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": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
  {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
  {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
  {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
  {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
  {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
  {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
  {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
  {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
  {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
  {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  <|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": "\u5e73\u5b89\u6263"}],
  "cart_items": [{"title": "Lerobo Compatible with Apple Watch Band 44mm SE Series 8 45mm 46mm Series 9 Ultra 2 Band 49mm 42mm Men Women Elastic Nylon Solo Loop Sport Strap for iWatch Bands Series 10 7 6 5 4 3 2 1,Gray", "asin": "B0CKPB8DNK", "price": "$7.19", "quantity": "1"},
  {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey", "asin": "B09ZPB85JC", "price": "$11.89", "quantity": "1"},
  {"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": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "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": "$207.99", "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": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "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": "$89.99", "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": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "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": "$39.00", "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": "$20.74", "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": "$70.00", "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": "$57.50", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "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": "$6.99", "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"}],
  "promotion_items": [{"title": "OHINGLT 925 Sterling Silver Lobster Claw Clasp with Closed Jump Rings,Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Made in Italy", "asin": "B0BL3C12BN", "price": "$7.99", "quantity": ""},
  {"title": "Double Opening Sterling Silver Infinity Figure Eight Lobster Clasp- Very Small 11mm x 5mm, Figure-Eight Design, Double Interchangeable Clasp with Secure Closure - SKU: j-4648", "asin": "B08KFP6FWP", "price": "$17.13", "quantity": ""},
  {"title": "500 Pieces - 5mm Jump Rings Stainless Steel Silver Tone - 20 Gauge", "asin": "B00N36GEKI", "price": "$6.98", "quantity": ""},
  {"title": "JIALEEY 200 PCS Wholesale Bulk Lots Jewelry Making Charms Mixed Smooth Tibetan Silver Metal Charms Pendants DIY for Necklace Bracelet Jewelry Making and Crafting", "asin": "B07RSVY841", "price": "$7.99", "quantity": ""},
  {"title": "Alloy Lobster Clasps 14x7mm Silver Plated Lobster Claw Clasps for DIY Jewelry Making 100pcs", "asin": "B088BLTH15", "price": "$9.99", "quantity": ""}],
  "search_results": [{"title": "OHINGLT 925 Sterling Silver Lobster Claw Clasp with Closed Jump Rings,Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Made in Italy", "asin": "B0BL3F62G8", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "925 Sterling Silver Jump Rings 0.6x3.5mm 100pcs for Jewelry Making Findings", "asin": "B0CQR7G8C3", "price": "$13.99", "delivery": "FREE delivery Apr 14 - 17 for Prime members"},
  {"title": "Alloy Lobster Clasps 14x7mm Silver Plated Lobster Claw Clasps for DIY Jewelry Making 100pcs", "asin": "B088BLTH15", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "1-inch Silver Curved Lobster Clasps Swivel Trigger Clips Snap (Pack of 20)", "asin": "B07MVHV1C1", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Double Opening Sterling Silver Infinity Figure Eight Lobster Clasp- Very Small 11mm x 5mm, Figure-Eight Design, Double Interchangeable Clasp with Secure Closure - SKU: j-4648", "asin": "B08KFP6FWP", "price": "$17.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "925 Sterling Silver Lobster Claw Clasps with 2 Closed Jump Rings,Lobster Clasp Sterling Silver Rings Bracelet Clasps and Closures Necklace Clasps for Jewelry Making(Made in Italy)", "asin": "B0D2NX13H2", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "8 Pcs 14K Gold Plated 925 Sterling Silver Lobster Claw Clasp Spring Clasp with Open Jump Rings, Gold Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Replacement", "asin": "B0DPVB46G8", "price": "$11.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members"},
