampons Regular and Super, Playtex Tampon Multipack, Feminine Care with 360 Leak Defense", "asin": "B08L4Q75QP", "price": "$9.97", "quantity": ""},
  {"title": "Fabric Softener Liquid, Clean Breeze Scent, 44 fl oz, 60 Loads", "asin": "B0CCK45S6B", "price": "$4.97", "quantity": ""},
  {"title": "Misty Nebulizer, Portable Nebulizer with Intuitive LED Interface and Auto-Cleaning, Handheld Nebulizer for Adults Kids", "asin": "B0DSP6LSW3", "price": "$59.99", "quantity": ""},
  {"title": "Creator 3 in 1 Wild Animals: Pink Flamingo Animal Building Toy - Includes 3 Building Options, Pink Flamingo, Cockatoo, or Axolotl - Learning Toy for Kids, Girls, and Boys, Ages 8+ - 31170", "asin": "B0DJ1B3Q5Q", "price": "$24.95", "quantity": ""},
  {"title": "Indulgence Protein Shake, 30g Protein, 3g Sugar, Chocolate Covered Strawberry, 11.5 fl oz, Pack of 12", "asin": "B0DLCNXJD1", "price": "$28.39", "quantity": ""},
  {"title": "Car Phone Holder for Magsafe [78+LBS Strongest Suction & 2400gf Strongest Magnetic] 360\u00b0 Adjustable Car Phone Mount, Cell Phone Holders for Your Car for All Smartphones & All Car Models (Carbon Fiber)", "asin": "B0DN1S1YLV", "price": "$26.99", "quantity": ""},
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  {"title": "Liquid Hand Soap Refill, Rainwater, 33 OZ", "asin": "B07MFMWFYL", "price": "$8.58", "quantity": ""},
  {"title": "Dream Coat Supernatural Spray \u2013 Keep Your Hair Frizz-Free and Shiny No Matter the Weather with Award-Winning Anti-Humidity Treatment", "asin": "B073CWSQ51", "price": "$28.00", "quantity": ""},
  {"title": "Lash Princess False Lash Effect Mascara | Volumizing & Lengthening | Cruelty Free & Paraben Free", "asin": "B00T0C9XRK", "price": "$4.99", "quantity": ""},
  {"title": "Women's Balance Hair Growth Supplements, Ages 45 and Up, Clinically Proven for Visibly Thicker Hair and Scalp Coverage, Dermatologist Recommended - 1 Month Supply", "asin": "B07QZ5CTTF", "price": "$88.00", "quantity": ""},
  {"title": "Silk Bonnet for Sleeping Women Satin Bonnet Double Layer Satin Lined Hair Bonnet with Tie Band Curly Hair", "asin": "B0BLXZ4YBJ", "price": "$12.99", "quantity": ""},
  {"title": "Makeup Remover Wipes, Daily Facial Cleanser Towelettes, Gently Cleanse and Remove Oil & Makeup, Alcohol-Free Makeup Wipes, 2 x 25 ct", "asin": "B00U2VQZDS", "price": "$9.79", "quantity": ""},
  {"title": "Anti-Dandruff Shampoo with 1% Ketoconazole, Fresh Scent, 7 Fl Oz", "asin": "B00AINMFAC", "price": "$15.88", "quantity": ""},
  {"title": "Ultra Premium Clumping Cat Litter, 40 pound bag ( Pack May Vary )", "asin": "B0009X29WK", "price": "$20.56", "quantity": ""},
  {"title": "Ashwagandha & Vitamin D Gummy - 60 Count - Mixed Berry, KSM-66, Vegan, Plant Based, Non-GMO, Gluten-Free & Gelatin Free Relax. Restore. Unwind, Pack of 1", "asin": "B094T2BZCK", "price": "$14.98", "quantity": ""},
  {"title": "Poop Bags for Dogs, Guaranteed Leak Proof and Extra Thick Waste Bag Refill Rolls, Lavender Scented, 270 Count", "asin": "B00BSYR7K8", "price": "$13.99", "quantity": ""},
  {"title": "iPhone Charger Fast Charging 2 Pack Type C Wall Charger Block with 2 Pack [6FT&10FT] Long USB C to Lightning Cable for iPhone 14/13/12/12 Pro Max/11/Xs Max/XR/X,AirPods Pro", "asin": "B0B283QP2N", "price": "$9.99", "quantity": ""},
