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": "2025-04-11T22:32:25.395Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:30.706Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:42.448Z", "action": "input", "action_argument": "shimano rx400"}
  {"timestamp": "2025-04-11T22:32:45.077Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:57.785Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:33:00.222Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:33:06.788Z", "action": "click_product", "action_argument": "B07YMBRRBN"}
  {"timestamp": "2025-04-14T18:30:56.587Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-14T18:31:09.041Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:13.008Z", "action": "click_product", "action_argument": "B0CLKPNDKL"}
  {"timestamp": "2025-04-14T18:31:21.790Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T18:31:46.860Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:49.158Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:51.911Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T21:25:57.008Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:26:50.263Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:26:55.594Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:27:02.079Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:27:14.054Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:35:30.511Z", "action": "purchase", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:55.805Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:56:56.944Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
  {"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
  <|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": "Bike bott"}],
  "cart_items": [{"title": "Lumiere & Co. Maximus Large Magnetic Bike Seat Bag \u2013 Quick-Attach Saddle Bag with AquaGuard Zippers, Secure Under-Seat Storage for Cycling Gear & Accessories", "asin": "B0DH7PNPPM", "price": "$33.24", "quantity": "1"},
  {"title": "Airkeep Car Air Freshener -Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets, Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0D418HHPL", "price": "$3.99", "quantity": "1"}],
  "promotion_items": [{"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "quantity": ""},
  {"title": "WOTOW Bike Saddle Bag - Waterproof Bike Seat Bag Expandable to 2L - Reflective Bicycle Under Seat Storage Pouch for Road Mountain Bike Cycling Travel", "asin": "B0D17LMQ95", "price": "$17.09", "quantity": ""},
  {"title": "WOTOW Bike Saddle Bag - Waterproof Strap-on Bike Seat Bag - Reflective Bicycle Under Seat Storage Pouch for Road Mountain Bike Cycling Travel", "asin": "B0CSG2WJCP", "price": "$12.99", "quantity": ""},
  {"title": "KEMIMOTO 8L Bike Bag with 6L Removable Cooler Bag, Bike Rear Rack Bag PVC Water Resistant Insulated Bag, Bicycle Trunk Pannier with Shoulder for Cycling Ebike Back Seat Storage", "asin": "B0DLB15NMG", "price": "$29.06", "quantity": ""},
  {"title": "ROCKBROS Bike Rear Rack Bag Bike Trunk Bag Reflective Bicycle Rear Seat Saddle Bag Cycling Luggage Panniers with Shoulder Straps, Green Rain Cover", "asin": "B0B1284GYD", "price": "$37.79", "quantity": ""},
  {"title": "WOTOW Bike Handlebar Insulated Bag, Bike Front Phone Bag Cooler Storage Pouch With TPU Touch Screen Insulation Bicycle Frame Bag Strap On Cycling Accessories for Outdoor Hiking Travel Assistants", "asin": "B08V51RR2V", "price": "$20.39", "quantity": ""},
  {"title": "Bike Bag, Fidlock Magnetic Buckle Saddle Bag \u2013 Small Bike Seat Bag for Road Cycling, Fast and Easy Attachment, Under-Seat Bicycle Storage, Bike Bags (Black, Small)", "asin": "B0CLKNJ3HZ", "price": "$25.99", "quantity": ""},
  {"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "quantity": ""},
  {"title": "Magnetic Bike Bag, Quick release bike saddle bag, Bike Bag Under Seat, Mach X", "asin": "B0DH7N59F3", "price": "$26.45", "quantity": ""},
  {"title": "ENLEE Bike Seat Bag Waterproof Bicycle Saddle Bag Reflective Bike Accessories Storage Pouch Under Seat for Road Mountain Foldable Bikes Large Orange", "asin": "B0DTK63MR4", "price": "$17.99", "quantity": ""},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "quantity": ""},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat With BOA mounting system Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0DHCSX5HJ", "price": "$22.99", "quantity": ""}],
  "ads": [{"title": "MSR\u2122 MTB Seat Bag Black | Bike bicycle seat saddle bag for mountain or road | Extra storage and taillight mount", "asin": "B0CXYSCWZY"}],
  "search_results": [{"title": "Maximus Large Magnetic Bike Seat Bag \u2013 Quick-Attach Saddle Bag with AquaGuard Zippers, Secure Under-Seat Storage for Cycling Gear & Accessories", "asin": "B0DH7PNPPM", "price": "$33.24", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Handlebar Bag - Durable, Multiple-Size options and Multi-Color Options - included inside are Dual Elastic Straps, Clips & Velcro Attachments for Customizable Fit (Black, Medium)", "asin": "B0CCRN3QB2", "price": "$24.87", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Magnetic Bike Bag, Quick release bike saddle bag, Bike Bag Under Seat, Mach X", "asin": "B0DH7N59F3", "price": "$26.45", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Bag, Fidlock Magnetic Buckle Saddle Bag \u2013 Small Bike Seat Bag for Road Cycling, Fast and Easy Attachment, Under-Seat Bicycle Storage, Bike Bags (Black, Small)", "asin": "B0CLKNJ3HZ", "price": "$25.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blossom Bike Saddle Roll Bag - Water Resistant, Durable Cordura Fabric & Bicycle Tool Kit Holder - Under Seat Storage, Bike Pouch, Seat Roll for Road, Gravel Cycling (Tan)", "asin": "B0DN1LY1L6", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Bicycle Under Seat Storage Pack for Repair Tool Kits with Reflective Strap for Mountain Road Bike Cycling Accessories", "asin": "B08P6Q4YCV", "price": "$12.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blackburn Grid MTB Bike Seat Bag", "asin": "B07DFQRHK1", "price": "$22.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat With BOA mounting system Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0DHCSX5HJ", "price": "$22.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bike Bag Phone Mount Bag Bicycle Accessories Pouch, EVA Waterproof Bike Phone Holder Top Tube Front Frame Bag Handlebar Bags Compatible Phones Under 6.8\u201d", "asin": "B08GHPF5KB", "price": "$23.39", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NEO PORTER RADTAIL Bike Saddle Bag- Water Resistant Bicycle Under Seat Pouch for Cycling Accessories Storage", "asin": "B0CG6N5TZT", "price": "$25.