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": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"}
  {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"}
  {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"}
  {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}
  {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"}
  {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"}
  {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"}
  {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"}
  {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"}
  {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"}
  {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"}
  {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"}
  {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"}
  {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"}
  {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-03T18:50:42.591Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-03T18:51:36.990Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
  {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
  {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$241.00", "quantity": "1"},
  {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
  {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$69.99", "quantity": "1"},
  {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$31.20", "quantity": "1"},
  {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
  {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
  {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$56.00", "quantity": "1"},
  {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"},
  {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
  {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$5.97", "quantity": "1"},
  {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}],
  "product_details": [{"asin": "B0CDBYFH81"},
  {"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray"},
  {"price": "$199.00"},
  {"bullet_list": "\ud83d\udcd81. 6.8\" E-ink Carta HD display: Carta 1200 Screen 1648*1236 300PPI HD screen, Reads like real paper with the latest e-ink technology for faster page turns . 24 level Adjustable Colour Temperature brightness lets you free read indoors and outdoors, day and night \ud83d\udcd82. Android 11 System: Cortex A55 Ouad Core processor, Android Open source ensure you can install Tons of 3rd party applications,provides you with abundant reading resourses, Out speaker support Audio ebooks and musics,switch seamlessly between reading and listening, listen to your story \ud83d\udcd83. Professional Zreader : Comes with Physical buttons ,Flexible and Intelligent reading settings, Optimized Font technology, Support multiple formats in market: PDF,DVJU,EPUB, MOBI, AZW3,TXT, HTML, RTF, FB2.zip, PDB, DOC, JPG, PNG, GIF, BMP, MP3, WAV, CBR, CBZ. \ud83d\udcd84. Multiple Ways of Transmition: Dual brand WIFI signal , Bluetooth, WIFI Data transfer, 3G+32G Storage enough to hold your full prviate library,Support Extension TF card upto 1TB \ud83d\udcd85.Long working time :Built-in 2900mAh battery ensure working one month , Beeze free design and Smartest Pocket Size make you can Carry and read it everywhere. (battery life may vary depending on actual use ) \ud83d\udcd86. 256 Gray Leavel Display: Excellent PDF reading experience , 256-level Black&white contrast .No Discount in Reading.After 256 gray level opened , pictiures display will more sofer and delicated, the natural display gradient will be a good parnter of comics and graphic documents reading \ud83d\udcd87. This link do not including any free leather cover"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1 "}],
  "promotion_items": [{"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""},
  {"title": "PocketBook Verse Pro E-Reader Waterproof | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Audio-Book & E-Book Reader | Text-to-Speech Function | SMARTlight | 16GB | WiFi & Bluetooth | Red", "asin": "B0CGVXDRGP", "price": "$185.00", "quantity": ""},
  {"title": "Bigme B751C Color Ebook Reader 7 Inch E-Ink Paper Tablet for Notes Taking, Reading and Writing (Case and Stylus Included)", "asin": "B0CTCRD9XN", "price": "$279.00", "quantity": ""},
