prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
  {"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
  {"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
  {"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:02:43.311Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
  {"timestamp": "2025-04-26T04:03:41.254Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
  {"timestamp": "2025-04-26T04:03:57.775Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
  {"timestamp": "2025-04-26T04:04:02.194Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:17:46.461Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
  {"timestamp": "2025-04-26T04:17:55.917Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
  {"timestamp": "2025-04-29T02:30:55.698Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
  {"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
  {"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
  {"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:57.824Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:39:06.680Z", "action": "click_product", "action_argument": "B073F13NBC"}
  {"timestamp": "2025-04-30T07:39:21.584Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:28.632Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.209Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.338Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.473Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:33.108Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:42.941Z", "action": "click_product", "action_argument": "B01JPECQF8"}
  {"timestamp": "2025-04-30T07:39:48.030Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T07:39:51.745Z", "action": "purchase", "action_argument": "B01JPECQBM"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "Utopia Bedding Comforters Queen Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)", "asin": "B01JPECQBM", "price": "$20.84", "quantity": "1"},
  {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "price": "$28.99", "quantity": "1"},
  {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "price": "$29.99", "quantity": "1"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$2.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.85"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "Olive + Crate 100% Viscose derived from Bamboo Winter Comforter Queen Size, Cooling Duvet Insert, Down Alternative Blanket, Extra Fluffy, White Cooling Comforter for Restful Sleep (88x90 Inches)", "asin": "B0DK7K9V4F", "price": "$129.99", "quantity": ""},
  {"title": "Bedtter\u00ae Cooling Comforter Full/Queen, Sorona and Tencel Filling Cold Touch Fabric Cooling Blanket for Night Sweats Hot Sleeper, Double-Sided Cool Design Summer Breathable Comforter, 90\"x90\", Blue", "asin": "B0CZ7BTVWW", "price": "$139.00", "quantity": ""},
  {"title": "Serta Down Illusion Lightweight Hypoallergenic Down Alternative Comforter with Corner Loops, Full/Queen, White", "asin": "B098S3CLCW", "price": "$74.99", "quantity": ""},
  {"title": "FineMay Cooling Comforter Queen Size, Double-Sided Cooling Blanket for Hot Sleepers & Night Sweats, Arc-Chill Q-Max > 0.4 Breathable Ice Blanket, Lightweight Cold Comforter (80''x90'', Light Grey)", "asin": "B0DW8DKRCZ", "price": "$74.99", "quantity": ""},
  {"title": "Down Fiber Feather Comforter King Size - All Season Hotel Duvet Insert, Medium Warmth Ultra-Soft 750 Fill Power Fluffy Premium Comforter with 8 Corner Tabs, Stripe Pattern Cotton Blend Cover", "asin": "B0DQY8624Y", "price": "", "quantity": ""},
  {"title": "Bare Home Comforter Set - Queen Size - Ultra-Soft - Goose Down Alternative - Premium 1800 Series - All Season Warmth (Queen, Grey)", "asin": "B076DD56XT", "price": "", "quantity": ""},
  {"title": "Three Geese Luxury Down Feathers Fiber Comforter Queen Size - 750 Fill Power All Season Down Duvet Insert, Ultra-Soft Hotel Collection Bedding Comforter, Baffle-Box Design - Noiseless - Medium Warmth.", "asin": "B0D9XPGJHC", "price": "", "quantity": ""},