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ENLEE Bike Saddle Bag Waterproof Bike Seat Bag Reflective Bicycle Storage Pouch Under Seat for Road Mountain Foldable Bikes Large White", "asin": "B0DTK6QNPJ", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Road Bike Saddle Bag, Bike Bag, Mountain Bike Saddle Bag, Small Bike Seat Bags, Bike Under Seat Bag, Bicycle accessories, Bike Bags, Bike Seat Bag,", "asin": "B0BP746BTN", "price": "$18.34", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "JXFUKAL Bike Bags for Bicycle Rear rack - 9.5L/17L/40L Hard Shell Waterproof Bike Ebike Trunk Pannier Saddle Seat Bag Carrier with Reflector, Rain Cover & Shoulder Strap for Commuter Travel Outdoor", "asin": "B0BYRMN21J", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bike Saddle Bags with Water Bottle Pouch Waterproof Bike Bags Under Seat Pack for Mountain Road Saddle Bag Bicycles Storage Bag", "asin": "B08TM6VJJ7", "price": "$15.59", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Ibera PakRak Bicycle Seat Post Commuter Rack and Quick-Release Bag", "asin": "B002YSN5W6", "price": "$89.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Saddle Bag, MOOZO Waterproof Bike Saddle Seat Wedge Pack Pannier Storage Bag Mountain City Road Bicycle Cycling PU Saddle Bag, Bicycle Repair Tools Pocket Pack Riding Pouch with Reflective Stripe", "asin": "B075FMP9NV", "price": "$9.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Bike Seat Bag, Bicycle Saddle Bag, Cycling Seat Pack, Mountain Bike Saddle Bag, Road Bike Saddle Bag (Blue)", "asin": "B0BP6M3CL6", "price": "$17.25", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "BELL Stowaway Top Tube Bicycle Bag", "asin": "B09WSH92WR", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blackburn Grid Handlebar Bag", "asin": "B0BHT8NYTF", "price": "$37.49", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Handlebar Bag Handy Front Bike Bags Handlebar Storage Pouch Pack with Shoulder Strap Little Mountain Road Bike Barrel Bag (pink, 1.5 L)", "asin": "B0D9TKVQWC", "price": "$22.70", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 11 left in stock - order soon."},
  {"title": "Alomejor Tail Bag Saddle Bag Polyester Seat Bags Under Seat with Reflective Strip for Cycling", "asin": "B096P52V63", "price": "$6.95", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 19 left in stock - order soon."},
  {"title": "ROCKBROS Bike Saddle Bag Bike Bag Under Seat Bag Bicycle Seat Pack Pouch for Cycling Adjustable Mounting", "asin": "B097SSJ9YC", "price": "$20.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "MOSISO Bike Saddle Bag, Waterproof Bike Under Seat Pouch Bicycle Tool Cycling Accessories Storage Bags, 2L Portable Bicycle Pack Under Seat for Mountain Road Bikes, Black", "asin": "B0BNBHJ962", "price": "$13.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 13 left in stock - order soon."},
  {"title": "Rhinowalk Bike Saddle Bag Waterproof Bicycle Bag Cycling Seat Bag Mountain Road Portable Storage Bag, 2.5L", "asin": "B09DFY2BZJ", "price": "$22.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 12 left in stock - order soon."},
  {"title": "Bike Rear Rack Bag,9L PVC Waterproof Bike Trunk Bag for Road and Mountain Bikes,Bicycle Rear Seat Bag with Rain Cover Bike Saddle Bag for Cycling Trip (Brown green)", "asin": "B0DSRZQCBD", "price": "$28.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Motorcycle Saddlebag, Weatherproof Cruiser Saddlebag Nylon One Size Removable Saddle Bag with Easily Removable Strap, Large Capacity Storage Bag for Motorcycle", "asin": "B0CG2PY47L", "price": "$20.00", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 17 left in stock - order soon."},
  {"title": "Signature Bar Bag \u2013 Midnight Black | Hard-Shell Bike Handlebar Bag with Waterproof Zippers & Adjustable Straps | Lightweight Bicycle Handlebar Bag, Compatible with Road, Gravel & MTB Bikes", "asin": "B0DRDHHZ2C", "price": "$68.00", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 17 left in stock - order soon."},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Bike Frame Storage Bag, Water Resistant Reflective Bicycle Triangle Bag with Two Side Pockets, Strap-On Under Seat Tool Accessories Pouch for Mountain Road Bike Trip (2L)", "asin": "B083TG9F14", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "KEMIMOTO Bike Saddle Bag Bike Seat Bag Fully Waterproof Bikepacking Pouch, Night Safety Reflective Strips, 13L Bicycle Seat Bag With PVC Reflective Panel Max", "asin": "B0CZS2TVGY", "price": "$27.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bikepacking Bag Waterproof Bike Saddle Bag Large Capacity Bikepacking Seat Bag Road Mountain Bike Seat Bag Max 14L", "asin": "B076CC6VM1", "price": "$69.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ENGWE Bicycle Saddle Under Seat Bike Accessories Storage Pouch Ultralight For Electric Bike", "asin": "B0CV7S7XZN", "price": "$4.98", "delivery": "FREE delivery Apr 30 - May 1"},
  {"title": "Rucksack Bike Seat Storage Bags", "asin": "B07L57H581", "price": "$11.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Waterproof Bicycle Saddle Bag Bike Bag Under seat Bag Rainproof Mountain Road Bike Seat Bag Bicycle Bag Professional Cycling Accessories", "asin": "B0761QQL13", "price": "$19.99", "delivery": "FREE delivery Apr 21 - 24 for Prime members"},
  {"title": "KOM Cycling Saddle Bag - Bike Saddle Bag to Carry Multi-Tool, Tube, Tire Levers, Securely Under Bike Seat Featuring for Garmin Varia Mount, ATOP Lacing Dial, and Inner Pocket for Apple AirTag.", "asin": "B0BJGTJ42X", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag 10/13L Waterproof Bicycle Under Seat Bag Cycling Storage Bag for Mountain Road Bike", "asin": "B09DYJZNDG", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "MSR\u2122 MTB Seat Bag Black | Bike bicycle seat saddle bag for mountain or road | Extra storage and taillight mount", "asin": "B0CXYSCWZY", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Saddle Bags with Water Bottle Pouch Waterproof Bike Bags Under Seat Pack for Mountain Road Saddle Bag Bicycles Storage Bag 1.5L", "asin": "B0CX5L3BRL", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 14 left in stock - order soon."},
  {"title": "ORUCASE Bike Saddle Bag HC - Compact, Waterproof, Under Seat Bike Bag for Bicycles - Secure Bike Seat Bag w/Strong Rubber Straps - Easy to Install Bike Storage Bag for Tools - 30 Cubic Inches - Black", "asin": "B0DP555YVV", "price": "$30.00", "delivery": "FREE delivery Mon, Apr 21 for Prime members Only 1 left in stock - order soon."},
  {"title": "BELL Stowaway Top Tube Bicycle Bag", "asin": "B09WSCKPQJ", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag - Lightweight Under Seat Tool Pouch for Mountain, Road, and Folding Bikes - Multi-Position Frame Bag for Cycling Accessories", "asin": "B0CXS8LZTH", "price": "$12.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "ROCKBROS Bike Seat Bag with LED Light, Waterproof 3D Shell Bicycle Saddle Bag with Rain Cover for Road & Mountain Bikes", "asin": "B097P8W7LB", "price": "$23.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NEO PORTER RADTAIL Bike Saddle Bag- Water Resistant Bicycle Under Seat Pouch for Cycling Accessories Storage", "asin": "B0CG6N5TZT", "price": "$25.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Topeak Elementa SeatBag Slim Black, Small", "asin": "B0C51V7P52", "price": "$22.49", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 1 left in stock - order soon."},
  {"title": "Bike Tool Kit - Under Seat Pouch, Frame Bag, Mountain & Road Bicycle Multi-purpose Portable Accessorise Bag - Professional Cycling Tools (Black)", "asin": "B09HQQQLLD", "price": "$12.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 2 left in stock - order soon."},
