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": "2025-04-01T00:09:12.232Z", "action": "input", "action_argument": "bike pump with gauge"}
  {"timestamp": "2025-04-01T00:10:24.448Z", "action": "click_product", "action_argument": "B00XLGKU14"}
  {"timestamp": "2025-04-01T17:23:00.405Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-01T17:23:03.503Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-01T17:23:13.604Z", "action": "click_product", "action_argument": "B0DLBTPDCS"}
  {"timestamp": "2025-04-01T17:23:35.661Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:40.626Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:48.849Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:54.591Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "ray ban replacement nose pads"}],
  "cart_items": [{"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
  {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$34.44", "quantity": "1"},
  {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
  {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
  {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
  {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
  {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$130.00", "quantity": "1"},
  {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
  {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
  {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
  {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}],
  "promotion_items": [{"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "quantity": ""},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B07LF1WFQY", "price": "$8.59", "quantity": ""},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "quantity": ""},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "quantity": ""},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "quantity": ""},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3025 Aviator Sunglasses Clip-on Style Nose Pieces Guards for RB Glasses Frames (16mm, Gold)", "asin": "B0C9FNLFW6", "price": "$7.99", "quantity": ""},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "quantity": ""},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "quantity": ""},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "quantity": ""},
  {"title": "Sunglasses Nose Pads Replacement Kit for Ray-Ban, PTSLKHN Upgraded Eyeglasses Nose Pad, 5 Pairs of Sun Glasses Nose Pads", "asin": "B0CZRJ6B4T", "price": "$5.99", "quantity": ""}],
  "ads": [{"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Clear Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7Q4ZTY"},
  {"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Black Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7PHXXC"}],
  "search_results": [{"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B07LF1WFQY", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "5 Pairs Replacement Nose Pads for RayBan RB3549, RB4071, RB6336, RB7140, RB8415 and More Eyeglasses, Sunglasses Models (Silver)", "asin": "B0B7L2LXQW", "price": "$8.99", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads for RayBan RB6335 RB3549 RB4071 RB6336 RB7140 RB8415 Sunglasses Eyglasses Repair-Kits (Silver)", "asin": "B07W8ZNYW4", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Temple Arms for Ray Ban aviator RB3025 RB3447 Sunglasses Repair Kit,Temple Arms,Nose Pads,screw,screwdriver.", "asin": "B0DSF4LZF9", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Soft Silicone Replacement Nose Pads for Ray-Ban RB3604/RB3523/RB3534/RB3549/RB3584/RB3614/RB3526/RB3538/RB3558", "asin": "B0CFFC2K53", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 RB3026 RB3044 RB3261 RB3483 Clubmaster RB3016 Sunglass", "asin": "B0CFFJ8JZ6", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 RB3026 RB3044 RB3261 RB3483 Clubmaster RB3016 Sunglass", "asin": "B0D1V11L1Q", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "6 Pairs Replacement Nose Pads, Replacement Nose Pads for Ray Ban Clip-on Soft Nose Pads Sunglasses Repair Kits for RayBan Aviator RB3025 3026 RB3030 RB3211 RB3362 RB3625 (Gold+Silver)", "asin": "B0CB7G4W9J", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads for RayBan RB6335 RB3549 RB4071 RB6336 RB7140 RB8415 Sunglasses Eyglasses Repair-Kits (Gold)", "asin": "B07W6STB3X", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Sunglass Nose Pads,5 Pairs Replacement Glasses Nose Pieces Fit for Model RB3549,RB4071,RB6336,RB7140,RB8415 and More Eyeglasses,Sunglasses Frames(Silver)", "asin": "B0D257766V", "price": "$5.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Suitable/Replacement for Ray-Ban 3025 Aviator Sunglasse Temple Arms Nose Pads Temple Tips if Applicable (Balck arm+Black Temple)", "asin": "B0CWLBJST3", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0D1TYWT6Q", "price": "$6.49", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "DROGO Soft Silicone Replacement Nose Pads Nose Piece for RayBan RB3534/RB3536/RB3538/RB3604, Anti-Slip, Skin-Friendly", "asin": "B0CFP6H2YF", "price": "$4.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 1 left in stock - order soon."},