  {"title": "500 Pieces - 5mm Jump Rings Stainless Steel Silver Tone - 20 Gauge", "asin": "B00N36GEKI", "price": "$6.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Dailyacc Double Opening Lobster Clasp 316 Stainless Steel Silver and Gold Pleted Necklace Bracelet Extender Clasps and Closures for DIY Jewelry", "asin": "B0C7KN2JH3", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "200Pcs Lobster Claw Clasps, 14x8mm Metal Alloy Lobster Clasps, Lobster Clasps for Jewelry Making,Keychains,Bracelet and for DIY Jewelry Necklace Clasps and Closures(Silver)", "asin": "B07V1V3PFH", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Beadalon Crimp Bead Assorted Sizes Variety Pack Silver Plated - 600 pcs, Sizes 0, 1, 2, 3, for Jewelry Making & Beading", "asin": "B001FD6ZIC", "price": "$10.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "PATIKIL 13x8mm Lobster Clasp, 20Pcs 304 Stainless Steel Lobster Claws Clasp Connector for Crafting DIY Jewelry Making Key Chains Bracelet Necklace Hook, Silver", "asin": "B0CVWTS1NL", "price": "$7.29", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 1 left in stock - order soon."},
  {"title": "uGems Double Opening 14K GP Sterling Silver Infinity Lobster Clasp - 15mm x 10mm, 14k Gold-Plated (1 Micron), 3/5\" Long, Medium Size for Jewelry Making - sku: j-4119v", "asin": "B0846BRW9S", "price": "$14.75", "delivery": "FREE delivery for Prime members Temporarily out of stock."},
  {"title": "PH PandaHall 15pcs 925 Sterling Silver Locking Jump Rings, Round Locking Jump Rings, OD 6mm ID 3.3mm Circle Clasp Ring Connector Open End Jump Rings for Necklace Bracelet Keychain Jewelry Making", "asin": "B0CPM3NZ8S", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-08T01:31:43.858Z", // 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": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
  {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
  {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
  {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
  {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
  {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
  {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
  {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
  {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
  {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
  {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  <|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": "\u5e73\u5b89\u6263"}],
  "cart_items": [{"title": "Lerobo Compatible with Apple Watch Band 44mm SE Series 8 45mm 46mm Series 9 Ultra 2 Band 49mm 42mm Men Women Elastic Nylon Solo Loop Sport Strap for iWatch Bands Series 10 7 6 5 4 3 2 1,Gray", "asin": "B0CKPB8DNK", "price": "$7.19", "quantity": "1"},
  {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey", "asin": "B09ZPB85JC", "price": "$11.89", "quantity": "1"},
  {"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": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "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": "$207.99", "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": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "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": "$89.99", "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": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "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": "$39.00", "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": "$20.74", "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": "$70.00", "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": "$57.50", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "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": "$6.99", "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"}],
  "promotion_items": [{"title": "OHINGLT 925 Sterling Silver Lobster Claw Clasp with Closed Jump Rings,Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Made in Italy", "asin": "B0BL3C12BN", "price": "$7.99", "quantity": ""},
  {"title": "Double Opening Sterling Silver Infinity Figure Eight Lobster Clasp- Very Small 11mm x 5mm, Figure-Eight Design, Double Interchangeable Clasp with Secure Closure - SKU: j-4648", "asin": "B08KFP6FWP", "price": "$17.13", "quantity": ""},
  {"title": "500 Pieces - 5mm Jump Rings Stainless Steel Silver Tone - 20 Gauge", "asin": "B00N36GEKI", "price": "$6.98", "quantity": ""},
  {"title": "JIALEEY 200 PCS Wholesale Bulk Lots Jewelry Making Charms Mixed Smooth Tibetan Silver Metal Charms Pendants DIY for Necklace Bracelet Jewelry Making and Crafting", "asin": "B07RSVY841", "price": "$7.99", "quantity": ""},
  {"title": "Alloy Lobster Clasps 14x7mm Silver Plated Lobster Claw Clasps for DIY Jewelry Making 100pcs", "asin": "B088BLTH15", "price": "$9.99", "quantity": ""}],
  "search_results": [{"title": "OHINGLT 925 Sterling Silver Lobster Claw Clasp with Closed Jump Rings,Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Made in Italy", "asin": "B0BL3F62G8", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "925 Sterling Silver Jump Rings 0.6x3.5mm 100pcs for Jewelry Making Findings", "asin": "B0CQR7G8C3", "price": "$13.99", "delivery": "FREE delivery Apr 14 - 17 for Prime members"},