  {"title": "Luxurious All-Season Goose Down Feather Fiber Comforter Queen Size Duvet Insert, Exquisite Pinch Pleat Design, Premium Baffle Box, 100% Egyptian Cotton Cover, 55 oz. Fill Weight, White", "asin": "B07FBNPRW3", "price": "", "quantity": ""},
  {"title": "Bare Home Queen Comforter - Reversible Colors - Goose Down Alternative - Ultra-Soft - Premium 1800 Series - All Season Warmth - Bedding Comforter (Queen, Black/Grey)", "asin": "B01NAVAC1P", "price": "", "quantity": ""},
  {"title": "MR.SIGA Non-Scratch Cellulose Scrub Sponge, Dual-Sided Dishwashing Sponge for Kitchen, 12 Pack", "asin": "B082W29G1C", "price": "$12.99", "quantity": ""},
  {"title": "King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Luxury Comfy Bedding for Women, Men, Kids and Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size Dark Grey", "asin": "B06XCFD9DH", "price": "$14.99", "quantity": ""},
  {"title": "BESTOUCH Duvet Cover Set 100% Washed Cotton Linen Feel Super Soft Comfortable Chic Lightweight 3 PCs Home Bedding Set Solid Off White Queen", "asin": "B089161BPR", "price": "$69.99", "quantity": ""},
  {"title": "Luxury White Hand Towels - Soft 100% Turkish Cotton | Highly Absorbent Hotel spa Bathroom Towel Collection | 16x30 Inch | Set of 6", "asin": "B0103XVVME", "price": "$22.99", "quantity": ""},
  {"title": "Home Techpro Rug Pads Grippers, 8 PCS Non Slip Washable Grippers, \u201cVacuum TECH\u201d - New Materials to Anti Curling Rug Pad : Keep Your Rug in Place & Make Corner Flat and Easily Peel Off", "asin": "B07GPJ9PW2", "price": "$16.99", "quantity": ""},
  {"title": "JIYUAN 100% Washed Cotton Duvet Cover Set Comfy Simple Style Soft Breathable Textured Durable Linen Feel Bedding for All Seasons Queen, Olive Green", "asin": "B0B73LHRWL", "price": "$64.99", "quantity": ""},
  {"title": "MooMee Bedding Duvet Cover Set 100% Washed Cotton Linen Like Textured Breathable Durable Soft Comfy (Heathered Cornflower Blue, Queen 90\"x90\")", "asin": "B091YKL8GT", "price": "$69.99", "quantity": ""},
  {"title": "Tens Towels Pack of 4 Extra Large Bath Towels 30 x 60 Inches, 100% Cotton, Larger & Lighter Weight, Quicker to Dry, Super Soft and Absorbent, Perfect for Bathroom, White", "asin": "B0963LSWW1", "price": "$34.99", "quantity": ""},
  {"title": "EASELAND Twin XL Mattress Pad Pillow Top Quilted Fitted Mattress Cover/ Protector Extra Long Cotton Top 8-21\" Deep Pocket Cooling Mattress Topper (39x80 Inches, White)", "asin": "B073ZXQX7J", "price": "$42.99", "quantity": ""},
  {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "", "price": "$34.99", "quantity": ""},
  {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Comforter Cover with 2 Pillow Shams - 3 Pieces Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 90 X 90 Inches (White)", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Utopia Bedding Queen Bed Sheets Set - 4 Piece Bedding - Brushed Microfiber - Shrinkage and Fade Resistant - Easy Care (Queen, White)", "asin": "", "price": "$15.99", "quantity": ""},
  {"title": "Ginger Lily Farms Club & Fitness Moisturizing Conditioner for Dry Hair, 100% Vegan & Cruelty-Free, Aloe Vera Scent, 1 Gallon (128 fl oz) Refill, white", "asin": "", "price": "$21.99", "quantity": ""},
  {"title": "Mellanni Queen Sheets Set - 4 PC Iconic Collection Bedding - Hotel Luxury, Extra Soft, Cooling Bed Sheets - Wrinkle, Fade, Stain Resistant (Queen, White)", "asin": "", "price": "$35.97", "quantity": ""},
  {"title": "Ginger Lily Farms Club & Fitness Moisturizing Shampoo for All Hair Types, 100% Vegan & Cruelty-Free, Aloe Vera Scent, 1 Gallon (128 fl oz) Refill", "asin": "", "price": "$21.99", "quantity": ""},
  {"title": "Bedsure White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\"x90\") & 2 Pillow Shams, NO Comforter", "asin": "", "price": "$26.99", "quantity": ""},
  {"title": "Utopia Bedding Queen Fitted Sheets - Bulk Pack of 6 Bottom Sheets - Soft Brushed Microfiber - Deep Pockets - Shrinkage & Fade Resistant - Easy Care (White)", "asin": "", "price": "$44.99", "quantity": ""},