  {"title": "Roswheel Race Series 131432 Ultralight Bike Saddle Bag Bicycle Under Seat Pouch Cycling Wedge Pack for Road Bike, 0.6 Liter Capacity", "asin": "B075PDBNLP", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag, Water-resistant Bicycle Saddle Bag with Reflective Strap, Expandable Capacity Cycling Under Seat Pouch 1.5-2 L, Bike Seat Pack for Mountain Road Bikes and Commuters", "asin": "B0D8ZXG4Q1", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 15 left in stock - order soon."},
  {"title": "Ultimate Cycling Saddle Bag for Mountain and Road Bikes, Ebikes - Sleek Black Under Seat Design with Included Accessories: 2 Tire Levers and Rear Taillight for Safety and Convenience", "asin": "B0BNW9SHBN", "price": "$24.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag, Bike Saddle Bag Under Seat, Mountain Road Bike Bag Under Seat Packs, Bicycle Saddle Tool Bag, Cycling Bag", "asin": "B0D739PR63", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Reflective Rear Rack Bag, Water Resistant Bike Saddle Panniers for Bicycles, 8L Trunk Cycling Back Seat Cargo Carrier Storage Pouch With Shoulder Strap for Travel Commute", "asin": "B083TRF9QX", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Water Bottle Holder Bicycle Under Seat Pack Storage Bag for Mountain Road Bicycle", "asin": "B08LK1PFPV", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NDakter Bike Bicycle Frame Storage Bag, 2L Waterproof Bicycles Triangle Pouch, Cycling Pack for Phone, Wallet, Keys, Tools, Accessories, Bikes Front Tube Bag for Mountain Road Bike, MTB", "asin": "B07RR1WX8Z", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bicycle Bag, Bike Bag, Storage Bag Under The Seat, Bicycle Bag, Bicycle Seat Pole Bag, Waterproof, Suitable For Cycling On Highways, Mountain Bikes, And General-Purpose (Black)", "asin": "B0CJ2LBXSR", "price": "$10.88", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 16 left in stock - order soon."},
  {"title": "Blossom Bike Saddle Roll Bag - Water Resistant, Durable Cordura Fabric & Bicycle Tool Kit Holder - Under Seat Storage, Bike Pouch, Seat Roll for Road, Gravel Cycling (Black)", "asin": "B0CH51YXMY", "price": "$15.29", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bushwhacker Tacoma Large Expandable Bicycle Seat Bag with Reflective Trim & Light Clip Attachment \u2013 Cycling Under Seat Wedge Pack for Rear Frame and Front Bike Accessories", "asin": "B00B5199PU", "price": "$15.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Rear Rack Bag, 12L Waterproof Reflective Bicycle Trunk Bag, Cycling Rear Seat Carrier Backseat Storage Luggage with Water Bottle Holder, Shoulder Strap for MTB Bike E-Bike", "asin": "B0B3HHX6F4", "price": "$29.74", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bikepacking Bag Bike Saddle Bag Large Capacity Bikepacking Seat Bag Waterproof Bike Seat Bag Max 3L", "asin": "B0CLNS6QN6", "price": "$45.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Muc-Off Saddle Bag Pack, Black - Bike Bag and Cycling Accessories for Storing Ride Essentials - Bike Storage for Bike Tools, Puncture Repair Kit, Inner Tube", "asin": "B0CZF5YSGQ", "price": "$32.19", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Waterproof Bicycle Under Seat Bag Quick Disassembly Rainproof Mountain Road Bike Seat Bag Bicycle Professional Cycling Accessories", "asin": "B08F58ZR9Z", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 20 left in stock - order soon."},
  {"title": "ROCKBROS Bike Handlebar Bag Small Bicycle Handle Bar Bag Handy Front Bike Bags Handlebar Storage Pouch Pack with Shoulder Strap Little Mountain Road Bike Barrel Bag", "asin": "B0BVVTFQNB", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Triangle Bag - Bicycle Storage Pouch for MTB & Road Bike Accessories", "asin": "B08TLWDHG6", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Compact Bike Seat Saddle Bag - Thickened Support Bike Saddle Bag Black Waterproof Bike Bags For Bicycles Layered Storage Bike Seat Bag Strap Installation Saddle Bag Bicycle", "asin": "B0DJLPNH8R", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 15 left in stock - order soon."},
  {"title": "KEMIMOTO Bike Seat Bag, Max 15L Fully Waterproof Bikepacking Saddle Pouch, Road Bicycle Rear Pack Under Seat with PVC Reflective Panel, Four Bottom Hardboards", "asin": "B0DM27HW83", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 13 left in stock - order soon."}]
  <|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": "2025-04-16T20:59:52.318Z", // 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": "2025-04-11T22:32:25.395Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:30.706Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:42.448Z", "action": "input", "action_argument": "shimano rx400"}
  {"timestamp": "2025-04-11T22:32:45.077Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:57.785Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:33:00.222Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:33:06.788Z", "action": "click_product", "action_argument": "B07YMBRRBN"}
  {"timestamp": "2025-04-14T18:30:56.587Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-14T18:31:09.041Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:13.008Z", "action": "click_product", "action_argument": "B0CLKPNDKL"}
  {"timestamp": "2025-04-14T18:31:21.790Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T18:31:46.860Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:49.158Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:51.911Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T21:25:57.008Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:26:50.263Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:26:55.594Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:27:02.079Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:27:14.054Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:35:30.511Z", "action": "purchase", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:55.805Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:56:56.944Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
  {"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
  <|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": "Bike bott"}],
  "cart_items": [{"title": "Lumiere & Co. Maximus Large Magnetic Bike Seat Bag \u2013 Quick-Attach Saddle Bag with AquaGuard Zippers, Secure Under-Seat Storage for Cycling Gear & Accessories", "asin": "B0DH7PNPPM", "price": "$33.24", "quantity": "1"},
  {"title": "Airkeep Car Air Freshener -Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets, Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0D418HHPL", "price": "$3.99", "quantity": "1"}],
  "promotion_items": [{"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "quantity": ""},
  {"title": "WOTOW Bike Saddle Bag - Waterproof Bike Seat Bag Expandable to 2L - Reflective Bicycle Under Seat Storage Pouch for Road Mountain Bike Cycling Travel", "asin": "B0D17LMQ95", "price": "$17.09", "quantity": ""},
  {"title": "WOTOW Bike Saddle Bag - Waterproof Strap-on Bike Seat Bag - Reflective Bicycle Under Seat Storage Pouch for Road Mountain Bike Cycling Travel", "asin": "B0CSG2WJCP", "price": "$12.99", "quantity": ""},