  {"title": "PocketBook Verse Pro E-Reader Waterproof | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Audio-Book & E-Book Reader | Text-to-Speech Function | SMARTlight | 16GB | WiFi & Bluetooth | Azure", "asin": "B0CGVXN52X", "price": "$189.00", "quantity": ""},
  {"title": "Geniatech Kloudnote Slim 10.3\" Digital Notebook, E Ink Tablet and ePaper Notepad for ebook Reading and Writing, 227ppi ereader Device in 2025, 5.3mm Ultra-Thin (Grey)", "asin": "B0DKX87KKF", "price": "$319.99", "quantity": ""},
  {"title": "Bigme inkNote Color + Lite Eink Tablet 10.3\" eBook Reader 4G 64GB E-Reader for Reading and Writing ePaper Tablet Digital Notepad with Stylus and Cover", "asin": "B0C5CWHLTW", "price": "$449.00", "quantity": ""},
  {"title": "Android E-Ink ePaper Tablet, Paperwhite eBook Reader Digital Notebook for Note Taking, Drawing Paper White Graphics Notepad with Stylus and Case, Cloud Sync and Screen Casting - Model Mini 9.7\" Silver", "asin": "B0D5Y7DLXQ", "price": "$279.99", "quantity": ""},
  {"title": "iFLYTEK AINOTE Air 2, 8.2-inch AI Note-Taking Tablet Writing Paper Tablets, Digital Notebook with Pen, Voice-to-Text Transcription, Multi-Languages Chatgpt Support, Supernote for Meetings & Study", "asin": "B0DLKSR2P4", "price": "$499.00", "quantity": ""},
  {"title": "TUDIA SKN FLIP Designed for Onyx Boox Palma Case - [Magnetic Closure] Shockproof Slim Transparent TPU Back with Textured Leather 6.13\" Cover (Grey)", "asin": "B0DLBV5RLM", "price": "$21.99", "quantity": ""},
  {"title": "PocketBook Era Color E-Reader | Eye-Friendly 7'' E-Ink Kaleido 3 Touch-Screen | Audio-Book & E-Book Reader | Waterproof | Text-to-Speech Function | Built-in Speaker | WiFi & Bluetooth | Stormy Sea", "asin": "B0D1Y883G2", "price": "$269.00", "quantity": ""},
  {"title": "Android E-Ink ePaper Tablet, Paperwhite eBook Reader Digital Notebook for Note Taking, Drawing Paper White Graphics Notepad with Stylus and Case, Cloud Sync and Screen Casting - Model Mini 9.7\" Silver", "asin": "B0D5Y7DLXQ", "price": "$279.99", "quantity": ""},
  {"title": "Meebook E-Reader M8 | 7.8' Eink Carta Screen | 300PPI Smart Light | Android 14 | Octa Core Processor | Dual Mics&Speakers | Support Play Store | Hand Writing | 4GB+64GB | Micro-SD Slot | White", "asin": "B0DWS9K4WW", "price": "$259.00", "quantity": ""},
  {"title": "MEEBOOK (likebook) Ebook reader[M6C],6\u201dKaleido E-ink Color Screen+ Quad core Cortex A55, 1.8GHz CPU + 3GB RAM+ 32GB Memory\u3001Android 11\u3001Wifi\u3001Blutooth\u3001support Micro SD/TF card, White", "asin": "B0D8V7329H", "price": "$189.00", "quantity": ""},
  {"title": "MEEBOOK M7 e-Book Reader | 6.8\" 300PPI HD E-Ink Screen eReader | Cold/Warm Light | Android 11 | Support Google Play Store | Speaker/OTG/Type C | Micro SD Card Slot | 3GB+32GB | Gray|", "asin": "B0CGN13DCZ", "price": "$199.00", "quantity": ""}],
  "comparison_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00"},
  {"title": "Meebook M8 | 7.8\" eReader | HD 300PPI Eink Screen | Octa-core 2.2Ghz | 4+64G | 1TB TF Slot Expansion | Android14 | WiFi | BT5.2 | Double Microphone/Speakers | G-Sensor | Support Google Play | White", "asin": "B0CGMZX5W7", "price": "$259.00"},
  {"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00"},
  {"title": "MEEBOOK (likebook) Ebook reader[M6C],6\u201dKaleido E-ink Color Screen+ Quad core Cortex A55, 1.8GHz CPU + 3GB RAM+ 32GB Memory\u3001Android 11\u3001Wifi\u3001Blutooth\u3001support Micro SD/TF card, White", "asin": "B0D8V7329H", "price": "$189.00"},
  {"title": "PocketBook Basic Lux 4 E-Book Reader | 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$109.28"},
  {"title": "PocketBook Verse E-Readers | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Adjustable SMARTlight | Up to 1 Month of Battery Life | WiFi & Memory Card Slot | E-Book Reader in Misty Grey", "asin": "B0CGVWV9Z2", "price": "$139.00"}]
  <|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": "2025-05-03T18:52:06.134Z", // 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": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"}