  {"title": "Bedsure Boho Duvet Cover Queen Size - Tufted Duvet Cover Queen Set for All Seasons, 3 Pieces Soft Shabby Chic Embroidery Boho Bedding, Comforter Not Included (Beige, 90\" x 90\")", "asin": "", "price": "$46.99", "quantity": ""},
  {"title": "APSMILE Luxurious King Size Down Feather Fibers Comforter, Ultra-Soft Down Feather Fibers Duvet, 39oz Hotel Collection Comforter Medium Warmth All Season Fluffy Duvet Insert (106x90, White)", "asin": "B0CSPCQRK3", "price": "$199.00", "quantity": ""},
  {"title": "TOPGREEN Feather Down Fiber Comforter Oversized King, Extra Fluffy Duvet Insert for All Season, Luxury Hotel Bed Comforters, with Ultra-Soft Egyptian Cotton Blend Case (120x98 Inch, White)", "asin": "B0DRVMHNN4", "price": "$155.90", "quantity": ""},
  {"title": "DOWNFORT Luxury Heavyweight Waterfowl Feathers Fiber Down Fiber Comforter Twin Size Super Fluffy Winter Duvet Insert Ultra-Soft Hotel Quality Collection Bed Comforter Warmth -White, Twin 68 X 90\u201d", "asin": "B0D9LW844B", "price": "$149.99", "quantity": ""},
  {"title": "LilySilk All Season Silk Comforter/Duvet/Quilt, 100% Silk Floss Filling with 100% Cotton Cover King(104x92 Inch,Silk Weight:2.0kg)", "asin": "B01M0OSYL8", "price": "$222.00", "quantity": ""},
  {"title": "Cosybay Feather and Down Fiber Comforter King Size, Ultra Fluffy Duvet Insert, All Season White Cotton Cover Luxury Hotel Bed Comforter with Corner Tabs, 106\"x90\"", "asin": "B0DLNZNFDQ", "price": "$59.99", "quantity": ""},
  {"title": "C&W White Goose Down Comforter Queen Size, Duvet Insert 90x90 inches, 50 oz Fill Weight, 750 Fill Power, 100% Cotton Duvet Cover, Machine Washable, 3D Baffle Box, White", "asin": "B07F3SRL4C", "price": "$138.95", "quantity": ""},
  {"title": "WhatsBedding Queen Size Feather Comforter, Filled with Feather and Down Fiber, White All Season Duvet Insert - Luxurious Hotel Bed Comforter - 100% Cotton Cover, Medium Warmth with Corner Tabs - 90x90", "asin": "B07FL3SSQJ", "price": "$54.99", "quantity": ""},
  {"title": "TOPGREEN Organic Feather Down Comforter King Size, All-Season Duvet Insert, 100% Organic Cotton, Soft Fluffy Bed Comforter with Corner Tabs(106x90, White)", "asin": "B091ZG6MKT", "price": "$95.99", "quantity": ""},
  {"title": "MAXICOZY Luxury Feather Fiber Down Comforter Queen Size, All Seasons Duvet Insert, Ultra-Soft Bed Comforters Hotel Collection, Fluffy Medium Warmth, (90x90, Grey)", "asin": "B0D264FXCH", "price": "$104.99", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-30T07:39:54.623Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
  {"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
  {"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
  {"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:02:43.311Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
  {"timestamp": "2025-04-26T04:03:41.254Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
  {"timestamp": "2025-04-26T04:03:57.775Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
  {"timestamp": "2025-04-26T04:04:02.194Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:17:46.461Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
  {"timestamp": "2025-04-26T04:17:55.917Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
  {"timestamp": "2025-04-29T02:30:55.698Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
  {"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
  {"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
  {"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:57.824Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:39:06.680Z", "action": "click_product", "action_argument": "B073F13NBC"}