  {"title": "KEMIMOTO 8L Bike Bag with 6L Removable Cooler Bag, Bike Rear Rack Bag PVC Water Resistant Insulated Bag, Bicycle Trunk Pannier with Shoulder for Cycling Ebike Back Seat Storage", "asin": "B0DLB15NMG", "price": "$29.06", "quantity": ""},
  {"title": "ROCKBROS Bike Rear Rack Bag Bike Trunk Bag Reflective Bicycle Rear Seat Saddle Bag Cycling Luggage Panniers with Shoulder Straps, Green Rain Cover", "asin": "B0B1284GYD", "price": "$37.79", "quantity": ""},
  {"title": "WOTOW Bike Handlebar Insulated Bag, Bike Front Phone Bag Cooler Storage Pouch With TPU Touch Screen Insulation Bicycle Frame Bag Strap On Cycling Accessories for Outdoor Hiking Travel Assistants", "asin": "B08V51RR2V", "price": "$20.39", "quantity": ""},
  {"title": "Bike Bag, Fidlock Magnetic Buckle Saddle Bag \u2013 Small Bike Seat Bag for Road Cycling, Fast and Easy Attachment, Under-Seat Bicycle Storage, Bike Bags (Black, Small)", "asin": "B0CLKNJ3HZ", "price": "$25.99", "quantity": ""},
  {"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "quantity": ""},
  {"title": "Magnetic Bike Bag, Quick release bike saddle bag, Bike Bag Under Seat, Mach X", "asin": "B0DH7N59F3", "price": "$26.45", "quantity": ""},
  {"title": "ENLEE Bike Seat Bag Waterproof Bicycle Saddle Bag Reflective Bike Accessories Storage Pouch Under Seat for Road Mountain Foldable Bikes Large Orange", "asin": "B0DTK63MR4", "price": "$17.99", "quantity": ""},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "quantity": ""},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat With BOA mounting system Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0DHCSX5HJ", "price": "$22.99", "quantity": ""}],
  "ads": [{"title": "MSR\u2122 MTB Seat Bag Black | Bike bicycle seat saddle bag for mountain or road | Extra storage and taillight mount", "asin": "B0CXYSCWZY"}],
  "search_results": [{"title": "Maximus Large Magnetic Bike Seat Bag \u2013 Quick-Attach Saddle Bag with AquaGuard Zippers, Secure Under-Seat Storage for Cycling Gear & Accessories", "asin": "B0DH7PNPPM", "price": "$33.24", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Handlebar Bag - Durable, Multiple-Size options and Multi-Color Options - included inside are Dual Elastic Straps, Clips & Velcro Attachments for Customizable Fit (Black, Medium)", "asin": "B0CCRN3QB2", "price": "$24.87", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Magnetic Bike Bag, Quick release bike saddle bag, Bike Bag Under Seat, Mach X", "asin": "B0DH7N59F3", "price": "$26.45", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Bag, Fidlock Magnetic Buckle Saddle Bag \u2013 Small Bike Seat Bag for Road Cycling, Fast and Easy Attachment, Under-Seat Bicycle Storage, Bike Bags (Black, Small)", "asin": "B0CLKNJ3HZ", "price": "$25.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blossom Bike Saddle Roll Bag - Water Resistant, Durable Cordura Fabric & Bicycle Tool Kit Holder - Under Seat Storage, Bike Pouch, Seat Roll for Road, Gravel Cycling (Tan)", "asin": "B0DN1LY1L6", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Bicycle Under Seat Storage Pack for Repair Tool Kits with Reflective Strap for Mountain Road Bike Cycling Accessories", "asin": "B08P6Q4YCV", "price": "$12.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blackburn Grid MTB Bike Seat Bag", "asin": "B07DFQRHK1", "price": "$22.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat With BOA mounting system Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0DHCSX5HJ", "price": "$22.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bike Bag Phone Mount Bag Bicycle Accessories Pouch, EVA Waterproof Bike Phone Holder Top Tube Front Frame Bag Handlebar Bags Compatible Phones Under 6.8\u201d", "asin": "B08GHPF5KB", "price": "$23.39", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NEO PORTER RADTAIL Bike Saddle Bag- Water Resistant Bicycle Under Seat Pouch for Cycling Accessories Storage", "asin": "B0CG6N5TZT", "price": "$25.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ENLEE Bike Saddle Bag Waterproof Bike Seat Bag Reflective Bicycle Storage Pouch Under Seat for Road Mountain Foldable Bikes Large White", "asin": "B0DTK6QNPJ", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Road Bike Saddle Bag, Bike Bag, Mountain Bike Saddle Bag, Small Bike Seat Bags, Bike Under Seat Bag, Bicycle accessories, Bike Bags, Bike Seat Bag,", "asin": "B0BP746BTN", "price": "$18.34", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "JXFUKAL Bike Bags for Bicycle Rear rack - 9.5L/17L/40L Hard Shell Waterproof Bike Ebike Trunk Pannier Saddle Seat Bag Carrier with Reflector, Rain Cover & Shoulder Strap for Commuter Travel Outdoor", "asin": "B0BYRMN21J", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bike Saddle Bags with Water Bottle Pouch Waterproof Bike Bags Under Seat Pack for Mountain Road Saddle Bag Bicycles Storage Bag", "asin": "B08TM6VJJ7", "price": "$15.59", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Ibera PakRak Bicycle Seat Post Commuter Rack and Quick-Release Bag", "asin": "B002YSN5W6", "price": "$89.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Saddle Bag, MOOZO Waterproof Bike Saddle Seat Wedge Pack Pannier Storage Bag Mountain City Road Bicycle Cycling PU Saddle Bag, Bicycle Repair Tools Pocket Pack Riding Pouch with Reflective Stripe", "asin": "B075FMP9NV", "price": "$9.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Bike Seat Bag, Bicycle Saddle Bag, Cycling Seat Pack, Mountain Bike Saddle Bag, Road Bike Saddle Bag (Blue)", "asin": "B0BP6M3CL6", "price": "$17.25", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "BELL Stowaway Top Tube Bicycle Bag", "asin": "B09WSH92WR", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blackburn Grid Handlebar Bag", "asin": "B0BHT8NYTF", "price": "$37.49", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Handlebar Bag Handy Front Bike Bags Handlebar Storage Pouch Pack with Shoulder Strap Little Mountain Road Bike Barrel Bag (pink, 1.5 L)", "asin": "B0D9TKVQWC", "price": "$22.70", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 11 left in stock - order soon."},
  {"title": "Alomejor Tail Bag Saddle Bag Polyester Seat Bags Under Seat with Reflective Strip for Cycling", "asin": "B096P52V63", "price": "$6.95", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 19 left in stock - order soon."},
  {"title": "ROCKBROS Bike Saddle Bag Bike Bag Under Seat Bag Bicycle Seat Pack Pouch for Cycling Adjustable Mounting", "asin": "B097SSJ9YC", "price": "$20.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "MOSISO Bike Saddle Bag, Waterproof Bike Under Seat Pouch Bicycle Tool Cycling Accessories Storage Bags, 2L Portable Bicycle Pack Under Seat for Mountain Road Bikes, Black", "asin": "B0BNBHJ962", "price": "$13.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 13 left in stock - order soon."},
  {"title": "Rhinowalk Bike Saddle Bag Waterproof Bicycle Bag Cycling Seat Bag Mountain Road Portable Storage Bag, 2.5L", "asin": "B09DFY2BZJ", "price": "$22.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 12 left in stock - order soon."},