  {"title": "8/20 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 | RB3492 Glasses", "asin": "B0DFPS5Y4G", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Compatible with Ray-Ban Meta Wayfarer Eyeglass Nose Pad, 8 Pairs Soft Silicone Nose Pads, Anti Slip Replacement Nose Pads", "asin": "B0DZWWVM9K", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B0D2DHHGVV", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose Pads for Ray Ban RB6335 RB3549 RB4071 RB6336 RB7140,RB8415 and More Eyeglasses\uff0cSunglasses Moldels (5 Pairs Silver)", "asin": "B0D294BF1Z", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "BEHLINE Soft Silicone Eyeglasses Nose Pads,Anti-Slip Sunglasses Nose Pieces,Plug-in Glasses Nose Rest Repair Kit(Clear,16mm)", "asin": "B09T96D1FH", "price": "$5.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "DROGO Replacement Nose Pads for Ray Ban RB8148 51mm/RB8225 62mm/RB8165 51mm/RB8165 53mm/RB3293 63mm/RB3198 55mm Sunglass", "asin": "B0CW9LW836", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "8/20 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 | RB3523 | RB3526 | RB3558 | RB3530 Glasses", "asin": "B0D3GBML4M", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "2 Pairs Soft Replacement Nose Pads for Ray-Ban RB3549 RB3614 RB4071 RB6335 RB6336 RB6363 RB7140 RB8415, Silicone Nosepiece Plug in Frame - Gold (16mm)", "asin": "B0DZWX6QJS", "price": "$4.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Sunglasses Nose Pads Replacement Kit for Ray-Ban, PTSLKHN Upgraded Eyeglasses Nose Pad, 5 Pairs of Sun Glasses Nose Pads", "asin": "B0CZRJ6B4T", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Soft Silicone Replacement Nose Pads for Ray-Ban RB3604/RB3523/RB3534/RB3549/RB3584/RB3614/RB3526/RB3538/RB3558", "asin": "B0CFFC2K53", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "5 Pairs Upgraded 13mm Soft Silicone Replacement Nose Pieces for Ray-Ban RB3604 RB3534 RB3523 RB3536 RB3549 RB3584 RB3526 RB3538 RB3558 RB3660 RB3530 Sunglass, Anti-Slip, Plug-in Nose Pads", "asin": "B0CHW7K1WM", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Nose Pads Replacement for Ray-Ban RB6331 RB6336 RB3549 RB3663 RB3666 RB3708 RB4071 RB7140 RB8415 Sunglasses, Plug in Nose Pieces Guards for RB Glasses Frames", "asin": "B0D8VS517T", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglasses Nose Pads, Upgraded Soft Silicone Air Chamber Eyeglass Nose Pads, 6 Pairs of Screw-in 15mm Glasses Nose Pad Set with Screws and Micro Screwdriver", "asin": "B07VH4DKY5", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose Pads for RayBan RB3025 RB3447Glasses Repair Kit. (14mm,Golden)", "asin": "B0CH2TF2TK", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3025 Aviator Sunglasses Clip-on Style Nose Pieces Guards for RB Glasses Frames (16mm, Gold)", "asin": "B0C9FNLFW6", "price": "$7.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Replacement Nose Pads for Ray-Ban Aviator RB3025 RB3016 Sunglasses Repair Kits,Bonus Sunglasses Cloth (Silver)", "asin": "B07PR94FL9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3526 RB3527 RB3549 RB3574 RB3584 RB3595 RB3673M RB4071 RB4264 RB6335 RB6336, RB Glasses Plug in Nose Pieces Guards, Gold Nosepads", "asin": "B0DPMQWMST", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Only 6 left in stock - order soon."},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3526 RB3549 RB3663 RB3584 RB4071 RB6331 RB6335 RB6336 RB6363 RB8415 Push-in Plug-in Style Eyeglasses, Gold Nosepads", "asin": "B0DPMP3ZZP", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 15 left in stock - order soon."},
  {"title": "Replacement Nose Pads for Aviator RB3025 3026 Sunglasses Repair Kits for Ray Ban (GOLD 16MM)", "asin": "B092PX48NP", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Replacement Temple Tips Nose Pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits,Bonus Sunglasses Cloth(Cllear)", "asin": "B07L6YM391", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglasses Nose Pads, TEKPREM Glasses Nose Pads Replacement Repair Tools Kit with 5 Pairs of Air Chamber Silicone Nose Pads,Screws,Screwdrivers,Tweezer and Cleaning Cloth for Glasses and Sunglasses", "asin": "B091FKTCN8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban RB3604 RB3523 RB6336 RB7140 RB3534 RB3549 RB4071 Sunglasses", "asin": "B0CF1Y9SY4", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip 1mm Anti Slip Eyeglass Nose Pads, (5 Black Pair) USA Made, 2500 Innovative Microstructured Fibers per Nose Pad, 1mm x 7mm x 16mm", "asin": "B08C2T72ND", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads14mm for RB6335 Glasses Repair Kits Small Size Bonus Lens Cloth (Silver 14mm)", "asin": "B0CH3C1NQC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglass Replacement Nose Pads, Anti Slip Plug in Sunglasses Nose Piece,Glasses Nose Guard for RB6335 RB3549 RB4071 RB6336", "asin": "B0D62GX386", "price": "$4.95", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 8 left in stock - order soon."},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban RB3604 RB3523 RB6336 RB7140 RB3534 RB3549 RB4071 RB8415 RB3526 RB3538 RB3558 RB3660 RB3530 RB8052 RB8054 Sunglasses | Eyeglasses", "asin": "B0DC6K8ZWB", "price": "$6.48", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "30 Pairs Replacement Nose Pads Clear Nose Pieces for Ray-Ban Aviator RB3025/Aviator RB3044/RB3261/RB3445/RB3483/RB3506/RB3519/RB3516/RB3293/RB3267/RB3362/RB3026/RB3490 Sunglass", "asin": "B0CHVRBVYM", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip Ultra-Thin 0.6mm Anti Slip Eyeglass Nose Pads, (5 Clear Pair) Thinnest Nose Pads Available, Made in the USA, 2500 Patented Microstructured Fibers per Nose Pad, 0.6mm x 7mm x 16mm", "asin": "B08PZF22R1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB3588 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D181CTD6", "price": "$11.99", "delivery": "$3.99 delivery Apr 14 - 15"},