  {"timestamp": "2025-04-30T07:39:21.584Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:28.632Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.209Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.338Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.473Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:33.108Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:42.941Z", "action": "click_product", "action_argument": "B01JPECQF8"}
  {"timestamp": "2025-04-30T07:39:48.030Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T07:39:51.745Z", "action": "purchase", "action_argument": "B01JPECQBM"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "Utopia Bedding Comforters Queen Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)", "asin": "B01JPECQBM", "price": "$20.84", "quantity": "1"},
  {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "price": "$28.99", "quantity": "1"},
  {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "price": "$29.99", "quantity": "1"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$2.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.85"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "Olive + Crate 100% Viscose derived from Bamboo Winter Comforter Queen Size, Cooling Duvet Insert, Down Alternative Blanket, Extra Fluffy, White Cooling Comforter for Restful Sleep (88x90 Inches)", "asin": "B0DK7K9V4F", "price": "$129.99", "quantity": ""},
  {"title": "Bedtter\u00ae Cooling Comforter Full/Queen, Sorona and Tencel Filling Cold Touch Fabric Cooling Blanket for Night Sweats Hot Sleeper, Double-Sided Cool Design Summer Breathable Comforter, 90\"x90\", Blue", "asin": "B0CZ7BTVWW", "price": "$139.00", "quantity": ""},
  {"title": "Serta Down Illusion Lightweight Hypoallergenic Down Alternative Comforter with Corner Loops, Full/Queen, White", "asin": "B098S3CLCW", "price": "$74.99", "quantity": ""},
  {"title": "FineMay Cooling Comforter Queen Size, Double-Sided Cooling Blanket for Hot Sleepers & Night Sweats, Arc-Chill Q-Max > 0.4 Breathable Ice Blanket, Lightweight Cold Comforter (80''x90'', Light Grey)", "asin": "B0DW8DKRCZ", "price": "$74.99", "quantity": ""},
  {"title": "Down Fiber Feather Comforter King Size - All Season Hotel Duvet Insert, Medium Warmth Ultra-Soft 750 Fill Power Fluffy Premium Comforter with 8 Corner Tabs, Stripe Pattern Cotton Blend Cover", "asin": "B0DQY8624Y", "price": "", "quantity": ""},
  {"title": "Bare Home Comforter Set - Queen Size - Ultra-Soft - Goose Down Alternative - Premium 1800 Series - All Season Warmth (Queen, Grey)", "asin": "B076DD56XT", "price": "", "quantity": ""},
  {"title": "Three Geese Luxury Down Feathers Fiber Comforter Queen Size - 750 Fill Power All Season Down Duvet Insert, Ultra-Soft Hotel Collection Bedding Comforter, Baffle-Box Design - Noiseless - Medium Warmth.", "asin": "B0D9XPGJHC", "price": "", "quantity": ""},
  {"title": "Luxurious All-Season Goose Down Feather Fiber Comforter Queen Size Duvet Insert, Exquisite Pinch Pleat Design, Premium Baffle Box, 100% Egyptian Cotton Cover, 55 oz. Fill Weight, White", "asin": "B07FBNPRW3", "price": "", "quantity": ""},
  {"title": "Bare Home Queen Comforter - Reversible Colors - Goose Down Alternative - Ultra-Soft - Premium 1800 Series - All Season Warmth - Bedding Comforter (Queen, Black/Grey)", "asin": "B01NAVAC1P", "price": "", "quantity": ""},
  {"title": "MR.SIGA Non-Scratch Cellulose Scrub Sponge, Dual-Sided Dishwashing Sponge for Kitchen, 12 Pack", "asin": "B082W29G1C", "price": "$12.99", "quantity": ""},
  {"title": "King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Luxury Comfy Bedding for Women, Men, Kids and Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size Dark Grey", "asin": "B06XCFD9DH", "price": "$14.99", "quantity": ""},
  {"title": "BESTOUCH Duvet Cover Set 100% Washed Cotton Linen Feel Super Soft Comfortable Chic Lightweight 3 PCs Home Bedding Set Solid Off White Queen", "asin": "B089161BPR", "price": "$69.99", "quantity": ""},
  {"title": "Luxury White Hand Towels - Soft 100% Turkish Cotton | Highly Absorbent Hotel spa Bathroom Towel Collection | 16x30 Inch | Set of 6", "asin": "B0103XVVME", "price": "$22.99", "quantity": ""},