  {"title": "Alloy Lobster Clasps 14x7mm Silver Plated Lobster Claw Clasps for DIY Jewelry Making 100pcs", "asin": "B088BLTH15", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "1-inch Silver Curved Lobster Clasps Swivel Trigger Clips Snap (Pack of 20)", "asin": "B07MVHV1C1", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Double Opening Sterling Silver Infinity Figure Eight Lobster Clasp- Very Small 11mm x 5mm, Figure-Eight Design, Double Interchangeable Clasp with Secure Closure - SKU: j-4648", "asin": "B08KFP6FWP", "price": "$17.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "925 Sterling Silver Lobster Claw Clasps with 2 Closed Jump Rings,Lobster Clasp Sterling Silver Rings Bracelet Clasps and Closures Necklace Clasps for Jewelry Making(Made in Italy)", "asin": "B0D2NX13H2", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "8 Pcs 14K Gold Plated 925 Sterling Silver Lobster Claw Clasp Spring Clasp with Open Jump Rings, Gold Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Replacement", "asin": "B0DPVB46G8", "price": "$11.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members"},
  {"title": "500 Pieces - 5mm Jump Rings Stainless Steel Silver Tone - 20 Gauge", "asin": "B00N36GEKI", "price": "$6.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Dailyacc Double Opening Lobster Clasp 316 Stainless Steel Silver and Gold Pleted Necklace Bracelet Extender Clasps and Closures for DIY Jewelry", "asin": "B0C7KN2JH3", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "200Pcs Lobster Claw Clasps, 14x8mm Metal Alloy Lobster Clasps, Lobster Clasps for Jewelry Making,Keychains,Bracelet and for DIY Jewelry Necklace Clasps and Closures(Silver)", "asin": "B07V1V3PFH", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Beadalon Crimp Bead Assorted Sizes Variety Pack Silver Plated - 600 pcs, Sizes 0, 1, 2, 3, for Jewelry Making & Beading", "asin": "B001FD6ZIC", "price": "$10.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "PATIKIL 13x8mm Lobster Clasp, 20Pcs 304 Stainless Steel Lobster Claws Clasp Connector for Crafting DIY Jewelry Making Key Chains Bracelet Necklace Hook, Silver", "asin": "B0CVWTS1NL", "price": "$7.29", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 1 left in stock - order soon."},
  {"title": "uGems Double Opening 14K GP Sterling Silver Infinity Lobster Clasp - 15mm x 10mm, 14k Gold-Plated (1 Micron), 3/5\" Long, Medium Size for Jewelry Making - sku: j-4119v", "asin": "B0846BRW9S", "price": "$14.75", "delivery": "FREE delivery for Prime members Temporarily out of stock."},
  {"title": "PH PandaHall 15pcs 925 Sterling Silver Locking Jump Rings, Round Locking Jump Rings, OD 6mm ID 3.3mm Circle Clasp Ring Connector Open End Jump Rings for Necklace Bracelet Keychain Jewelry Making", "asin": "B0CPM3NZ8S", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-08T01:31:43.858Z", // 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": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
  {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
  {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
  {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
  {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
  {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
  {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
  {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
  {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
  {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
  {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
  {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
  {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
  {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
  {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
  {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
  <|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": "\u5e73\u5b89\u6263"}],
  "cart_items": [{"title": "Lerobo Compatible with Apple Watch Band 44mm SE Series 8 45mm 46mm Series 9 Ultra 2 Band 49mm 42mm Men Women Elastic Nylon Solo Loop Sport Strap for iWatch Bands Series 10 7 6 5 4 3 2 1,Gray", "asin": "B0CKPB8DNK", "price": "$7.19", "quantity": "1"},
  {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey", "asin": "B09ZPB85JC", "price": "$11.89", "quantity": "1"},
  {"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": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "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": "$207.99", "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": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