  {"title": "Men's Crew T-Shirts, Multipack, Style G1100", "asin": "B077ZMKWVM", "price": "$18.97", "quantity": ""},
  {"title": "Churu Cat Treats, Grain-Free, Lickable, Squeezable Creamy Pur\u00e9e Cat Treat/Topper with Vitamin E & Taurine, 0.5 Ounces Each Tube, 50 Tubes, Tuna & Chicken Variety", "asin": "B07D323MFZ", "price": "$21.49", "quantity": ""},
  {"title": "3 Pack Privacy Screen Protector for iPhone 16 Pro Max [6.9 inch]+ 3 Pack Camera Lens Protector,Dynamic Island Compatible,Anti Spy Tempered Glass[9H Hardness]-HD [6 Pack]", "asin": "B0D9LL9BKW", "price": "$9.98", "quantity": ""},
  {"title": "67XL Black High-yield Ink Cartridge | Works with HP DeskJet 1255, 2700, 4100 Series, HP ENVY 6000, 6400 Series | Eligible for Instant Ink | One Size | 3YM57AN", "asin": "B08412PTS8", "price": "$29.89", "quantity": ""},
  {"title": "Zero Ultra, Sugar Free Energy Drink, 16 Ounce (Pack of 15)", "asin": "B0BL7316GD", "price": "$27.48", "quantity": ""},
  {"title": "Shown on TV \u2013 Super Absorbent Microfiber Dog Door Mat for Muddy Paws, Non-Slip Washable Pet Rug, Quick Dry Chenille Entryway Carpet, Machine Washable Indoor Outdoor mat, Grey 30\"x19\"", "asin": "B08N6VLJKV", "price": "$19.95", "quantity": ""},
  {"title": "Gold Standard 100% Whey Protein Powder, Double Rich Chocolate, 2 Pound (Packaging May Vary)", "asin": "B002DYIZH6", "price": "$35.99", "quantity": ""},
  {"title": "Capsules Vertuo, Double Espresso Chiaro, Medium Roast Espresso Coffee, 30-Count Coffee Pods, Brews 2.7oz.", "asin": "B07M8P8F73", "price": "$37.50", "quantity": ""},
  {"title": "Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""},
  {"title": "Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)", "asin": "B09MFMCTRK", "price": "$14.99", "quantity": ""},
  {"title": "URO Vaginal Probiotics for Women pH Balance with Prebiotics & Lactobacillus Probiotic Blend - Women's Vaginal Health Supplement - Promote Healthy Vaginal Odor & Vaginal Flora, 60 Count (Pack of 1)", "asin": "B0D5FZGY8W", "price": "$28.97", "quantity": ""},
  {"title": "Lavender Essential Oil with Glass Dropper | 100% Pure and Natural Lavender Oil | Premium Grade Essential Oils for Diffusers, Skin, Aromatherapy, Massage | 4 Fl Oz", "asin": "B00TSTZQEY", "price": "$16.99", "quantity": ""},
  {"title": "Medicated Cooling Pads, 100 Count \u2013 Pads with Witch Hazel, Cleanses Sensitive Areas, Protects from Irritation, Hemorrhoid Treatment, Medicated Pads Used By Hospitals", "asin": "B06ZYLFV8L", "price": "$7.68", "quantity": ""},
  {"title": "Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)", "asin": "B07BVYZL88", "price": "$21.48", "quantity": ""},
  {"title": "24 Hour Allergy Relief, Cetirizine Hydrochloride Tablets, 10 mg, 300 Count (Packaging may vary)", "asin": "B074F145Y1", "price": "$13.41", "quantity": ""},
  {"title": "Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)", "asin": "B019ND0DU6", "price": "$13.92", "quantity": ""},
  {"title": "Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct", "asin": "B01HI7WP0U", "price": "$12.47", "quantity": ""},
  {"title": "Organic Castor Oil - 16 Fl Oz - 100% Pure and Natural - Premium Grade Carrier Oil for Hair Growth, Eyelashes and Eyebrows - Hair and Body - Expeller-Pressed & Hexane-Free", "asin": "B0734849YK", "price": "$9.99", "quantity": ""},