  {"title": "Home Techpro Rug Pads Grippers, 8 PCS Non Slip Washable Grippers, \u201cVacuum TECH\u201d - New Materials to Anti Curling Rug Pad : Keep Your Rug in Place & Make Corner Flat and Easily Peel Off", "asin": "B07GPJ9PW2", "price": "$16.99", "quantity": ""},
  {"title": "JIYUAN 100% Washed Cotton Duvet Cover Set Comfy Simple Style Soft Breathable Textured Durable Linen Feel Bedding for All Seasons Queen, Olive Green", "asin": "B0B73LHRWL", "price": "$64.99", "quantity": ""},
  {"title": "MooMee Bedding Duvet Cover Set 100% Washed Cotton Linen Like Textured Breathable Durable Soft Comfy (Heathered Cornflower Blue, Queen 90\"x90\")", "asin": "B091YKL8GT", "price": "$69.99", "quantity": ""},
  {"title": "Tens Towels Pack of 4 Extra Large Bath Towels 30 x 60 Inches, 100% Cotton, Larger & Lighter Weight, Quicker to Dry, Super Soft and Absorbent, Perfect for Bathroom, White", "asin": "B0963LSWW1", "price": "$34.99", "quantity": ""},
  {"title": "EASELAND Twin XL Mattress Pad Pillow Top Quilted Fitted Mattress Cover/ Protector Extra Long Cotton Top 8-21\" Deep Pocket Cooling Mattress Topper (39x80 Inches, White)", "asin": "B073ZXQX7J", "price": "$42.99", "quantity": ""},
  {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "", "price": "$34.99", "quantity": ""},
  {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Comforter Cover with 2 Pillow Shams - 3 Pieces Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 90 X 90 Inches (White)", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Utopia Bedding Queen Bed Sheets Set - 4 Piece Bedding - Brushed Microfiber - Shrinkage and Fade Resistant - Easy Care (Queen, White)", "asin": "", "price": "$15.99", "quantity": ""},
  {"title": "Ginger Lily Farms Club & Fitness Moisturizing Conditioner for Dry Hair, 100% Vegan & Cruelty-Free, Aloe Vera Scent, 1 Gallon (128 fl oz) Refill, white", "asin": "", "price": "$21.99", "quantity": ""},
  {"title": "Mellanni Queen Sheets Set - 4 PC Iconic Collection Bedding - Hotel Luxury, Extra Soft, Cooling Bed Sheets - Wrinkle, Fade, Stain Resistant (Queen, White)", "asin": "", "price": "$35.97", "quantity": ""},
  {"title": "Ginger Lily Farms Club & Fitness Moisturizing Shampoo for All Hair Types, 100% Vegan & Cruelty-Free, Aloe Vera Scent, 1 Gallon (128 fl oz) Refill", "asin": "", "price": "$21.99", "quantity": ""},
  {"title": "Bedsure White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\"x90\") & 2 Pillow Shams, NO Comforter", "asin": "", "price": "$26.99", "quantity": ""},
  {"title": "Utopia Bedding Queen Fitted Sheets - Bulk Pack of 6 Bottom Sheets - Soft Brushed Microfiber - Deep Pockets - Shrinkage & Fade Resistant - Easy Care (White)", "asin": "", "price": "$44.99", "quantity": ""},
  {"title": "Bedsure Boho Duvet Cover Queen Size - Tufted Duvet Cover Queen Set for All Seasons, 3 Pieces Soft Shabby Chic Embroidery Boho Bedding, Comforter Not Included (Beige, 90\" x 90\")", "asin": "", "price": "$46.99", "quantity": ""},
  {"title": "APSMILE Luxurious King Size Down Feather Fibers Comforter, Ultra-Soft Down Feather Fibers Duvet, 39oz Hotel Collection Comforter Medium Warmth All Season Fluffy Duvet Insert (106x90, White)", "asin": "B0CSPCQRK3", "price": "$199.00", "quantity": ""},
  {"title": "TOPGREEN Feather Down Fiber Comforter Oversized King, Extra Fluffy Duvet Insert for All Season, Luxury Hotel Bed Comforters, with Ultra-Soft Egyptian Cotton Blend Case (120x98 Inch, White)", "asin": "B0DRVMHNN4", "price": "$155.90", "quantity": ""},
  {"title": "DOWNFORT Luxury Heavyweight Waterfowl Feathers Fiber Down Fiber Comforter Twin Size Super Fluffy Winter Duvet Insert Ultra-Soft Hotel Quality Collection Bed Comforter Warmth -White, Twin 68 X 90\u201d", "asin": "B0D9LW844B", "price": "$149.99", "quantity": ""},
  {"title": "LilySilk All Season Silk Comforter/Duvet/Quilt, 100% Silk Floss Filling with 100% Cotton Cover King(104x92 Inch,Silk Weight:2.0kg)", "asin": "B01M0OSYL8", "price": "$222.00", "quantity": ""},