  {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"}
  {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"}
  {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}
  {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"}
  {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"}
  {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"}
  {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"}
  {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"}
  {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"}
  {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"}
  {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"}
  {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"}
  {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"}
  {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-03T18:50:42.591Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-03T18:51:36.990Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
  {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
  {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$241.00", "quantity": "1"},
  {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
  {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$69.99", "quantity": "1"},
  {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$31.20", "quantity": "1"},
  {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
  {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
  {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$56.00", "quantity": "1"},
  {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"},
  {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
  {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$5.97", "quantity": "1"},
  {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}],
  "product_details": [{"asin": "B0CDBYFH81"},
  {"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray"},
  {"price": "$199.00"},
  {"bullet_list": "\ud83d\udcd81. 6.8\" E-ink Carta HD display: Carta 1200 Screen 1648*1236 300PPI HD screen, Reads like real paper with the latest e-ink technology for faster page turns . 24 level Adjustable Colour Temperature brightness lets you free read indoors and outdoors, day and night \ud83d\udcd82. Android 11 System: Cortex A55 Ouad Core processor, Android Open source ensure you can install Tons of 3rd party applications,provides you with abundant reading resourses, Out speaker support Audio ebooks and musics,switch seamlessly between reading and listening, listen to your story \ud83d\udcd83. Professional Zreader : Comes with Physical buttons ,Flexible and Intelligent reading settings, Optimized Font technology, Support multiple formats in market: PDF,DVJU,EPUB, MOBI, AZW3,TXT, HTML, RTF, FB2.zip, PDB, DOC, JPG, PNG, GIF, BMP, MP3, WAV, CBR, CBZ. \ud83d\udcd84. Multiple Ways of Transmition: Dual brand WIFI signal , Bluetooth, WIFI Data transfer, 3G+32G Storage enough to hold your full prviate library,Support Extension TF card upto 1TB \ud83d\udcd85.Long working time :Built-in 2900mAh battery ensure working one month , Beeze free design and Smartest Pocket Size make you can Carry and read it everywhere. (battery life may vary depending on actual use ) \ud83d\udcd86. 256 Gray Leavel Display: Excellent PDF reading experience , 256-level Black&white contrast .No Discount in Reading.After 256 gray level opened , pictiures display will more sofer and delicated, the natural display gradient will be a good parnter of comics and graphic documents reading \ud83d\udcd87. This link do not including any free leather cover"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1 "}],
  "promotion_items": [{"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""},
  {"title": "PocketBook Verse Pro E-Reader Waterproof | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Audio-Book & E-Book Reader | Text-to-Speech Function | SMARTlight | 16GB | WiFi & Bluetooth | Red", "asin": "B0CGVXDRGP", "price": "$185.00", "quantity": ""},
  {"title": "Bigme B751C Color Ebook Reader 7 Inch E-Ink Paper Tablet for Notes Taking, Reading and Writing (Case and Stylus Included)", "asin": "B0CTCRD9XN", "price": "$279.00", "quantity": ""},