  {"title": "CURAD Alcohol Prep Pads (Pack of 4 Boxes) | 400 Pieces of Medium Isopropyl Alcohol Wipes Individually Wrapped | First Aid Alcohol Swabs for Cuts & Scrapes | Medical Alcohol Pads for General Cleansing", "asin": "B00KOSP454", "price": "$5.59", "quantity": ""},
  {"title": "Mind Bodhi Toe Spacers / Toe Separators - For Men and Women - Correcting Bunions and Restoring Toes to Their Original Shape \u2013 Blue", "asin": "B07M5C72VQ", "price": "$9.99", "quantity": ""},
  {"title": "Omeprazole Delayed Release Tablets 20 mg, Treats Frequent Heartburn, Acid Reducer, Heartburn Medicine, 42 Count (Pack of 1) (Packaging may vary)", "asin": "B074F1RWV9", "price": "$10.52", "quantity": ""},
  {"title": "SP657 Premium Permethrin Insect Repellent for Clothing, Gear & Tents, Trigger Spray, 24-Ounce", "asin": "B001ANQVYU", "price": "$17.95", "quantity": ""},
  {"title": "Washable Underpads 34\" x 36\" (Pack of 4), Waterproof Reusable Heavy Absorbency Incontinence Bed Pads for Adults, Kids, Elderly and Pets, Bedwetting Pads for Sofa and Couch (Blue)", "asin": "B07Q1XCM3L", "price": "$18.99", "quantity": ""},
  {"title": "Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
  {"title": "Ultimate Odor Control, Feminine Body Wash with Boric Acid, Removes Odor, Feminine Wash with pH Balance, 15 Fl Oz", "asin": "B0CLX6BXNR", "price": "$4.98", "quantity": ""},
  {"title": "Original Popcorn, Individual Snack Size Bags, Skinny Pop, Healthy Popcorn Snacks, Gluten Free, 0.65 Ounce (Pack of 30)", "asin": "B00KE1E7YA", "price": "$15.30", "quantity": ""},
  {"title": "Gum | Aspartame Free Chewing Gum | 100% Xylitol | Natural Spearmint Flavored Gum, 55 Pieces (Pack of 3)", "asin": "B06X8Z2W7W", "price": "$10.02", "quantity": ""},
  {"title": "Gummy Clusters, Candy, Rainbow, Crunchy and Gummy, 8 oz", "asin": "B08LGD7WRZ", "price": "$3.97", "quantity": ""},
  {"title": "Protein Shake, Chocolate, 26g Bottle, 14oz, 12 Pack", "asin": "B07LD2NV9X", "price": "$38.99", "quantity": ""},
  {"title": "Organic Hibiscus Tea, 100 Count, Eco-Conscious Tea Bags, Caffeine Free, Packaging May Vary (Pack of 1)", "asin": "B07ND51YPC", "price": "$19.99", "quantity": ""},
  {"title": "Kiwi Strawberry, Zero Calorie Sports Drinking Water with Electrolytes and Vitamins C&E, 16.9 Fl Oz (Pack of 12) - Packaging May Vary", "asin": "B002U58PRI", "price": "$9.74", "quantity": ""},
  {"title": "Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.47", "quantity": ""},
  {"title": "Original Easter Jelly Beans Chewy Candy, 14 oz Bag", "asin": "B000WH4OQW", "price": "$3.97", "quantity": ""},
  {"title": "Crackers Big Smiles Variety Pack with Cheddar, Colors, and Pretzels, Snack Packs, 30 Ct", "asin": "B01GQ5GQEG", "price": "$12.86", "quantity": ""},
  {"title": "English Breakfast Black Tea Individually Wrapped Bags, 100 Count (Pack of 1), Smooth, Flavourful, and Robust, Caffeinated, Enjoy Hot or Iced | Packaging May Vary", "asin": "B001GM60LE", "price": "$11.42", "quantity": ""},
  {"title": "K-Cup Coffee Pods, Medium Roast Coffee, Pike Place Roast for Keurig Brewers, 100% Arabica, 4 boxes (96 pods total)", "asin": "B009GDBNF8", "price": "$57.31", "quantity": ""},
  {"title": "Milk Chocolate Delight Protein Shake, 15g Protein, Low Glycemic, 2g Net Carb, 1g Sugar, Keto Friendly, 12 Count", "asin": "B0015068PA", "price": "$17.18", "quantity": ""},