  {"title": "Eyeglass Nose Pads, Soft Silicone Adhesive Nose Pads for Glasses, 3.2mm Heighten Anti-Slip Air Chamber Glasses Nose Pad for Full Plastic Frames, 12 Pairs (Clear)", "asin": "B0BQC8V5BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB5154 49mm - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D1824SNC", "price": "$11.99", "delivery": "$3.99 delivery Tue, Apr 15 Or fastest delivery Apr 10 - 14"},
  {"title": "Compatible/Replacement for Ray-Ban aviator 3025 Sunglasse Temple Arms Nose Pads Temple Tips if Applicable (Black)", "asin": "B07PSHYPPG", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 11"},
  {"title": "DROGO 6 Pairs Yellow Soft Silicone Replacement Nose Pads Nose Piece for RayBan RB3025/RB3026/RB3044/RB3445/RB3516/RB3354/RB3478 Eyeglasses/Sunglasses, Anti-Slip, Skin-Friendly", "asin": "B0D1TVKM7J", "price": "$5.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB3016 51mm Clubmaster - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17Y3LHV", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Nose Pads Replacement for Certain RB Frames |Soft, Comfortable, Durable, and Non Slipping Nose Pads | PVC | Gold Color | 1 Pair | by SPORTS WORLD VISION", "asin": "B07CRJYJVM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "12 Pairs Upgraded Soft Silicone Replacement Nose Pieces for Ray-Ban Aviator RB3025 | RB3044 | RB3026 | RB3030 | RB3211 | RB3362 | Clubmaster Sunglasses, Anti-Slip, Clip-on Nose Pads - Clear", "asin": "B0DFH7732X", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 17 left in stock - order soon."},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB4264 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17ZG7VV", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Clear Soft Silicone Replacement Nose Pads for Ray-Ban Aviator RB3025/RB3026/RB3030/RB3211/RB3362/RB3445/RB4175", "asin": "B0CFFF3MKD", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Black Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7PHXXC", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB4263 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17ZT9T4", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Replacement 14mm Push-in Nose Pads for RB6335 Glasses Repair Kits,Bonus Lens Cloth. (Gold)", "asin": "B0BX33T9NB", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglass Nose Pads, Adhesive Anti-Slip Nose Pads, Soft Silicone Nose Pad Cushion for Glasses, Eyeglasses, Sunglasses, 12 Pairs (Black)", "asin": "B08LPPWJRL", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Adhesive Nose Pad, 12 Pairs Eyeglass Nose Pads Stick On Silicone Anti-Slip for Glasses Sunglasses Thin Nose Pads Eyeglasses (6-Black & 6-Clear)", "asin": "B07R76TT69", "price": "$6.99", "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": "2025-04-07T20:39:04.148Z", // 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": "2025-04-01T00:09:12.232Z", "action": "input", "action_argument": "bike pump with gauge"}
  {"timestamp": "2025-04-01T00:10:24.448Z", "action": "click_product", "action_argument": "B00XLGKU14"}
  {"timestamp": "2025-04-01T17:23:00.405Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-01T17:23:03.503Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-01T17:23:13.604Z", "action": "click_product", "action_argument": "B0DLBTPDCS"}
  {"timestamp": "2025-04-01T17:23:35.661Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:40.626Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:48.849Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:54.591Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "ray ban replacement nose pads"}],
  "cart_items": [{"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
  {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$34.44", "quantity": "1"},
  {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
  {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
  {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
  {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
  {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$130.00", "quantity": "1"},
  {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
  {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
  {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
  {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}],
  "promotion_items": [{"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "quantity": ""},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B07LF1WFQY", "price": "$8.59", "quantity": ""},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "quantity": ""},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "quantity": ""},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "quantity": ""},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3025 Aviator Sunglasses Clip-on Style Nose Pieces Guards for RB Glasses Frames (16mm, Gold)", "asin": "B0C9FNLFW6", "price": "$7.99", "quantity": ""},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "quantity": ""},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "quantity": ""},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "quantity": ""},