  {"title": "Bike Rear Rack Bag,9L PVC Waterproof Bike Trunk Bag for Road and Mountain Bikes,Bicycle Rear Seat Bag with Rain Cover Bike Saddle Bag for Cycling Trip (Brown green)", "asin": "B0DSRZQCBD", "price": "$28.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Motorcycle Saddlebag, Weatherproof Cruiser Saddlebag Nylon One Size Removable Saddle Bag with Easily Removable Strap, Large Capacity Storage Bag for Motorcycle", "asin": "B0CG2PY47L", "price": "$20.00", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 17 left in stock - order soon."},
  {"title": "Signature Bar Bag \u2013 Midnight Black | Hard-Shell Bike Handlebar Bag with Waterproof Zippers & Adjustable Straps | Lightweight Bicycle Handlebar Bag, Compatible with Road, Gravel & MTB Bikes", "asin": "B0DRDHHZ2C", "price": "$68.00", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 17 left in stock - order soon."},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Bike Frame Storage Bag, Water Resistant Reflective Bicycle Triangle Bag with Two Side Pockets, Strap-On Under Seat Tool Accessories Pouch for Mountain Road Bike Trip (2L)", "asin": "B083TG9F14", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "KEMIMOTO Bike Saddle Bag Bike Seat Bag Fully Waterproof Bikepacking Pouch, Night Safety Reflective Strips, 13L Bicycle Seat Bag With PVC Reflective Panel Max", "asin": "B0CZS2TVGY", "price": "$27.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bikepacking Bag Waterproof Bike Saddle Bag Large Capacity Bikepacking Seat Bag Road Mountain Bike Seat Bag Max 14L", "asin": "B076CC6VM1", "price": "$69.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ENGWE Bicycle Saddle Under Seat Bike Accessories Storage Pouch Ultralight For Electric Bike", "asin": "B0CV7S7XZN", "price": "$4.98", "delivery": "FREE delivery Apr 30 - May 1"},
  {"title": "Rucksack Bike Seat Storage Bags", "asin": "B07L57H581", "price": "$11.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Waterproof Bicycle Saddle Bag Bike Bag Under seat Bag Rainproof Mountain Road Bike Seat Bag Bicycle Bag Professional Cycling Accessories", "asin": "B0761QQL13", "price": "$19.99", "delivery": "FREE delivery Apr 21 - 24 for Prime members"},
  {"title": "KOM Cycling Saddle Bag - Bike Saddle Bag to Carry Multi-Tool, Tube, Tire Levers, Securely Under Bike Seat Featuring for Garmin Varia Mount, ATOP Lacing Dial, and Inner Pocket for Apple AirTag.", "asin": "B0BJGTJ42X", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag 10/13L Waterproof Bicycle Under Seat Bag Cycling Storage Bag for Mountain Road Bike", "asin": "B09DYJZNDG", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "MSR\u2122 MTB Seat Bag Black | Bike bicycle seat saddle bag for mountain or road | Extra storage and taillight mount", "asin": "B0CXYSCWZY", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Saddle Bags with Water Bottle Pouch Waterproof Bike Bags Under Seat Pack for Mountain Road Saddle Bag Bicycles Storage Bag 1.5L", "asin": "B0CX5L3BRL", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 14 left in stock - order soon."},
  {"title": "ORUCASE Bike Saddle Bag HC - Compact, Waterproof, Under Seat Bike Bag for Bicycles - Secure Bike Seat Bag w/Strong Rubber Straps - Easy to Install Bike Storage Bag for Tools - 30 Cubic Inches - Black", "asin": "B0DP555YVV", "price": "$30.00", "delivery": "FREE delivery Mon, Apr 21 for Prime members Only 1 left in stock - order soon."},
  {"title": "BELL Stowaway Top Tube Bicycle Bag", "asin": "B09WSCKPQJ", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag - Lightweight Under Seat Tool Pouch for Mountain, Road, and Folding Bikes - Multi-Position Frame Bag for Cycling Accessories", "asin": "B0CXS8LZTH", "price": "$12.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "ROCKBROS Bike Seat Bag with LED Light, Waterproof 3D Shell Bicycle Saddle Bag with Rain Cover for Road & Mountain Bikes", "asin": "B097P8W7LB", "price": "$23.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NEO PORTER RADTAIL Bike Saddle Bag- Water Resistant Bicycle Under Seat Pouch for Cycling Accessories Storage", "asin": "B0CG6N5TZT", "price": "$25.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Topeak Elementa SeatBag Slim Black, Small", "asin": "B0C51V7P52", "price": "$22.49", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 1 left in stock - order soon."},
  {"title": "Bike Tool Kit - Under Seat Pouch, Frame Bag, Mountain & Road Bicycle Multi-purpose Portable Accessorise Bag - Professional Cycling Tools (Black)", "asin": "B09HQQQLLD", "price": "$12.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 2 left in stock - order soon."},
  {"title": "Roswheel Race Series 131432 Ultralight Bike Saddle Bag Bicycle Under Seat Pouch Cycling Wedge Pack for Road Bike, 0.6 Liter Capacity", "asin": "B075PDBNLP", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag, Water-resistant Bicycle Saddle Bag with Reflective Strap, Expandable Capacity Cycling Under Seat Pouch 1.5-2 L, Bike Seat Pack for Mountain Road Bikes and Commuters", "asin": "B0D8ZXG4Q1", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 15 left in stock - order soon."},
  {"title": "Ultimate Cycling Saddle Bag for Mountain and Road Bikes, Ebikes - Sleek Black Under Seat Design with Included Accessories: 2 Tire Levers and Rear Taillight for Safety and Convenience", "asin": "B0BNW9SHBN", "price": "$24.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag, Bike Saddle Bag Under Seat, Mountain Road Bike Bag Under Seat Packs, Bicycle Saddle Tool Bag, Cycling Bag", "asin": "B0D739PR63", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Reflective Rear Rack Bag, Water Resistant Bike Saddle Panniers for Bicycles, 8L Trunk Cycling Back Seat Cargo Carrier Storage Pouch With Shoulder Strap for Travel Commute", "asin": "B083TRF9QX", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Water Bottle Holder Bicycle Under Seat Pack Storage Bag for Mountain Road Bicycle", "asin": "B08LK1PFPV", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NDakter Bike Bicycle Frame Storage Bag, 2L Waterproof Bicycles Triangle Pouch, Cycling Pack for Phone, Wallet, Keys, Tools, Accessories, Bikes Front Tube Bag for Mountain Road Bike, MTB", "asin": "B07RR1WX8Z", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bicycle Bag, Bike Bag, Storage Bag Under The Seat, Bicycle Bag, Bicycle Seat Pole Bag, Waterproof, Suitable For Cycling On Highways, Mountain Bikes, And General-Purpose (Black)", "asin": "B0CJ2LBXSR", "price": "$10.88", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 16 left in stock - order soon."},