  {"title": "Cosybay Feather and Down Fiber Comforter King Size, Ultra Fluffy Duvet Insert, All Season White Cotton Cover Luxury Hotel Bed Comforter with Corner Tabs, 106\"x90\"", "asin": "B0DLNZNFDQ", "price": "$59.99", "quantity": ""},
  {"title": "C&W White Goose Down Comforter Queen Size, Duvet Insert 90x90 inches, 50 oz Fill Weight, 750 Fill Power, 100% Cotton Duvet Cover, Machine Washable, 3D Baffle Box, White", "asin": "B07F3SRL4C", "price": "$138.95", "quantity": ""},
  {"title": "WhatsBedding Queen Size Feather Comforter, Filled with Feather and Down Fiber, White All Season Duvet Insert - Luxurious Hotel Bed Comforter - 100% Cotton Cover, Medium Warmth with Corner Tabs - 90x90", "asin": "B07FL3SSQJ", "price": "$54.99", "quantity": ""},
  {"title": "TOPGREEN Organic Feather Down Comforter King Size, All-Season Duvet Insert, 100% Organic Cotton, Soft Fluffy Bed Comforter with Corner Tabs(106x90, White)", "asin": "B091ZG6MKT", "price": "$95.99", "quantity": ""},
  {"title": "MAXICOZY Luxury Feather Fiber Down Comforter Queen Size, All Seasons Duvet Insert, Ultra-Soft Bed Comforters Hotel Collection, Fluffy Medium Warmth, (90x90, Grey)", "asin": "B0D264FXCH", "price": "$104.99", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-30T07:39:54.623Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
  {"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
  {"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
  {"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:02:43.311Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
  {"timestamp": "2025-04-26T04:03:41.254Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
  {"timestamp": "2025-04-26T04:03:57.775Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
  {"timestamp": "2025-04-26T04:04:02.194Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:17:46.461Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
  {"timestamp": "2025-04-26T04:17:55.917Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
  {"timestamp": "2025-04-29T02:30:55.698Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
  {"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
  {"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
  {"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:38:57.824Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-30T07:39:06.680Z", "action": "click_product", "action_argument": "B073F13NBC"}
  {"timestamp": "2025-04-30T07:39:21.584Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:28.632Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.209Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.338Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:31.473Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:33.108Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T07:39:42.941Z", "action": "click_product", "action_argument": "B01JPECQF8"}
  {"timestamp": "2025-04-30T07:39:48.030Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T07:39:51.745Z", "action": "purchase", "action_argument": "B01JPECQBM"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "Utopia Bedding Comforters Queen Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)", "asin": "B01JPECQBM", "price": "$20.84", "quantity": "1"},
  {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "price": "$28.99", "quantity": "1"},
  {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "price": "$29.99", "quantity": "1"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$2.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.85"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "Olive + Crate 100% Viscose derived from Bamboo Winter Comforter Queen Size, Cooling Duvet Insert, Down Alternative Blanket, Extra Fluffy, White Cooling Comforter for Restful Sleep (88x90 Inches)", "asin": "B0DK7K9V4F", "price": "$129.99", "quantity": ""},
  {"title": "Bedtter\u00ae Cooling Comforter Full/Queen, Sorona and Tencel Filling Cold Touch Fabric Cooling Blanket for Night Sweats Hot Sleeper, Double-Sided Cool Design Summer Breathable Comforter, 90\"x90\", Blue", "asin": "B0CZ7BTVWW", "price": "$139.00", "quantity": ""},