  {"title": "Sunglasses Nose Pads Replacement Kit for Ray-Ban, PTSLKHN Upgraded Eyeglasses Nose Pad, 5 Pairs of Sun Glasses Nose Pads", "asin": "B0CZRJ6B4T", "price": "$5.99", "quantity": ""}],
  "ads": [{"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Clear Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7Q4ZTY"},
  {"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Black Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7PHXXC"}],
  "search_results": [{"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B07LF1WFQY", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "5 Pairs Replacement Nose Pads for RayBan RB3549, RB4071, RB6336, RB7140, RB8415 and More Eyeglasses, Sunglasses Models (Silver)", "asin": "B0B7L2LXQW", "price": "$8.99", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads for RayBan RB6335 RB3549 RB4071 RB6336 RB7140 RB8415 Sunglasses Eyglasses Repair-Kits (Silver)", "asin": "B07W8ZNYW4", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Temple Arms for Ray Ban aviator RB3025 RB3447 Sunglasses Repair Kit,Temple Arms,Nose Pads,screw,screwdriver.", "asin": "B0DSF4LZF9", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Soft Silicone Replacement Nose Pads for Ray-Ban RB3604/RB3523/RB3534/RB3549/RB3584/RB3614/RB3526/RB3538/RB3558", "asin": "B0CFFC2K53", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 RB3026 RB3044 RB3261 RB3483 Clubmaster RB3016 Sunglass", "asin": "B0CFFJ8JZ6", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 RB3026 RB3044 RB3261 RB3483 Clubmaster RB3016 Sunglass", "asin": "B0D1V11L1Q", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "6 Pairs Replacement Nose Pads, Replacement Nose Pads for Ray Ban Clip-on Soft Nose Pads Sunglasses Repair Kits for RayBan Aviator RB3025 3026 RB3030 RB3211 RB3362 RB3625 (Gold+Silver)", "asin": "B0CB7G4W9J", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads for RayBan RB6335 RB3549 RB4071 RB6336 RB7140 RB8415 Sunglasses Eyglasses Repair-Kits (Gold)", "asin": "B07W6STB3X", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Sunglass Nose Pads,5 Pairs Replacement Glasses Nose Pieces Fit for Model RB3549,RB4071,RB6336,RB7140,RB8415 and More Eyeglasses,Sunglasses Frames(Silver)", "asin": "B0D257766V", "price": "$5.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Suitable/Replacement for Ray-Ban 3025 Aviator Sunglasse Temple Arms Nose Pads Temple Tips if Applicable (Balck arm+Black Temple)", "asin": "B0CWLBJST3", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0D1TYWT6Q", "price": "$6.49", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "DROGO Soft Silicone Replacement Nose Pads Nose Piece for RayBan RB3534/RB3536/RB3538/RB3604, Anti-Slip, Skin-Friendly", "asin": "B0CFP6H2YF", "price": "$4.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 1 left in stock - order soon."},
  {"title": "8/20 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 | RB3492 Glasses", "asin": "B0DFPS5Y4G", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Compatible with Ray-Ban Meta Wayfarer Eyeglass Nose Pad, 8 Pairs Soft Silicone Nose Pads, Anti Slip Replacement Nose Pads", "asin": "B0DZWWVM9K", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B0D2DHHGVV", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose Pads for Ray Ban RB6335 RB3549 RB4071 RB6336 RB7140,RB8415 and More Eyeglasses\uff0cSunglasses Moldels (5 Pairs Silver)", "asin": "B0D294BF1Z", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "BEHLINE Soft Silicone Eyeglasses Nose Pads,Anti-Slip Sunglasses Nose Pieces,Plug-in Glasses Nose Rest Repair Kit(Clear,16mm)", "asin": "B09T96D1FH", "price": "$5.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "DROGO Replacement Nose Pads for Ray Ban RB8148 51mm/RB8225 62mm/RB8165 51mm/RB8165 53mm/RB3293 63mm/RB3198 55mm Sunglass", "asin": "B0CW9LW836", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "8/20 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 | RB3523 | RB3526 | RB3558 | RB3530 Glasses", "asin": "B0D3GBML4M", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "2 Pairs Soft Replacement Nose Pads for Ray-Ban RB3549 RB3614 RB4071 RB6335 RB6336 RB6363 RB7140 RB8415, Silicone Nosepiece Plug in Frame - Gold (16mm)", "asin": "B0DZWX6QJS", "price": "$4.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Sunglasses Nose Pads Replacement Kit for Ray-Ban, PTSLKHN Upgraded Eyeglasses Nose Pad, 5 Pairs of Sun Glasses Nose Pads", "asin": "B0CZRJ6B4T", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Soft Silicone Replacement Nose Pads for Ray-Ban RB3604/RB3523/RB3534/RB3549/RB3584/RB3614/RB3526/RB3538/RB3558", "asin": "B0CFFC2K53", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "5 Pairs Upgraded 13mm Soft Silicone Replacement Nose Pieces for Ray-Ban RB3604 RB3534 RB3523 RB3536 RB3549 RB3584 RB3526 RB3538 RB3558 RB3660 RB3530 Sunglass, Anti-Slip, Plug-in Nose Pads", "asin": "B0CHW7K1WM", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Nose Pads Replacement for Ray-Ban RB6331 RB6336 RB3549 RB3663 RB3666 RB3708 RB4071 RB7140 RB8415 Sunglasses, Plug in Nose Pieces Guards for RB Glasses Frames", "asin": "B0D8VS517T", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglasses Nose Pads, Upgraded Soft Silicone Air Chamber Eyeglass Nose Pads, 6 Pairs of Screw-in 15mm Glasses Nose Pad Set with Screws and Micro Screwdriver", "asin": "B07VH4DKY5", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose Pads for RayBan RB3025 RB3447Glasses Repair Kit. (14mm,Golden)", "asin": "B0CH2TF2TK", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3025 Aviator Sunglasses Clip-on Style Nose Pieces Guards for RB Glasses Frames (16mm, Gold)", "asin": "B0C9FNLFW6", "price": "$7.