  {"title": "Fun Times Mix Variety Pack, (Pack of 40)", "asin": "B076H6F974", "price": "$22.43", "quantity": ""},
  {"title": "C4 Performance Energy Drink | SKITTLES | Zero Sugar Carbonated Preworkout Energy | 200mg Caffeine with Beta Alanine | 16 Fl Oz (12 Pack)", "asin": "B09RGKQW2L", "price": "$22.99", "quantity": ""},
  {"title": "Original Dog Treats Biscuits for Medium Dogs, 10 Pound", "asin": "B000I82DTU", "price": "$14.98", "quantity": ""},
  {"title": "Indoor Pan-Tilt Home Security Camera, 1080p HD Dog Camera w/Night Vision, Motion Detection for Baby & Pet Monitor, Cloud & SD Card Storage, Works w/ Alexa & Google Home, 2.4G WiFi (EC71)", "asin": "B0BXMSS8Z7", "price": "$19.99", "quantity": ""},
  {"title": "Pet Odor Eliminator Spray - Patented NO Fragrance NO Harsh Chemicals Organic Odor Eliminator Works On-Contact Home, Auto, Upholstery, and more Fast Easy Safe for Pets, People and the Planet!", "asin": "B09PF4KVHJ", "price": "$23.97", "quantity": ""},
  {"title": "50 Count 30\u201d x 36\u201d Super Absorbency Disposable Underpads, Leakproof Quick Drying, Baby Puppy & Adults Bed Pads Disposable Adults, Dog Pee Pads Extra Large, XXL Incontinence Pads", "asin": "B0CPPLFQKB", "price": "$27.99", "quantity": ""},
  {"title": "Purina Pro Plan Veterinary Supplements FortiFlora Dog Probiotic Supplement, Canine Nutritional Supplement - 30 Ct. Box", "asin": "B001650NNW", "price": "$30.99", "quantity": ""},
  {"title": "Classic Crunchy and Soft Cat Treats Tasty Chicken Flavor, 30 oz. Tub", "asin": "B01LNB6SA0", "price": "$15.48", "quantity": ""},
  {"title": "Dog Poop Bags with Dispenser, 300 Count, Enhanced for Guaranteed Leakproof, Unscented, Includes Leash Clip", "asin": "B00NABTC8M", "price": "$8.19", "quantity": ""},
  {"title": "Life Protection Formula Adult Dry Dog Food, Helps Build and Maintain Strong Muscles, Made with Natural Ingredients, Chicken & Brown Rice Recipe, 30-lb. Bag", "asin": "B0009YWKUA", "price": "$64.98", "quantity": ""},
  {"title": "Extreme Clumping Litter With Febreze Freshness, Mountain Spring Scent Clumping Cat Litter With Guaranteed Odor Control, 14 lb. Box", "asin": "B0747RSKTG", "price": "$11.53", "quantity": ""},
  {"title": "Crinkle Dog Toy for Small, Medium, and Large Breeds, Cute No Stuffing Duck with Soft Squeaker, Fun for Indoor Puppies and Senior Pups, Plush No Mess Chew and Play - Yellow", "asin": "B09BBM5CX8", "price": "$5.99", "quantity": ""},
  {"title": "Pet Grooming Wipes for Dogs and Cats, Hypoallergenic, Cleaning and Hydrating, for Paws, Body and Butt, Unscented, 100 Count", "asin": "B07NHL31CC", "price": "$9.98", "quantity": ""},
  {"title": "Large Dog Vet-Recommended Flea & Tick Treatment & Prevention Collar for Dogs Over 18 lbs. | 8 Months Protection", "asin": "B00B8CG602", "price": "$59.98", "quantity": ""},
  {"title": "All-Absorb A26 Male Dog Wrap, 50 Count, Small", "asin": "B07C22NTL4", "price": "$17.99", "quantity": ""},
  {"title": "ProBright Dental Powder - Dog Breath Freshener - Teeth Cleaning Made Easy \u2013 Targets Tartar & Bad Breath - Formulated for Small Dogs", "asin": "B0C5Y6MBCR", "price": "$35.23", "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": "2025-04-06T06:15:20.390Z", // 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>
  