  {"title": "Blossom Bike Saddle Roll Bag - Water Resistant, Durable Cordura Fabric & Bicycle Tool Kit Holder - Under Seat Storage, Bike Pouch, Seat Roll for Road, Gravel Cycling (Black)", "asin": "B0CH51YXMY", "price": "$15.29", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bushwhacker Tacoma Large Expandable Bicycle Seat Bag with Reflective Trim & Light Clip Attachment \u2013 Cycling Under Seat Wedge Pack for Rear Frame and Front Bike Accessories", "asin": "B00B5199PU", "price": "$15.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Rear Rack Bag, 12L Waterproof Reflective Bicycle Trunk Bag, Cycling Rear Seat Carrier Backseat Storage Luggage with Water Bottle Holder, Shoulder Strap for MTB Bike E-Bike", "asin": "B0B3HHX6F4", "price": "$29.74", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bikepacking Bag Bike Saddle Bag Large Capacity Bikepacking Seat Bag Waterproof Bike Seat Bag Max 3L", "asin": "B0CLNS6QN6", "price": "$45.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Muc-Off Saddle Bag Pack, Black - Bike Bag and Cycling Accessories for Storing Ride Essentials - Bike Storage for Bike Tools, Puncture Repair Kit, Inner Tube", "asin": "B0CZF5YSGQ", "price": "$32.19", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Waterproof Bicycle Under Seat Bag Quick Disassembly Rainproof Mountain Road Bike Seat Bag Bicycle Professional Cycling Accessories", "asin": "B08F58ZR9Z", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 20 left in stock - order soon."},
  {"title": "ROCKBROS Bike Handlebar Bag Small Bicycle Handle Bar Bag Handy Front Bike Bags Handlebar Storage Pouch Pack with Shoulder Strap Little Mountain Road Bike Barrel Bag", "asin": "B0BVVTFQNB", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Triangle Bag - Bicycle Storage Pouch for MTB & Road Bike Accessories", "asin": "B08TLWDHG6", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Compact Bike Seat Saddle Bag - Thickened Support Bike Saddle Bag Black Waterproof Bike Bags For Bicycles Layered Storage Bike Seat Bag Strap Installation Saddle Bag Bicycle", "asin": "B0DJLPNH8R", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 15 left in stock - order soon."},
  {"title": "KEMIMOTO Bike Seat Bag, Max 15L Fully Waterproof Bikepacking Saddle Pouch, Road Bicycle Rear Pack Under Seat with PVC Reflective Panel, Four Bottom Hardboards", "asin": "B0DM27HW83", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 13 left in stock - order soon."}]
  <|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": "2025-04-16T20:59:52.318Z", // 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": "2025-04-11T22:32:25.395Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:30.706Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:42.448Z", "action": "input", "action_argument": "shimano rx400"}
  {"timestamp": "2025-04-11T22:32:45.077Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:32:57.785Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:33:00.222Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T22:33:06.788Z", "action": "click_product", "action_argument": "B07YMBRRBN"}
  {"timestamp": "2025-04-14T18:30:56.587Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-14T18:31:09.041Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:13.008Z", "action": "click_product", "action_argument": "B0CLKPNDKL"}
  {"timestamp": "2025-04-14T18:31:21.790Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T18:31:46.860Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:49.158Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-14T18:31:51.911Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T21:25:57.008Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:26:50.263Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:26:55.594Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:27:02.079Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:27:14.054Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T21:35:30.511Z", "action": "purchase", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:55.805Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:56:56.944Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
  {"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
  <|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": "Bike bott"}],
  "cart_items": [{"title": "Lumiere & Co. Maximus Large Magnetic Bike Seat Bag \u2013 Quick-Attach Saddle Bag with AquaGuard Zippers, Secure Under-Seat Storage for Cycling Gear & Accessories", "asin": "B0DH7PNPPM", "price": "$33.24", "quantity": "1"},
  {"title": "Airkeep Car Air Freshener -Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets, Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0D418HHPL", "price": "$3.99", "quantity": "1"}],
  "promotion_items": [{"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "quantity": ""},
  {"title": "WOTOW Bike Saddle Bag - Waterproof Bike Seat Bag Expandable to 2L - Reflective Bicycle Under Seat Storage Pouch for Road Mountain Bike Cycling Travel", "asin": "B0D17LMQ95", "price": "$17.09", "quantity": ""},
  {"title": "WOTOW Bike Saddle Bag - Waterproof Strap-on Bike Seat Bag - Reflective Bicycle Under Seat Storage Pouch for Road Mountain Bike Cycling Travel", "asin": "B0CSG2WJCP", "price": "$12.99", "quantity": ""},
  {"title": "KEMIMOTO 8L Bike Bag with 6L Removable Cooler Bag, Bike Rear Rack Bag PVC Water Resistant Insulated Bag, Bicycle Trunk Pannier with Shoulder for Cycling Ebike Back Seat Storage", "asin": "B0DLB15NMG", "price": "$29.06", "quantity": ""},
  {"title": "ROCKBROS Bike Rear Rack Bag Bike Trunk Bag Reflective Bicycle Rear Seat Saddle Bag Cycling Luggage Panniers with Shoulder Straps, Green Rain Cover", "asin": "B0B1284GYD", "price": "$37.79", "quantity": ""},
  {"title": "WOTOW Bike Handlebar Insulated Bag, Bike Front Phone Bag Cooler Storage Pouch With TPU Touch Screen Insulation Bicycle Frame Bag Strap On Cycling Accessories for Outdoor Hiking Travel Assistants", "asin": "B08V51RR2V", "price": "$20.39", "quantity": ""},
  {"title": "Bike Bag, Fidlock Magnetic Buckle Saddle Bag \u2013 Small Bike Seat Bag for Road Cycling, Fast and Easy Attachment, Under-Seat Bicycle Storage, Bike Bags (Black, Small)", "asin": "B0CLKNJ3HZ", "price": "$25.99", "quantity": ""},
  {"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "quantity": ""},
  {"title": "Magnetic Bike Bag, Quick release bike saddle bag, Bike Bag Under Seat, Mach X", "asin": "B0DH7N59F3", "price": "$26.45", "quantity": ""},
  {"title": "ENLEE Bike Seat Bag Waterproof Bicycle Saddle Bag Reflective Bike Accessories Storage Pouch Under Seat for Road Mountain Foldable Bikes Large Orange", "asin": "B0DTK63MR4", "price": "$17.99", "quantity": ""},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "quantity": ""},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat With BOA mounting system Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0DHCSX5HJ", "price": "$22.99", "quantity": ""}],
  "ads": [{"title": "MSR\u2122 MTB Seat Bag Black | Bike bicycle seat saddle bag for mountain or road | Extra storage and taillight mount", "asin": "B0CXYSCWZY"}],