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Replacement Nose Pads for Ray-Ban Aviator RB3025 RB3016 Sunglasses Repair Kits,Bonus Sunglasses Cloth (Silver)", "asin": "B07PR94FL9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3526 RB3527 RB3549 RB3574 RB3584 RB3595 RB3673M RB4071 RB4264 RB6335 RB6336, RB Glasses Plug in Nose Pieces Guards, Gold Nosepads", "asin": "B0DPMQWMST", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Only 6 left in stock - order soon."},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3526 RB3549 RB3663 RB3584 RB4071 RB6331 RB6335 RB6336 RB6363 RB8415 Push-in Plug-in Style Eyeglasses, Gold Nosepads", "asin": "B0DPMP3ZZP", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 15 left in stock - order soon."},
  {"title": "Replacement Nose Pads for Aviator RB3025 3026 Sunglasses Repair Kits for Ray Ban (GOLD 16MM)", "asin": "B092PX48NP", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Replacement Temple Tips Nose Pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits,Bonus Sunglasses Cloth(Cllear)", "asin": "B07L6YM391", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglasses Nose Pads, TEKPREM Glasses Nose Pads Replacement Repair Tools Kit with 5 Pairs of Air Chamber Silicone Nose Pads,Screws,Screwdrivers,Tweezer and Cleaning Cloth for Glasses and Sunglasses", "asin": "B091FKTCN8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban RB3604 RB3523 RB6336 RB7140 RB3534 RB3549 RB4071 Sunglasses", "asin": "B0CF1Y9SY4", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip 1mm Anti Slip Eyeglass Nose Pads, (5 Black Pair) USA Made, 2500 Innovative Microstructured Fibers per Nose Pad, 1mm x 7mm x 16mm", "asin": "B08C2T72ND", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads14mm for RB6335 Glasses Repair Kits Small Size Bonus Lens Cloth (Silver 14mm)", "asin": "B0CH3C1NQC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglass Replacement Nose Pads, Anti Slip Plug in Sunglasses Nose Piece,Glasses Nose Guard for RB6335 RB3549 RB4071 RB6336", "asin": "B0D62GX386", "price": "$4.95", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 8 left in stock - order soon."},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban RB3604 RB3523 RB6336 RB7140 RB3534 RB3549 RB4071 RB8415 RB3526 RB3538 RB3558 RB3660 RB3530 RB8052 RB8054 Sunglasses | Eyeglasses", "asin": "B0DC6K8ZWB", "price": "$6.48", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "30 Pairs Replacement Nose Pads Clear Nose Pieces for Ray-Ban Aviator RB3025/Aviator RB3044/RB3261/RB3445/RB3483/RB3506/RB3519/RB3516/RB3293/RB3267/RB3362/RB3026/RB3490 Sunglass", "asin": "B0CHVRBVYM", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip Ultra-Thin 0.6mm Anti Slip Eyeglass Nose Pads, (5 Clear Pair) Thinnest Nose Pads Available, Made in the USA, 2500 Patented Microstructured Fibers per Nose Pad, 0.6mm x 7mm x 16mm", "asin": "B08PZF22R1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB3588 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D181CTD6", "price": "$11.99", "delivery": "$3.99 delivery Apr 14 - 15"},
  {"title": "Eyeglass Nose Pads, Soft Silicone Adhesive Nose Pads for Glasses, 3.2mm Heighten Anti-Slip Air Chamber Glasses Nose Pad for Full Plastic Frames, 12 Pairs (Clear)", "asin": "B0BQC8V5BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB5154 49mm - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D1824SNC", "price": "$11.99", "delivery": "$3.99 delivery Tue, Apr 15 Or fastest delivery Apr 10 - 14"},
  {"title": "Compatible/Replacement for Ray-Ban aviator 3025 Sunglasse Temple Arms Nose Pads Temple Tips if Applicable (Black)", "asin": "B07PSHYPPG", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 11"},
  {"title": "DROGO 6 Pairs Yellow Soft Silicone Replacement Nose Pads Nose Piece for RayBan RB3025/RB3026/RB3044/RB3445/RB3516/RB3354/RB3478 Eyeglasses/Sunglasses, Anti-Slip, Skin-Friendly", "asin": "B0D1TVKM7J", "price": "$5.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB3016 51mm Clubmaster - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17Y3LHV", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Nose Pads Replacement for Certain RB Frames |Soft, Comfortable, Durable, and Non Slipping Nose Pads | PVC | Gold Color | 1 Pair | by SPORTS WORLD VISION", "asin": "B07CRJYJVM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "12 Pairs Upgraded Soft Silicone Replacement Nose Pieces for Ray-Ban Aviator RB3025 | RB3044 | RB3026 | RB3030 | RB3211 | RB3362 | Clubmaster Sunglasses, Anti-Slip, Clip-on Nose Pads - Clear", "asin": "B0DFH7732X", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 17 left in stock - order soon."