  {"title": "PocketBook Verse Pro E-Reader Waterproof | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Audio-Book & E-Book Reader | Text-to-Speech Function | SMARTlight | 16GB | WiFi & Bluetooth | Azure", "asin": "B0CGVXN52X", "price": "$189.00", "quantity": ""},
  {"title": "Geniatech Kloudnote Slim 10.3\" Digital Notebook, E Ink Tablet and ePaper Notepad for ebook Reading and Writing, 227ppi ereader Device in 2025, 5.3mm Ultra-Thin (Grey)", "asin": "B0DKX87KKF", "price": "$319.99", "quantity": ""},
  {"title": "Bigme inkNote Color + Lite Eink Tablet 10.3\" eBook Reader 4G 64GB E-Reader for Reading and Writing ePaper Tablet Digital Notepad with Stylus and Cover", "asin": "B0C5CWHLTW", "price": "$449.00", "quantity": ""},
  {"title": "Android E-Ink ePaper Tablet, Paperwhite eBook Reader Digital Notebook for Note Taking, Drawing Paper White Graphics Notepad with Stylus and Case, Cloud Sync and Screen Casting - Model Mini 9.7\" Silver", "asin": "B0D5Y7DLXQ", "price": "$279.99", "quantity": ""},
  {"title": "iFLYTEK AINOTE Air 2, 8.2-inch AI Note-Taking Tablet Writing Paper Tablets, Digital Notebook with Pen, Voice-to-Text Transcription, Multi-Languages Chatgpt Support, Supernote for Meetings & Study", "asin": "B0DLKSR2P4", "price": "$499.00", "quantity": ""},
  {"title": "TUDIA SKN FLIP Designed for Onyx Boox Palma Case - [Magnetic Closure] Shockproof Slim Transparent TPU Back with Textured Leather 6.13\" Cover (Grey)", "asin": "B0DLBV5RLM", "price": "$21.99", "quantity": ""},
  {"title": "PocketBook Era Color E-Reader | Eye-Friendly 7'' E-Ink Kaleido 3 Touch-Screen | Audio-Book & E-Book Reader | Waterproof | Text-to-Speech Function | Built-in Speaker | WiFi & Bluetooth | Stormy Sea", "asin": "B0D1Y883G2", "price": "$269.00", "quantity": ""},
  {"title": "Android E-Ink ePaper Tablet, Paperwhite eBook Reader Digital Notebook for Note Taking, Drawing Paper White Graphics Notepad with Stylus and Case, Cloud Sync and Screen Casting - Model Mini 9.7\" Silver", "asin": "B0D5Y7DLXQ", "price": "$279.99", "quantity": ""},
  {"title": "Meebook E-Reader M8 | 7.8' Eink Carta Screen | 300PPI Smart Light | Android 14 | Octa Core Processor | Dual Mics&Speakers | Support Play Store | Hand Writing | 4GB+64GB | Micro-SD Slot | White", "asin": "B0DWS9K4WW", "price": "$259.00", "quantity": ""},
  {"title": "MEEBOOK (likebook) Ebook reader[M6C],6\u201dKaleido E-ink Color Screen+ Quad core Cortex A55, 1.8GHz CPU + 3GB RAM+ 32GB Memory\u3001Android 11\u3001Wifi\u3001Blutooth\u3001support Micro SD/TF card, White", "asin": "B0D8V7329H", "price": "$189.00", "quantity": ""},
  {"title": "MEEBOOK M7 e-Book Reader | 6.8\" 300PPI HD E-Ink Screen eReader | Cold/Warm Light | Android 11 | Support Google Play Store | Speaker/OTG/Type C | Micro SD Card Slot | 3GB+32GB | Gray|", "asin": "B0CGN13DCZ", "price": "$199.00", "quantity": ""}],
  "comparison_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00"},
  {"title": "Meebook M8 | 7.8\" eReader | HD 300PPI Eink Screen | Octa-core 2.2Ghz | 4+64G | 1TB TF Slot Expansion | Android14 | WiFi | BT5.2 | Double Microphone/Speakers | G-Sensor | Support Google Play | White", "asin": "B0CGMZX5W7", "price": "$259.00"},
  {"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00"},
  {"title": "MEEBOOK (likebook) Ebook reader[M6C],6\u201dKaleido E-ink Color Screen+ Quad core Cortex A55, 1.8GHz CPU + 3GB RAM+ 32GB Memory\u3001Android 11\u3001Wifi\u3001Blutooth\u3001support Micro SD/TF card, White", "asin": "B0D8V7329H", "price": "$189.00"},
  {"title": "PocketBook Basic Lux 4 E-Book Reader | 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$109.28"},
  {"title": "PocketBook Verse E-Readers | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Adjustable SMARTlight | Up to 1 Month of Battery Life | WiFi & Memory Card Slot | E-Book Reader in Misty Grey", "asin": "B0CGVWV9Z2", "price": "$139.00"}]
  <|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": "2025-05-03T18:52:06.134Z", // 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": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"}
  {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"}
  {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"}
