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": "2025-04-18T16:57:08.708Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:20.280Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:25.030Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:05:36.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
  {"timestamp": "2025-04-18T17:13:12.365Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
  {"timestamp": "2025-04-18T17:23:21.840Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:23:39.445Z", "action": "purchase", "action_argument": "B00HZ6WFZA, B082QBYY9V"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T17:15:42.713Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:17:11.193Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:18:34.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:19:14.813Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:15.666Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:17.785Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:36.677Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:38.441Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:46.531Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:22:08.558Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:11.463Z", "action": "input", "action_argument": "jacket"}
  {"timestamp": "2025-04-23T17:22:12.381Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:51.226Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T17:24:24.135Z", "action": "click_product", "action_argument": "B0DC3N3BPL"}
  {"timestamp": "2025-04-23T17:24:30.437Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:39.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:43.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:25:39.694Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:26:46.268Z", "action": "click_product", "action_argument": "B0DBR77Z5X"}
  {"timestamp": "2025-04-23T17:27:02.188Z", "action": "click", "action_argument": "product_option"}
  <|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": "jacket"}],
  "cart_items": [{"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "price": "$6.99", "quantity": "1"},
  {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "price": "$15.59", "quantity": "1"}],
  "promotion_items": [{"title": "Tongluoye\nWomens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0CWG9VQ7Q", "price": "$35.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "quantity": ""},
  {"title": "Zeagoo\nWomen's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YW4PV3", "price": "$29.91", "quantity": ""},
  {"title": "GIVON\nWomens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMMV9RX", "price": "$28.99", "quantity": ""},
  {"title": "CLOVERY\nWomen's Casual Zip-up Hoodie Basic Long Sleeve Hoodie", "asin": "B07485LJ17", "price": "$33.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "quantity": ""},
  {"title": "MODARANI\nWomens Pullover Hoodie Sweatshirts Casual Tunic Tops Kangaroo Pocket Shirts Tie Dye&Floral Print", "asin": "B08J7Y2GX8", "price": "$25.72", "quantity": ""},
  {"title": "GIVON\nWomens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMMV9RX", "price": "$28.99", "quantity": ""},
  {"title": "H2H\nWomen's Slim Fit Zip Up & Pullover Hoodie Lightweight Long Sleeve Kangaroo Pocket Basic Casual Sweatshirt", "asin": "B07G7X56SZ", "price": "$29.89", "quantity": ""},
  {"title": "", "asin": "B087M2LLW7", "price": "", "quantity": ""},
  {"title": "THE GYM PEOPLE Thick High Waist Yoga Pants with Pockets, Tummy Control Workout Running Yoga Leggings for Women", "asin": "B07MNYCVPG", "price": "$28.99", "quantity": ""},
  {"title": "NEKOSI Womens Long Sleeve V Neck Hoodie Sweatshirts Lightweight Pullover Tops", "asin": "B07GXJC3V1", "price": "$27.99", "quantity": ""},
  {"title": "DOUBLJU Lightweight Thin Zip-Up Hoodie Jacket for Women with Plus Size", "asin": "B07B4QPVX7", "price": "$35.99", "quantity": ""},
  {"title": "H2H Women's Slim Fit Zip Up & Pullover Hoodie Lightweight Long Sleeve Kangaroo Pocket Basic Casual Sweatshirt", "asin": "B07G7TZQMH", "price": "$28.89", "quantity": ""},
  {"title": "Cottonhood Unisex Casual Short Sleeve Zip Hoodie, Lightweight Jersey Zip Up Hoodie for Men and Women", "asin": "B06Y1FJY8T", "price": "$24.63", "quantity": ""},
  {"title": "Flygo Women Winter Hoodies Zip Up Fleece Sherpa Lined Warm Sweatshirts Jacket", "asin": "B07H7G68J1", "price": "$36.98", "quantity": ""},
  {"title": "Abonlen Ribbed Hoodies for Women Lightweight Full Zip Up Jackets Long Sleeves Tops Fitted Cropped Sweatshirt", "asin": "B0DNZ9W3XQ", "price": "$29.90", "quantity": ""},
  {"title": "LYHIPSS Women's Oversized Lightweight Hoodies for Women Full Zip Up Long Sleeve Drawstring Jackets", "asin": "B0CCVF5L89", "price": "$29.99", "quantity": ""},
  {"title": "Zeagoo Women's Oversized Zip Up Hoodies Fleece Jacket Casual 2025 Fall Winter Sweatshirts Y2K Hoodies", "asin": "B0C68JWFJH", "price": "$27.99", "quantity": ""},
  {"title": "Rechargeable Xbox Controller Battery Pack, Play & Charge Kit for Xbox One/Xbox Series X|S - 40H Playtime, 2.5H Full Charge, with Cover & Charging Cable, Xbox Accessories for Xbox One S/One X/One Elite", "asin": "/promo/A26YFMUYVOT5Y", "price": "$24.99", "quantity": ""},
  {"title": "Zeagoo Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0CLGVGWFC", "price": "$29.91", "quantity": ""},
  {"title": "Nimsruc Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D7Q5Y1J1", "price": "$19.99", "quantity": ""},
  {"title": "EKIYVO 2025 Spring Women's Drawstring Zip Up Cute Hoodies Soft Jacket Plus Size Casual Sweatshirts with Pocket", "asin": "B0DBZ7R46Z", "price": "$15.39", "quantity": ""}],