},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB4264 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17ZG7VV", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Clear Soft Silicone Replacement Nose Pads for Ray-Ban Aviator RB3025/RB3026/RB3030/RB3211/RB3362/RB3445/RB4175", "asin": "B0CFFF3MKD", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Black Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7PHXXC", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB4263 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17ZT9T4", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Replacement 14mm Push-in Nose Pads for RB6335 Glasses Repair Kits,Bonus Lens Cloth. (Gold)", "asin": "B0BX33T9NB", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglass Nose Pads, Adhesive Anti-Slip Nose Pads, Soft Silicone Nose Pad Cushion for Glasses, Eyeglasses, Sunglasses, 12 Pairs (Black)", "asin": "B08LPPWJRL", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Adhesive Nose Pad, 12 Pairs Eyeglass Nose Pads Stick On Silicone Anti-Slip for Glasses Sunglasses Thin Nose Pads Eyeglasses (6-Black & 6-Clear)", "asin": "B07R76TT69", "price": "$6.99", "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": "2025-04-07T20:39:04.148Z", // 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": "2025-04-01T00:09:12.232Z", "action": "input", "action_argument": "bike pump with gauge"}
  {"timestamp": "2025-04-01T00:10:24.448Z", "action": "click_product", "action_argument": "B00XLGKU14"}
  {"timestamp": "2025-04-01T17:23:00.405Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-01T17:23:03.503Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-01T17:23:13.604Z", "action": "click_product", "action_argument": "B0DLBTPDCS"}
  {"timestamp": "2025-04-01T17:23:35.661Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:40.626Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:48.849Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-01T17:23:54.591Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "ray ban replacement nose pads"}],
  "cart_items": [{"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
  {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$34.44", "quantity": "1"},
  {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
  {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
  {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
  {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
  {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$130.00", "quantity": "1"},
  {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
  {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
  {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
  {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}],
  "promotion_items": [{"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "quantity": ""},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B07LF1WFQY", "price": "$8.59", "quantity": ""},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "quantity": ""},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "quantity": ""},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "quantity": ""},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3025 Aviator Sunglasses Clip-on Style Nose Pieces Guards for RB Glasses Frames (16mm, Gold)", "asin": "B0C9FNLFW6", "price": "$7.99", "quantity": ""},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "quantity": ""},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "quantity": ""},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "quantity": ""},
  {"title": "Sunglasses Nose Pads Replacement Kit for Ray-Ban, PTSLKHN Upgraded Eyeglasses Nose Pad, 5 Pairs of Sun Glasses Nose Pads", "asin": "B0CZRJ6B4T", "price": "$5.99", "quantity": ""}],
  "ads": [{"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Clear Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7Q4ZTY"},
  {"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Black Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7PHXXC"}],
  "search_results": [{"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B07LF1WFQY", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "5 Pairs Replacement Nose Pads for RayBan RB3549, RB4071, RB6336, RB7140, RB8415 and More Eyeglasses, Sunglasses Models (Silver)", "asin": "B0B7L2LXQW", "price": "$8.99", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
  {"title": "Replacement Nose pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits, Nose Pads (Gold), Bonus Sunglasses cloth (assorted colors)", "asin": "B07PQ5ZZCZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Soft Silicone Replacement Nose Pads for RayBan\uff0cPlug in/Push in Model Ray Ban Sunglasses Nose Pad Replacement, Eye Glasses Nose Pads Non Slip(Sliver, 16mm)", "asin": "B0D812S5KZ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0CFFL1Z6H", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads for RayBan RB6335 RB3549 RB4071 RB6336 RB7140 RB8415 Sunglasses Eyglasses Repair-Kits (Silver)", "asin": "B07W8ZNYW4", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Temple Arms for Ray Ban aviator RB3025 RB3447 Sunglasses Repair Kit,Temple Arms,Nose Pads,screw,screwdriver.", "asin": "B0DSF4LZF9", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Soft Silicone Replacement Nose Pads for Ray-Ban RB3604/RB3523/RB3534/RB3549/RB3584/RB3614/RB3526/RB3538/RB3558", "asin": "B0CFFC2K53", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "4 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 RB3026 RB3044 RB3261 RB3483 Clubmaster RB3016 Sunglass", "asin": "B0CFFJ8JZ6", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 RB3026 RB3044 RB3261 RB3483 Clubmaster RB3016 Sunglass", "asin": "B0D1V11L1Q", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "6 Pairs Replacement Nose Pads, Replacement Nose Pads for Ray Ban Clip-on Soft Nose Pads Sunglasses Repair Kits for RayBan Aviator RB3025 3026 RB3030 RB3211 RB3362 RB3625 (Gold+Silver)", "asin": "B0CB7G4W9J", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads for RayBan RB6335 RB3549 RB4071 RB6336 RB7140 RB8415 Sunglasses Eyglasses Repair-Kits (Gold)", "asin": "B07W6STB3X", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Sunglass Nose Pads,5 Pairs Replacement Glasses Nose Pieces Fit for Model RB3549,RB4071,RB6336,RB7140,RB8415 and More Eyeglasses,Sunglasses Frames(Silver)", "asin": "B0D257766V", "price": "$5.