  {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}
  {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"}
  {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"}
  {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"}
  {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"}
  {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"}
  {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"}
  {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"}
  {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"}
  {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"}
  {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"}
  {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"}
  {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"}
  {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"}
  {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"}
  {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-03T18:50:42.591Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-03T18:51:36.990Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
  {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
  {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$241.00", "quantity": "1"},
  {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
  {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$69.99", "quantity": "1"},
  {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$31.20", "quantity": "1"},
  {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
  {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
  {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"},
  {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$56.00", "quantity": "1"},
  {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"},
  {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
  {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$5.97", "quantity": "1"},
  {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}],
  "product_details": [{"asin": "B0CDBYFH81"},
  {"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray"},
  {"price": "$199.00"},
  {"bullet_list": "\ud83d\udcd81. 6.8\" E-ink Carta HD display: Carta 1200 Screen 1648*1236 300PPI HD screen, Reads like real paper with the latest e-ink technology for faster page turns . 24 level Adjustable Colour Temperature brightness lets you free read indoors and outdoors, day and night \ud83d\udcd82. Android 11 System: Cortex A55 Ouad Core processor, Android Open source ensure you can install Tons of 3rd party applications,provides you with abundant reading resourses, Out speaker support Audio ebooks and musics,switch seamlessly between reading and listening, listen to your story \ud83d\udcd83. Professional Zreader : Comes with Physical buttons ,Flexible and Intelligent reading settings, Optimized Font technology, Support multiple formats in market: PDF,DVJU,EPUB, MOBI, AZW3,TXT, HTML, RTF, FB2.zip, PDB, DOC, JPG, PNG, GIF, BMP, MP3, WAV, CBR, CBZ. \ud83d\udcd84. Multiple Ways of Transmition: Dual brand WIFI signal , Bluetooth, WIFI Data transfer, 3G+32G Storage enough to hold your full prviate library,Support Extension TF card upto 1TB \ud83d\udcd85.Long working time :Built-in 2900mAh battery ensure working one month , Beeze free design and Smartest Pocket Size make you can Carry and read it everywhere. (battery life may vary depending on actual use ) \ud83d\udcd86. 256 Gray Leavel Display: Excellent PDF reading experience , 256-level Black&white contrast .No Discount in Reading.After 256 gray level opened , pictiures display will more sofer and delicated, the natural display gradient will be a good parnter of comics and graphic documents reading \ud83d\udcd87. This link do not including any free leather cover"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1 "}],
  "promotion_items": [{"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""},
  {"title": "PocketBook Verse Pro E-Reader Waterproof | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Audio-Book & E-Book Reader | Text-to-Speech Function | SMARTlight | 16GB | WiFi & Bluetooth | Red", "asin": "B0CGVXDRGP", "price": "$185.00", "quantity": ""},