  {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "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": "$89.99", "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": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "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": "$39.00", "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": "$20.74", "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": "$70.00", "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": "$57.50", "quantity": "1"},
  {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "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": "$6.99", "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"}],
  "promotion_items": [{"title": "OHINGLT 925 Sterling Silver Lobster Claw Clasp with Closed Jump Rings,Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Made in Italy", "asin": "B0BL3C12BN", "price": "$7.99", "quantity": ""},
  {"title": "Double Opening Sterling Silver Infinity Figure Eight Lobster Clasp- Very Small 11mm x 5mm, Figure-Eight Design, Double Interchangeable Clasp with Secure Closure - SKU: j-4648", "asin": "B08KFP6FWP", "price": "$17.13", "quantity": ""},
  {"title": "500 Pieces - 5mm Jump Rings Stainless Steel Silver Tone - 20 Gauge", "asin": "B00N36GEKI", "price": "$6.98", "quantity": ""},
  {"title": "JIALEEY 200 PCS Wholesale Bulk Lots Jewelry Making Charms Mixed Smooth Tibetan Silver Metal Charms Pendants DIY for Necklace Bracelet Jewelry Making and Crafting", "asin": "B07RSVY841", "price": "$7.99", "quantity": ""},
  {"title": "Alloy Lobster Clasps 14x7mm Silver Plated Lobster Claw Clasps for DIY Jewelry Making 100pcs", "asin": "B088BLTH15", "price": "$9.99", "quantity": ""}],
  "search_results": [{"title": "OHINGLT 925 Sterling Silver Lobster Claw Clasp with Closed Jump Rings,Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Made in Italy", "asin": "B0BL3F62G8", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "925 Sterling Silver Jump Rings 0.6x3.5mm 100pcs for Jewelry Making Findings", "asin": "B0CQR7G8C3", "price": "$13.99", "delivery": "FREE delivery Apr 14 - 17 for Prime members"},
  {"title": "Alloy Lobster Clasps 14x7mm Silver Plated Lobster Claw Clasps for DIY Jewelry Making 100pcs", "asin": "B088BLTH15", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "1-inch Silver Curved Lobster Clasps Swivel Trigger Clips Snap (Pack of 20)", "asin": "B07MVHV1C1", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Double Opening Sterling Silver Infinity Figure Eight Lobster Clasp- Very Small 11mm x 5mm, Figure-Eight Design, Double Interchangeable Clasp with Secure Closure - SKU: j-4648", "asin": "B08KFP6FWP", "price": "$17.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "925 Sterling Silver Lobster Claw Clasps with 2 Closed Jump Rings,Lobster Clasp Sterling Silver Rings Bracelet Clasps and Closures Necklace Clasps for Jewelry Making(Made in Italy)", "asin": "B0D2NX13H2", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "8 Pcs 14K Gold Plated 925 Sterling Silver Lobster Claw Clasp Spring Clasp with Open Jump Rings, Gold Necklace Clasps and Closures Suitable for Jewelry Making Necklaces Bracelet Replacement", "asin": "B0DPVB46G8", "price": "$11.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members"},
  {"title": "500 Pieces - 5mm Jump Rings Stainless Steel Silver Tone - 20 Gauge", "asin": "B00N36GEKI", "price": "$6.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Dailyacc Double Opening Lobster Clasp 316 Stainless Steel Silver and Gold Pleted Necklace Bracelet Extender Clasps and Closures for DIY Jewelry", "asin": "B0C7KN2JH3", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "200Pcs Lobster Claw Clasps, 14x8mm Metal Alloy Lobster Clasps, Lobster Clasps for Jewelry Making,Keychains,Bracelet and for DIY Jewelry Necklace Clasps and Closures(Silver)", "asin": "B07V1V3PFH", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Beadalon Crimp Bead Assorted Sizes Variety Pack Silver Plated - 600 pcs, Sizes 0, 1, 2, 3, for Jewelry Making & Beading", "asin": "B001FD6ZIC", "price": "$10.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "PATIKIL 13x8mm Lobster Clasp, 20Pcs 304 Stainless Steel Lobster Claws Clasp Connector for Crafting DIY Jewelry Making Key Chains Bracelet Necklace Hook, Silver", "asin": "B0CVWTS1NL", "price": "$7.29", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 1 left in stock - order soon."},
  {"title": "uGems Double Opening 14K GP Sterling Silver Infinity Lobster Clasp - 15mm x 10mm, 14k Gold-Plated (1 Micron), 3/5\" Long, Medium Size for Jewelry Making - sku: j-4119v", "asin": "B0846BRW9S", "price": "$14.75", "delivery": "FREE delivery for Prime members Temporarily out of stock."},
  {"title": "PH PandaHall 15pcs 925 Sterling Silver Locking Jump Rings, Round Locking Jump Rings, OD 6mm ID 3.3mm Circle Clasp Ring Connector Open End Jump Rings for Necklace Bracelet Keychain Jewelry Making", "asin": "B0CPM3NZ8S", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-08T01:31:43.858Z", // 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>
  