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 Sunglasses", "asin": "B0BVM3N7BK", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Suitable/Replacement for Ray-Ban 3025 Aviator Sunglasse Temple Arms Nose Pads Temple Tips if Applicable (Balck arm+Black Temple)", "asin": "B0CWLBJST3", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 RB4264 RB3534 RB3549 RB3584 RB3614 RB3523 RB3526 RB3538 Sunglass", "asin": "B0D1TYWT6Q", "price": "$6.49", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "DROGO Soft Silicone Replacement Nose Pads Nose Piece for RayBan RB3534/RB3536/RB3538/RB3604, Anti-Slip, Skin-Friendly", "asin": "B0CFP6H2YF", "price": "$4.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 1 left in stock - order soon."},
  {"title": "8/20 Pairs Replacement Nosepieces Nose Pads for Ray-Ban Aviator RB3025 | RB3026 | RB3030 | RB3211 | RB3362 | RB3492 Glasses", "asin": "B0DFPS5Y4G", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Compatible with Ray-Ban Meta Wayfarer Eyeglass Nose Pad, 8 Pairs Soft Silicone Nose Pads, Anti Slip Replacement Nose Pads", "asin": "B0DZWWVM9K", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "16mm Clip-on Replacement Nose Pads for RayBAN Aviator RB3025 3026 Sunglasses Repair Kits,golden", "asin": "B0D2DHHGVV", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose Pads for Ray Ban RB6335 RB3549 RB4071 RB6336 RB7140,RB8415 and More Eyeglasses\uff0cSunglasses Moldels (5 Pairs Silver)", "asin": "B0D294BF1Z", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "BEHLINE Soft Silicone Eyeglasses Nose Pads,Anti-Slip Sunglasses Nose Pieces,Plug-in Glasses Nose Rest Repair Kit(Clear,16mm)", "asin": "B09T96D1FH", "price": "$5.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "DROGO Replacement Nose Pads for Ray Ban RB8148 51mm/RB8225 62mm/RB8165 51mm/RB8165 53mm/RB3293 63mm/RB3198 55mm Sunglass", "asin": "B0CW9LW836", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "8/20 Pairs Replacement Nosepieces Nose Pads for Ray-Ban RB3604 | RB3523 | RB3526 | RB3558 | RB3530 Glasses", "asin": "B0D3GBML4M", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "2 Pairs Soft Replacement Nose Pads for Ray-Ban RB3549 RB3614 RB4071 RB6335 RB6336 RB6363 RB7140 RB8415, Silicone Nosepiece Plug in Frame - Gold (16mm)", "asin": "B0DZWX6QJS", "price": "$4.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Sunglasses Nose Pads Replacement Kit for Ray-Ban, PTSLKHN Upgraded Eyeglasses Nose Pad, 5 Pairs of Sun Glasses Nose Pads", "asin": "B0CZRJ6B4T", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Soft Silicone Replacement Nose Pads for Ray-Ban RB3604/RB3523/RB3534/RB3549/RB3584/RB3614/RB3526/RB3538/RB3558", "asin": "B0CFFC2K53", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "5 Pairs Upgraded 13mm Soft Silicone Replacement Nose Pieces for Ray-Ban RB3604 RB3534 RB3523 RB3536 RB3549 RB3584 RB3526 RB3538 RB3558 RB3660 RB3530 Sunglass, Anti-Slip, Plug-in Nose Pads", "asin": "B0CHW7K1WM", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Nose Pads Replacement for Ray-Ban RB6331 RB6336 RB3549 RB3663 RB3666 RB3708 RB4071 RB7140 RB8415 Sunglasses, Plug in Nose Pieces Guards for RB Glasses Frames", "asin": "B0D8VS517T", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglasses Nose Pads, Upgraded Soft Silicone Air Chamber Eyeglass Nose Pads, 6 Pairs of Screw-in 15mm Glasses Nose Pad Set with Screws and Micro Screwdriver", "asin": "B07VH4DKY5", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Nose Pads for RayBan RB3025 RB3447Glasses Repair Kit. (14mm,Golden)", "asin": "B0CH2TF2TK", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3025 Aviator Sunglasses Clip-on Style Nose Pieces Guards for RB Glasses Frames (16mm, Gold)", "asin": "B0C9FNLFW6", "price": "$7.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Replacement Nose Pads for Ray-Ban Aviator RB3025 RB3016 Sunglasses Repair Kits,Bonus Sunglasses Cloth (Silver)", "asin": "B07PR94FL9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3526 RB3527 RB3549 RB3574 RB3584 RB3595 RB3673M RB4071 RB4264 RB6335 RB6336, RB Glasses Plug in Nose Pieces Guards, Gold Nosepads", "asin": "B0DPMQWMST", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Only 6 left in stock - order soon."},
  {"title": "6 Pairs Replacement Nose Pads for Ray-Ban RB3526 RB3549 RB3663 RB3584 RB4071 RB6331 RB6335 RB6336 RB6363 RB8415 Push-in Plug-in Style Eyeglasses, Gold Nosepads", "asin": "B0DPMP3ZZP", "price": "$6.49", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 15 left in stock - order soon."},