  "search_results": [{"title": "Maximus Large Magnetic Bike Seat Bag \u2013 Quick-Attach Saddle Bag with AquaGuard Zippers, Secure Under-Seat Storage for Cycling Gear & Accessories", "asin": "B0DH7PNPPM", "price": "$33.24", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Handlebar Bag - Durable, Multiple-Size options and Multi-Color Options - included inside are Dual Elastic Straps, Clips & Velcro Attachments for Customizable Fit (Black, Medium)", "asin": "B0CCRN3QB2", "price": "$24.87", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Magnetic Bike Bag, Quick release bike saddle bag, Bike Bag Under Seat, Mach X", "asin": "B0DH7N59F3", "price": "$26.45", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Bag, Fidlock Magnetic Buckle Saddle Bag \u2013 Small Bike Seat Bag for Road Cycling, Fast and Easy Attachment, Under-Seat Bicycle Storage, Bike Bags (Black, Small)", "asin": "B0CLKNJ3HZ", "price": "$25.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blossom Bike Saddle Roll Bag - Water Resistant, Durable Cordura Fabric & Bicycle Tool Kit Holder - Under Seat Storage, Bike Pouch, Seat Roll for Road, Gravel Cycling (Tan)", "asin": "B0DN1LY1L6", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Bicycle Under Seat Storage Pack for Repair Tool Kits with Reflective Strap for Mountain Road Bike Cycling Accessories", "asin": "B08P6Q4YCV", "price": "$12.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blackburn Grid MTB Bike Seat Bag", "asin": "B07DFQRHK1", "price": "$22.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat With BOA mounting system Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0DHCSX5HJ", "price": "$22.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bike Bag Phone Mount Bag Bicycle Accessories Pouch, EVA Waterproof Bike Phone Holder Top Tube Front Frame Bag Handlebar Bags Compatible Phones Under 6.8\u201d", "asin": "B08GHPF5KB", "price": "$23.39", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NEO PORTER RADTAIL Bike Saddle Bag- Water Resistant Bicycle Under Seat Pouch for Cycling Accessories Storage", "asin": "B0CG6N5TZT", "price": "$25.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "YBLNTEK Bike Saddle Bag, Bicycle Seat Bag, Expandable Capacity Bike Bag Under Seat 2.0L, Cycling Accessories Bicycle Storage Pouch Wedge Pack with Reflective Stripe for Mountain & Road Bike Adult", "asin": "B0DNTD7NT1", "price": "$20.69", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ENLEE Bike Saddle Bag Waterproof Bike Seat Bag Reflective Bicycle Storage Pouch Under Seat for Road Mountain Foldable Bikes Large White", "asin": "B0DTK6QNPJ", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Road Bike Saddle Bag, Bike Bag, Mountain Bike Saddle Bag, Small Bike Seat Bags, Bike Under Seat Bag, Bicycle accessories, Bike Bags, Bike Seat Bag,", "asin": "B0BP746BTN", "price": "$18.34", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "JXFUKAL Bike Bags for Bicycle Rear rack - 9.5L/17L/40L Hard Shell Waterproof Bike Ebike Trunk Pannier Saddle Seat Bag Carrier with Reflector, Rain Cover & Shoulder Strap for Commuter Travel Outdoor", "asin": "B0BYRMN21J", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bike Saddle Bags with Water Bottle Pouch Waterproof Bike Bags Under Seat Pack for Mountain Road Saddle Bag Bicycles Storage Bag", "asin": "B08TM6VJJ7", "price": "$15.59", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
  {"title": "Ibera PakRak Bicycle Seat Post Commuter Rack and Quick-Release Bag", "asin": "B002YSN5W6", "price": "$89.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Saddle Bag, MOOZO Waterproof Bike Saddle Seat Wedge Pack Pannier Storage Bag Mountain City Road Bicycle Cycling PU Saddle Bag, Bicycle Repair Tools Pocket Pack Riding Pouch with Reflective Stripe", "asin": "B075FMP9NV", "price": "$9.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Bike Seat Bag, Bicycle Saddle Bag, Cycling Seat Pack, Mountain Bike Saddle Bag, Road Bike Saddle Bag (Blue)", "asin": "B0BP6M3CL6", "price": "$17.25", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "BELL Stowaway Top Tube Bicycle Bag", "asin": "B09WSH92WR", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blackburn Grid Handlebar Bag", "asin": "B0BHT8NYTF", "price": "$37.49", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Handlebar Bag Handy Front Bike Bags Handlebar Storage Pouch Pack with Shoulder Strap Little Mountain Road Bike Barrel Bag (pink, 1.5 L)", "asin": "B0D9TKVQWC", "price": "$22.70", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 11 left in stock - order soon."},
  {"title": "Alomejor Tail Bag Saddle Bag Polyester Seat Bags Under Seat with Reflective Strip for Cycling", "asin": "B096P52V63", "price": "$6.95", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 19 left in stock - order soon."},
  {"title": "ROCKBROS Bike Saddle Bag Bike Bag Under Seat Bag Bicycle Seat Pack Pouch for Cycling Adjustable Mounting", "asin": "B097SSJ9YC", "price": "$20.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "MOSISO Bike Saddle Bag, Waterproof Bike Under Seat Pouch Bicycle Tool Cycling Accessories Storage Bags, 2L Portable Bicycle Pack Under Seat for Mountain Road Bikes, Black", "asin": "B0BNBHJ962", "price": "$13.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 13 left in stock - order soon."},
  {"title": "Rhinowalk Bike Saddle Bag Waterproof Bicycle Bag Cycling Seat Bag Mountain Road Portable Storage Bag, 2.5L", "asin": "B09DFY2BZJ", "price": "$22.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 12 left in stock - order soon."},
  {"title": "Bike Rear Rack Bag,9L PVC Waterproof Bike Trunk Bag for Road and Mountain Bikes,Bicycle Rear Seat Bag with Rain Cover Bike Saddle Bag for Cycling Trip (Brown green)", "asin": "B0DSRZQCBD", "price": "$28.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Motorcycle Saddlebag, Weatherproof Cruiser Saddlebag Nylon One Size Removable Saddle Bag with Easily Removable Strap, Large Capacity Storage Bag for Motorcycle", "asin": "B0CG2PY47L", "price": "$20.00", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 17 left in stock - order soon."},
  {"title": "Signature Bar Bag \u2013 Midnight Black | Hard-Shell Bike Handlebar Bag with Waterproof Zippers & Adjustable Straps | Lightweight Bicycle Handlebar Bag, Compatible with Road, Gravel & MTB Bikes", "asin": "B0DRDHHZ2C", "price": "$68.00", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 17 left in stock - order soon."},
  {"title": "Bike Seat Bag Bicycle Saddle Bag Under Seat Waterproof Reflective Cycling Saddle Pack for Mountain Road Bikes Black", "asin": "B0CK5P84QN", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Bike Frame Storage Bag, Water Resistant Reflective Bicycle Triangle Bag with Two Side Pockets, Strap-On Under Seat Tool Accessories Pouch for Mountain Road Bike Trip (2L)", "asin": "B083TG9F14", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "KEMIMOTO Bike Saddle Bag Bike Seat Bag Fully Waterproof Bikepacking Pouch, Night Safety Reflective Strips, 13L Bicycle Seat Bag With PVC Reflective Panel Max", "asin": "B0CZS2TVGY", "price": "$27.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bikepacking Bag Waterproof Bike Saddle Bag Large Capacity Bikepacking Seat Bag Road Mountain Bike Seat Bag Max 14L", "asin": "B076CC6VM1", "price": "$69.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ENGWE Bicycle Saddle Under Seat Bike Accessories Storage Pouch Ultralight For Electric Bike", "asin": "B0CV7S7XZN", "price": "$4.98", "delivery": "FREE delivery Apr 30 - May 1"},
  {"title": "Rucksack Bike Seat Storage Bags", "asin": "B07L57H581", "price": "$11.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Waterproof Bicycle Saddle Bag Bike Bag Under seat Bag Rainproof Mountain Road Bike Seat Bag Bicycle Bag Professional Cycling Accessories", "asin": "B0761QQL13", "price": "$19.99", "delivery": "FREE delivery Apr 21 - 24 for Prime members"},