  {"title": "Serta Down Illusion Lightweight Hypoallergenic Down Alternative Comforter with Corner Loops, Full/Queen, White", "asin": "B098S3CLCW", "price": "$74.99", "quantity": ""},
  {"title": "FineMay Cooling Comforter Queen Size, Double-Sided Cooling Blanket for Hot Sleepers & Night Sweats, Arc-Chill Q-Max > 0.4 Breathable Ice Blanket, Lightweight Cold Comforter (80''x90'', Light Grey)", "asin": "B0DW8DKRCZ", "price": "$74.99", "quantity": ""},
  {"title": "Down Fiber Feather Comforter King Size - All Season Hotel Duvet Insert, Medium Warmth Ultra-Soft 750 Fill Power Fluffy Premium Comforter with 8 Corner Tabs, Stripe Pattern Cotton Blend Cover", "asin": "B0DQY8624Y", "price": "", "quantity": ""},
  {"title": "Bare Home Comforter Set - Queen Size - Ultra-Soft - Goose Down Alternative - Premium 1800 Series - All Season Warmth (Queen, Grey)", "asin": "B076DD56XT", "price": "", "quantity": ""},
  {"title": "Three Geese Luxury Down Feathers Fiber Comforter Queen Size - 750 Fill Power All Season Down Duvet Insert, Ultra-Soft Hotel Collection Bedding Comforter, Baffle-Box Design - Noiseless - Medium Warmth.", "asin": "B0D9XPGJHC", "price": "", "quantity": ""},
  {"title": "Luxurious All-Season Goose Down Feather Fiber Comforter Queen Size Duvet Insert, Exquisite Pinch Pleat Design, Premium Baffle Box, 100% Egyptian Cotton Cover, 55 oz. Fill Weight, White", "asin": "B07FBNPRW3", "price": "", "quantity": ""},
  {"title": "Bare Home Queen Comforter - Reversible Colors - Goose Down Alternative - Ultra-Soft - Premium 1800 Series - All Season Warmth - Bedding Comforter (Queen, Black/Grey)", "asin": "B01NAVAC1P", "price": "", "quantity": ""},
  {"title": "MR.SIGA Non-Scratch Cellulose Scrub Sponge, Dual-Sided Dishwashing Sponge for Kitchen, 12 Pack", "asin": "B082W29G1C", "price": "$12.99", "quantity": ""},
  {"title": "King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Luxury Comfy Bedding for Women, Men, Kids and Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size Dark Grey", "asin": "B06XCFD9DH", "price": "$14.99", "quantity": ""},
  {"title": "BESTOUCH Duvet Cover Set 100% Washed Cotton Linen Feel Super Soft Comfortable Chic Lightweight 3 PCs Home Bedding Set Solid Off White Queen", "asin": "B089161BPR", "price": "$69.99", "quantity": ""},
  {"title": "Luxury White Hand Towels - Soft 100% Turkish Cotton | Highly Absorbent Hotel spa Bathroom Towel Collection | 16x30 Inch | Set of 6", "asin": "B0103XVVME", "price": "$22.99", "quantity": ""},
  {"title": "Home Techpro Rug Pads Grippers, 8 PCS Non Slip Washable Grippers, \u201cVacuum TECH\u201d - New Materials to Anti Curling Rug Pad : Keep Your Rug in Place & Make Corner Flat and Easily Peel Off", "asin": "B07GPJ9PW2", "price": "$16.99", "quantity": ""},
  {"title": "JIYUAN 100% Washed Cotton Duvet Cover Set Comfy Simple Style Soft Breathable Textured Durable Linen Feel Bedding for All Seasons Queen, Olive Green", "asin": "B0B73LHRWL", "price": "$64.99", "quantity": ""},
  {"title": "MooMee Bedding Duvet Cover Set 100% Washed Cotton Linen Like Textured Breathable Durable Soft Comfy (Heathered Cornflower Blue, Queen 90\"x90\")", "asin": "B091YKL8GT", "price": "$69.99", "quantity": ""},
  {"title": "Tens Towels Pack of 4 Extra Large Bath Towels 30 x 60 Inches, 100% Cotton, Larger & Lighter Weight, Quicker to Dry, Super Soft and Absorbent, Perfect for Bathroom, White", "asin": "B0963LSWW1", "price": "$34.99", "quantity": ""},
  {"title": "EASELAND Twin XL Mattress Pad Pillow Top Quilted Fitted Mattress Cover/ Protector Extra Long Cotton Top 8-21\" Deep Pocket Cooling Mattress Topper (39x80 Inches, White)", "asin": "B073ZXQX7J", "price": "$42.99", "quantity": ""},
  {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "", "price": "$34.99", "quantity": ""},