  {"title": "Replacement Nose Pads for Aviator RB3025 3026 Sunglasses Repair Kits for Ray Ban (GOLD 16MM)", "asin": "B092PX48NP", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "Replacement Temple Tips Nose Pads for Ray-Ban Aviator RB3025 3026 Sunglasses Repair Kits,Bonus Sunglasses Cloth(Cllear)", "asin": "B07L6YM391", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglasses Nose Pads, TEKPREM Glasses Nose Pads Replacement Repair Tools Kit with 5 Pairs of Air Chamber Silicone Nose Pads,Screws,Screwdrivers,Tweezer and Cleaning Cloth for Glasses and Sunglasses", "asin": "B091FKTCN8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban RB3604 RB3523 RB6336 RB7140 RB3534 RB3549 RB4071 Sunglasses", "asin": "B0CF1Y9SY4", "price": "$6.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip 1mm Anti Slip Eyeglass Nose Pads, (5 Black Pair) USA Made, 2500 Innovative Microstructured Fibers per Nose Pad, 1mm x 7mm x 16mm", "asin": "B08C2T72ND", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Replacement Push-in Nose Pads14mm for RB6335 Glasses Repair Kits Small Size Bonus Lens Cloth (Silver 14mm)", "asin": "B0CH3C1NQC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglass Replacement Nose Pads, Anti Slip Plug in Sunglasses Nose Piece,Glasses Nose Guard for RB6335 RB3549 RB4071 RB6336", "asin": "B0D62GX386", "price": "$4.95", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 8 left in stock - order soon."},
  {"title": "6 Pairs Replacement Nose Pads Nose Pieces for Ray-Ban RB3604 RB3523 RB6336 RB7140 RB3534 RB3549 RB4071 RB8415 RB3526 RB3538 RB3558 RB3660 RB3530 RB8052 RB8054 Sunglasses | Eyeglasses", "asin": "B0DC6K8ZWB", "price": "$6.48", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "30 Pairs Replacement Nose Pads Clear Nose Pieces for Ray-Ban Aviator RB3025/Aviator RB3044/RB3261/RB3445/RB3483/RB3506/RB3519/RB3516/RB3293/RB3267/RB3362/RB3026/RB3490 Sunglass", "asin": "B0CHVRBVYM", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip Ultra-Thin 0.6mm Anti Slip Eyeglass Nose Pads, (5 Clear Pair) Thinnest Nose Pads Available, Made in the USA, 2500 Patented Microstructured Fibers per Nose Pad, 0.6mm x 7mm x 16mm", "asin": "B08PZF22R1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB3588 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D181CTD6", "price": "$11.99", "delivery": "$3.99 delivery Apr 14 - 15"},
  {"title": "Eyeglass Nose Pads, Soft Silicone Adhesive Nose Pads for Glasses, 3.2mm Heighten Anti-Slip Air Chamber Glasses Nose Pad for Full Plastic Frames, 12 Pairs (Clear)", "asin": "B0BQC8V5BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB5154 49mm - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D1824SNC", "price": "$11.99", "delivery": "$3.99 delivery Tue, Apr 15 Or fastest delivery Apr 10 - 14"},
  {"title": "Compatible/Replacement for Ray-Ban aviator 3025 Sunglasse Temple Arms Nose Pads Temple Tips if Applicable (Black)", "asin": "B07PSHYPPG", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 11"},
  {"title": "DROGO 6 Pairs Yellow Soft Silicone Replacement Nose Pads Nose Piece for RayBan RB3025/RB3026/RB3044/RB3445/RB3516/RB3354/RB3478 Eyeglasses/Sunglasses, Anti-Slip, Skin-Friendly", "asin": "B0D1TVKM7J", "price": "$5.99", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB3016 51mm Clubmaster - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17Y3LHV", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Nose Pads Replacement for Certain RB Frames |Soft, Comfortable, Durable, and Non Slipping Nose Pads | PVC | Gold Color | 1 Pair | by SPORTS WORLD VISION", "asin": "B07CRJYJVM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "12 Pairs Upgraded Soft Silicone Replacement Nose Pieces for Ray-Ban Aviator RB3025 | RB3044 | RB3026 | RB3030 | RB3211 | RB3362 | Clubmaster Sunglasses, Anti-Slip, Clip-on Nose Pads - Clear", "asin": "B0DFH7732X", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 17 left in stock - order soon."},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB4264 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17ZG7VV", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Clear Soft Silicone Replacement Nose Pads for Ray-Ban Aviator RB3025/RB3026/RB3030/RB3211/RB3362/RB3445/RB4175", "asin": "B0CFFF3MKD", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Setex Gecko Grip Nano 0.6mm Anti Slip Eyeglass Nose Pads, (5 Black Pair), Smallest and Thinnest Available, USA Made, 2000 Innovative Microstructured Fibers per Pad, 0.6mm x 6mm x 11mm", "asin": "B0DK7PHXXC", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Seek Optics Replacement Nose Pads for Ray-Ban RB4263 - Comfortable Technology to Replace a Broken or Missing Nose Pad in Existing Frames Clear", "asin": "B0D17ZT9T4", "price": "$11.99", "delivery": "$3.99 delivery Mon, Apr 14"},
  {"title": "Replacement 14mm Push-in Nose Pads for RB6335 Glasses Repair Kits,Bonus Lens Cloth. (Gold)", "asin": "B0BX33T9NB", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Eyeglass Nose Pads, Adhesive Anti-Slip Nose Pads, Soft Silicone Nose Pad Cushion for Glasses, Eyeglasses, Sunglasses, 12 Pairs (Black)", "asin": "B08LPPWJRL", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Adhesive Nose Pad, 12 Pairs Eyeglass Nose Pads Stick On Silicone Anti-Slip for Glasses Sunglasses Thin Nose Pads Eyeglasses (6-Black & 6-Clear)", "asin": "B07R76TT69", "price": "$6.99", "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": "2025-04-07T20:39:04.148Z", // 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>
  