  {"title": "KOM Cycling Saddle Bag - Bike Saddle Bag to Carry Multi-Tool, Tube, Tire Levers, Securely Under Bike Seat Featuring for Garmin Varia Mount, ATOP Lacing Dial, and Inner Pocket for Apple AirTag.", "asin": "B0BJGTJ42X", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag 10/13L Waterproof Bicycle Under Seat Bag Cycling Storage Bag for Mountain Road Bike", "asin": "B09DYJZNDG", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "MSR\u2122 MTB Seat Bag Black | Bike bicycle seat saddle bag for mountain or road | Extra storage and taillight mount", "asin": "B0CXYSCWZY", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Saddle Bags with Water Bottle Pouch Waterproof Bike Bags Under Seat Pack for Mountain Road Saddle Bag Bicycles Storage Bag 1.5L", "asin": "B0CX5L3BRL", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 14 left in stock - order soon."},
  {"title": "ORUCASE Bike Saddle Bag HC - Compact, Waterproof, Under Seat Bike Bag for Bicycles - Secure Bike Seat Bag w/Strong Rubber Straps - Easy to Install Bike Storage Bag for Tools - 30 Cubic Inches - Black", "asin": "B0DP555YVV", "price": "$30.00", "delivery": "FREE delivery Mon, Apr 21 for Prime members Only 1 left in stock - order soon."},
  {"title": "BELL Stowaway Top Tube Bicycle Bag", "asin": "B09WSCKPQJ", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag - Lightweight Under Seat Tool Pouch for Mountain, Road, and Folding Bikes - Multi-Position Frame Bag for Cycling Accessories", "asin": "B0CXS8LZTH", "price": "$12.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "ROCKBROS Bike Seat Bag with LED Light, Waterproof 3D Shell Bicycle Saddle Bag with Rain Cover for Road & Mountain Bikes", "asin": "B097P8W7LB", "price": "$23.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NEO PORTER RADTAIL Bike Saddle Bag- Water Resistant Bicycle Under Seat Pouch for Cycling Accessories Storage", "asin": "B0CG6N5TZT", "price": "$25.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Topeak Elementa SeatBag Slim Black, Small", "asin": "B0C51V7P52", "price": "$22.49", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 1 left in stock - order soon."},
  {"title": "Bike Tool Kit - Under Seat Pouch, Frame Bag, Mountain & Road Bicycle Multi-purpose Portable Accessorise Bag - Professional Cycling Tools (Black)", "asin": "B09HQQQLLD", "price": "$12.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 2 left in stock - order soon."},
  {"title": "Roswheel Race Series 131432 Ultralight Bike Saddle Bag Bicycle Under Seat Pouch Cycling Wedge Pack for Road Bike, 0.6 Liter Capacity", "asin": "B075PDBNLP", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag, Water-resistant Bicycle Saddle Bag with Reflective Strap, Expandable Capacity Cycling Under Seat Pouch 1.5-2 L, Bike Seat Pack for Mountain Road Bikes and Commuters", "asin": "B0D8ZXG4Q1", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 15 left in stock - order soon."},
  {"title": "Ultimate Cycling Saddle Bag for Mountain and Road Bikes, Ebikes - Sleek Black Under Seat Design with Included Accessories: 2 Tire Levers and Rear Taillight for Safety and Convenience", "asin": "B0BNW9SHBN", "price": "$24.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bike Seat Bag, Bike Saddle Bag Under Seat, Mountain Road Bike Bag Under Seat Packs, Bicycle Saddle Tool Bag, Cycling Bag", "asin": "B0D739PR63", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Reflective Rear Rack Bag, Water Resistant Bike Saddle Panniers for Bicycles, 8L Trunk Cycling Back Seat Cargo Carrier Storage Pouch With Shoulder Strap for Travel Commute", "asin": "B083TRF9QX", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Water Bottle Holder Bicycle Under Seat Pack Storage Bag for Mountain Road Bicycle", "asin": "B08LK1PFPV", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NDakter Bike Bicycle Frame Storage Bag, 2L Waterproof Bicycles Triangle Pouch, Cycling Pack for Phone, Wallet, Keys, Tools, Accessories, Bikes Front Tube Bag for Mountain Road Bike, MTB", "asin": "B07RR1WX8Z", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bicycle Bag, Bike Bag, Storage Bag Under The Seat, Bicycle Bag, Bicycle Seat Pole Bag, Waterproof, Suitable For Cycling On Highways, Mountain Bikes, And General-Purpose (Black)", "asin": "B0CJ2LBXSR", "price": "$10.88", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 16 left in stock - order soon."},
  {"title": "Blossom Bike Saddle Roll Bag - Water Resistant, Durable Cordura Fabric & Bicycle Tool Kit Holder - Under Seat Storage, Bike Pouch, Seat Roll for Road, Gravel Cycling (Black)", "asin": "B0CH51YXMY", "price": "$15.29", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Bushwhacker Tacoma Large Expandable Bicycle Seat Bag with Reflective Trim & Light Clip Attachment \u2013 Cycling Under Seat Wedge Pack for Rear Frame and Front Bike Accessories", "asin": "B00B5199PU", "price": "$15.95", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "WOTOW Rear Rack Bag, 12L Waterproof Reflective Bicycle Trunk Bag, Cycling Rear Seat Carrier Backseat Storage Luggage with Water Bottle Holder, Shoulder Strap for MTB Bike E-Bike", "asin": "B0B3HHX6F4", "price": "$29.74", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ROCKBROS Bikepacking Bag Bike Saddle Bag Large Capacity Bikepacking Seat Bag Waterproof Bike Seat Bag Max 3L", "asin": "B0CLNS6QN6", "price": "$45.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Muc-Off Saddle Bag Pack, Black - Bike Bag and Cycling Accessories for Storing Ride Essentials - Bike Storage for Bike Tools, Puncture Repair Kit, Inner Tube", "asin": "B0CZF5YSGQ", "price": "$32.19", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rhinowalk Bike Saddle Bag Waterproof Bicycle Under Seat Bag Quick Disassembly Rainproof Mountain Road Bike Seat Bag Bicycle Professional Cycling Accessories", "asin": "B08F58ZR9Z", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 20 left in stock - order soon."},
  {"title": "ROCKBROS Bike Handlebar Bag Small Bicycle Handle Bar Bag Handy Front Bike Bags Handlebar Storage Pouch Pack with Shoulder Strap Little Mountain Road Bike Barrel Bag", "asin": "B0BVVTFQNB", "price": "$21.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Triangle Bag - Bicycle Storage Pouch for MTB & Road Bike Accessories", "asin": "B08TLWDHG6", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Compact Bike Seat Saddle Bag - Thickened Support Bike Saddle Bag Black Waterproof Bike Bags For Bicycles Layered Storage Bike Seat Bag Strap Installation Saddle Bag Bicycle", "asin": "B0DJLPNH8R", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 15 left in stock - order soon."},
  {"title": "KEMIMOTO Bike Seat Bag, Max 15L Fully Waterproof Bikepacking Saddle Pouch, Road Bicycle Rear Pack Under Seat with PVC Reflective Panel, Four Bottom Hardboards", "asin": "B0DM27HW83", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18 Only 13 left in stock - order soon."}]
  <|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": "2025-04-16T20:59:52.318Z", // 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>
  