  {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Comforter Cover with 2 Pillow Shams - 3 Pieces Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 90 X 90 Inches (White)", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Utopia Bedding Queen Bed Sheets Set - 4 Piece Bedding - Brushed Microfiber - Shrinkage and Fade Resistant - Easy Care (Queen, White)", "asin": "", "price": "$15.99", "quantity": ""},
  {"title": "Ginger Lily Farms Club & Fitness Moisturizing Conditioner for Dry Hair, 100% Vegan & Cruelty-Free, Aloe Vera Scent, 1 Gallon (128 fl oz) Refill, white", "asin": "", "price": "$21.99", "quantity": ""},
  {"title": "Mellanni Queen Sheets Set - 4 PC Iconic Collection Bedding - Hotel Luxury, Extra Soft, Cooling Bed Sheets - Wrinkle, Fade, Stain Resistant (Queen, White)", "asin": "", "price": "$35.97", "quantity": ""},
  {"title": "Ginger Lily Farms Club & Fitness Moisturizing Shampoo for All Hair Types, 100% Vegan & Cruelty-Free, Aloe Vera Scent, 1 Gallon (128 fl oz) Refill", "asin": "", "price": "$21.99", "quantity": ""},
  {"title": "Bedsure White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\"x90\") & 2 Pillow Shams, NO Comforter", "asin": "", "price": "$26.99", "quantity": ""},
  {"title": "Utopia Bedding Queen Fitted Sheets - Bulk Pack of 6 Bottom Sheets - Soft Brushed Microfiber - Deep Pockets - Shrinkage & Fade Resistant - Easy Care (White)", "asin": "", "price": "$44.99", "quantity": ""},
  {"title": "Bedsure Boho Duvet Cover Queen Size - Tufted Duvet Cover Queen Set for All Seasons, 3 Pieces Soft Shabby Chic Embroidery Boho Bedding, Comforter Not Included (Beige, 90\" x 90\")", "asin": "", "price": "$46.99", "quantity": ""},
  {"title": "APSMILE Luxurious King Size Down Feather Fibers Comforter, Ultra-Soft Down Feather Fibers Duvet, 39oz Hotel Collection Comforter Medium Warmth All Season Fluffy Duvet Insert (106x90, White)", "asin": "B0CSPCQRK3", "price": "$199.00", "quantity": ""},
  {"title": "TOPGREEN Feather Down Fiber Comforter Oversized King, Extra Fluffy Duvet Insert for All Season, Luxury Hotel Bed Comforters, with Ultra-Soft Egyptian Cotton Blend Case (120x98 Inch, White)", "asin": "B0DRVMHNN4", "price": "$155.90", "quantity": ""},
  {"title": "DOWNFORT Luxury Heavyweight Waterfowl Feathers Fiber Down Fiber Comforter Twin Size Super Fluffy Winter Duvet Insert Ultra-Soft Hotel Quality Collection Bed Comforter Warmth -White, Twin 68 X 90\u201d", "asin": "B0D9LW844B", "price": "$149.99", "quantity": ""},
  {"title": "LilySilk All Season Silk Comforter/Duvet/Quilt, 100% Silk Floss Filling with 100% Cotton Cover King(104x92 Inch,Silk Weight:2.0kg)", "asin": "B01M0OSYL8", "price": "$222.00", "quantity": ""},
  {"title": "Cosybay Feather and Down Fiber Comforter King Size, Ultra Fluffy Duvet Insert, All Season White Cotton Cover Luxury Hotel Bed Comforter with Corner Tabs, 106\"x90\"", "asin": "B0DLNZNFDQ", "price": "$59.99", "quantity": ""},
  {"title": "C&W White Goose Down Comforter Queen Size, Duvet Insert 90x90 inches, 50 oz Fill Weight, 750 Fill Power, 100% Cotton Duvet Cover, Machine Washable, 3D Baffle Box, White", "asin": "B07F3SRL4C", "price": "$138.95", "quantity": ""},
  {"title": "WhatsBedding Queen Size Feather Comforter, Filled with Feather and Down Fiber, White All Season Duvet Insert - Luxurious Hotel Bed Comforter - 100% Cotton Cover, Medium Warmth with Corner Tabs - 90x90", "asin": "B07FL3SSQJ", "price": "$54.99", "quantity": ""},
  {"title": "TOPGREEN Organic Feather Down Comforter King Size, All-Season Duvet Insert, 100% Organic Cotton, Soft Fluffy Bed Comforter with Corner Tabs(106x90, White)", "asin": "B091ZG6MKT", "price": "$95.99", "quantity": ""},
  {"title": "MAXICOZY Luxury Feather Fiber Down Comforter Queen Size, All Seasons Duvet Insert, Ultra-Soft Bed Comforters Hotel Collection, Fluffy Medium Warmth, (90x90, Grey)", "asin": "B0D264FXCH", "price": "$104.99", "quantity": ""}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-30T07:39:54.623Z", // 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>
  