  {"title": "Bigme B751C Color Ebook Reader 7 Inch E-Ink Paper Tablet for Notes Taking, Reading and Writing (Case and Stylus Included)", "asin": "B0CTCRD9XN", "price": "$279.00", "quantity": ""},
  {"title": "PocketBook Verse Pro E-Reader Waterproof | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Audio-Book & E-Book Reader | Text-to-Speech Function | SMARTlight | 16GB | WiFi & Bluetooth | Azure", "asin": "B0CGVXN52X", "price": "$189.00", "quantity": ""},
  {"title": "Geniatech Kloudnote Slim 10.3\" Digital Notebook, E Ink Tablet and ePaper Notepad for ebook Reading and Writing, 227ppi ereader Device in 2025, 5.3mm Ultra-Thin (Grey)", "asin": "B0DKX87KKF", "price": "$319.99", "quantity": ""},
  {"title": "Bigme inkNote Color + Lite Eink Tablet 10.3\" eBook Reader 4G 64GB E-Reader for Reading and Writing ePaper Tablet Digital Notepad with Stylus and Cover", "asin": "B0C5CWHLTW", "price": "$449.00", "quantity": ""},
  {"title": "Android E-Ink ePaper Tablet, Paperwhite eBook Reader Digital Notebook for Note Taking, Drawing Paper White Graphics Notepad with Stylus and Case, Cloud Sync and Screen Casting - Model Mini 9.7\" Silver", "asin": "B0D5Y7DLXQ", "price": "$279.99", "quantity": ""},
  {"title": "iFLYTEK AINOTE Air 2, 8.2-inch AI Note-Taking Tablet Writing Paper Tablets, Digital Notebook with Pen, Voice-to-Text Transcription, Multi-Languages Chatgpt Support, Supernote for Meetings & Study", "asin": "B0DLKSR2P4", "price": "$499.00", "quantity": ""},
  {"title": "TUDIA SKN FLIP Designed for Onyx Boox Palma Case - [Magnetic Closure] Shockproof Slim Transparent TPU Back with Textured Leather 6.13\" Cover (Grey)", "asin": "B0DLBV5RLM", "price": "$21.99", "quantity": ""},
  {"title": "PocketBook Era Color E-Reader | Eye-Friendly 7'' E-Ink Kaleido 3 Touch-Screen | Audio-Book & E-Book Reader | Waterproof | Text-to-Speech Function | Built-in Speaker | WiFi & Bluetooth | Stormy Sea", "asin": "B0D1Y883G2", "price": "$269.00", "quantity": ""},
  {"title": "Android E-Ink ePaper Tablet, Paperwhite eBook Reader Digital Notebook for Note Taking, Drawing Paper White Graphics Notepad with Stylus and Case, Cloud Sync and Screen Casting - Model Mini 9.7\" Silver", "asin": "B0D5Y7DLXQ", "price": "$279.99", "quantity": ""},
  {"title": "Meebook E-Reader M8 | 7.8' Eink Carta Screen | 300PPI Smart Light | Android 14 | Octa Core Processor | Dual Mics&Speakers | Support Play Store | Hand Writing | 4GB+64GB | Micro-SD Slot | White", "asin": "B0DWS9K4WW", "price": "$259.00", "quantity": ""},
  {"title": "MEEBOOK (likebook) Ebook reader[M6C],6\u201dKaleido E-ink Color Screen+ Quad core Cortex A55, 1.8GHz CPU + 3GB RAM+ 32GB Memory\u3001Android 11\u3001Wifi\u3001Blutooth\u3001support Micro SD/TF card, White", "asin": "B0D8V7329H", "price": "$189.00", "quantity": ""},
  {"title": "MEEBOOK M7 e-Book Reader | 6.8\" 300PPI HD E-Ink Screen eReader | Cold/Warm Light | Android 11 | Support Google Play Store | Speaker/OTG/Type C | Micro SD Card Slot | 3GB+32GB | Gray|", "asin": "B0CGN13DCZ", "price": "$199.00", "quantity": ""}],
  "comparison_items": [{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00"},
  {"title": "Meebook M8 | 7.8\" eReader | HD 300PPI Eink Screen | Octa-core 2.2Ghz | 4+64G | 1TB TF Slot Expansion | Android14 | WiFi | BT5.2 | Double Microphone/Speakers | G-Sensor | Support Google Play | White", "asin": "B0CGMZX5W7", "price": "$259.00"},
  {"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00"},
  {"title": "MEEBOOK (likebook) Ebook reader[M6C],6\u201dKaleido E-ink Color Screen+ Quad core Cortex A55, 1.8GHz CPU + 3GB RAM+ 32GB Memory\u3001Android 11\u3001Wifi\u3001Blutooth\u3001support Micro SD/TF card, White", "asin": "B0D8V7329H", "price": "$189.00"},
  {"title": "PocketBook Basic Lux 4 E-Book Reader | 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$109.28"},
  {"title": "PocketBook Verse E-Readers | Eye-Friendly 6'' E-Ink Carta\u2122 HD Touchscreen | Adjustable SMARTlight | Up to 1 Month of Battery Life | WiFi & Memory Card Slot | E-Book Reader in Misty Grey", "asin": "B0CGVWV9Z2", "price": "$139.00"}]
  <|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": "2025-05-03T18:52:06.134Z", // 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>
  