  "ads": [{"title": "Onyx Unisex Belt Pack Manual Inflatable Life Jacket (PFD)", "asin": "B07HPWN2S4"},
  {"title": "Onyx A/M-24 Deluxe Automatic/Manual Inflatable Life Jacket, U.S. Coast Guard Approved, Low Profile, Compact Design, Manual Convertible Inflation Option", "asin": "B0CGZ38DBN"},
  {"title": "Onyx A/M-24 Automatic/Manual Inflatable Life Jacket, U.S. Coast Guard Approved, Low Profile, Compact Design, Manual Convertible Inflation Option", "asin": "B00NXVUM60"}],
  "search_results": [{"title": "Women Casual Full Zip Up Hoodie Basic Lightweight Long Sleeve Sweatshirt Solid Color Jacket With Pockets", "asin": "B0D676BC2Y", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Full Zip Up Oversized Drawstring Hooded Sweatshirt Casual Jacket Coat with Pockets", "asin": "B0DJ8QQDDR", "price": "$16.99", "delivery": "FREE delivery Sat, Apr 26 Only 3 left in stock - order soon."},
  {"title": "Zip Up Hoodie Women Oversized Sweatshirt Long Sleeve 2025 Fall Outfit Lightweight Jackets Workout Clothes", "asin": "B0DLBBBQBX", "price": "$27.98", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YW4PV3", "price": "$29.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Cropped Hoodie Women Zip Up Long Sleeve Sweatshirts Casual Fashion Hooded Workout Jacket Crop Top", "asin": "B0BMQ16YNV", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Cardigan Sweatshirts for Women Long Sleeve Lightweight Hoodie Oversized Casual Hoodies Sweater Fashion Jackets", "asin": "B0D5L8MHDR", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodie Women Cropped Sweatshirts Lace Halter Long Sleeve Corset Hoodie Trendy Jackets Y2K Outfits", "asin": "B0DHXYR77X", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Clothing Zip Up Hoodies XS-5XL Fashion Sweatshirts Clothes Fall Pullover Tops", "asin": "B0D797YGNM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Long Sleeve Sweatshirts Zip up Tops Full-zip Hoodies Fall Outfits", "asin": "B0DFLW95NX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Faux Fur Trim Hoodies for Women, Y2k Long Sleeve Cropped Sweatshirt, Zip Up Jacket with Fur Hood Vintage Outfit", "asin": "B0DLKQV7DZ", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Causal Basic Simple Zip Up Hoodie Sweat Jacket", "asin": "B0CHWF9GD1", "price": "$16.99", "delivery": "FREE delivery Apr 28 - 30"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D56FLW9F", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Oversized Zip Up Hoodies Loose Long Sleeve Zipper Hooded Sweatshirt Casual Solid Jackets with Pockets", "asin": "B0DR8Q56J9", "price": "$18.99", "delivery": "FREE delivery May 14 - 23"},
  {"title": "Women's Color Block Zip Up Hoodie Sweatshirt Casual Long Sleeve Jacket Sweater with Pockets", "asin": "B0D8LC3KJZ", "price": "$14.99", "delivery": "FREE delivery Sat, Apr 26 Only 2 left in stock - order soon."},
  {"title": "Womens Full-Zip Hoodies Casual Long Sleeve Sweatshirt with Pockets", "asin": "B0B5BYWTLM", "price": "$26.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Women's Hoodie Jacket Sweatshirt - Casual Full Zip Up Long Sleeve Slim Fit Workout Basic Active Hooded Top", "asin": "B08TFJ4D13", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2k Spider Print Hoodies Hip Hop Zipper Long Sleeve Jacket Coats Harajuku Casual Loose Hooded Sweatshirt", "asin": "B0CJ34GQK4", "price": "$19.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Full Zipper Hoodies Fleece Lined Collar Pullover Cozy Long Sleeve Sweatshirts", "asin": "B0DBVCJDXB", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Y2k Zip Up Hoodie Fur Hooded Jacket Graphic Hoodie Grunge 2000s Clothing for Women Crop Winter Coats Streetwear", "asin": "B0DMLB4FDW", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Oversized Sweatshirt for Women Loose Fit Casual Long Sleeve Button Hooded Sweatshirts Hoodies with Pocket", "asin": "B0D6XVZTPK", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women Full Sleeve Outer Wear Zip Up Hoodie Casual Sweatshirt Jacket", "asin": "B08KWJ4H95", "price": "$14.50", "delivery": "FREE delivery May 1 - 2 Only 3 left in stock - order soon."},
  {"title": "Light Weight Zip Up Hoodie Thin Summer Jacket For Women", "asin": "B0D9KRBNTH", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Only 3 left in stock - order soon."},
  {"title": "Women's Casual Zip-up Hoodie Basic Long Sleeve Hoodie", "asin": "B07485LJ17", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 1 left in stock - order soon."},
  {"title": "Women's 2 Piece Lounge Outfits Slim Short Sleeve Tops Low Rise Flare Leggings Sets Yoga Sweatsuit", "asin": "B0D3LSFB1Q", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Retro Lazy Style Hoodie for Women Fun Multi Angle Full Zip Hoodie Y2k Casual Sweatshirt Jacket Harajuku Streetwear", "asin": "B0BYS9NT27", "price": "$33.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Drawstring Zip Up Cute Hoodies Fall Jacket Oversized Casual Sweatshirts with Pocket", "asin": "B09D2GG395", "price": "$46.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Zip Up Hoodie Women Fall Fashion 2024 Long Sleeve Zip Up Lightweight Sweatshirts Loose Fit Workout Plain Hoodie", "asin": "B0DBR77Z5X", "price": "$11.99", "delivery": "$2.99 delivery May 5 - 14 Or fastest delivery Apr 29 - May 1"},
  {"title": "Women's Modal Soft Full-Zip Hoodies Casual Relaxed Fall Outfit Hooded Jacket with Pockets", "asin": "B0DJNV815Y", "price": "$36.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Active Long Sleeve Zip Up Hoodies with Pocket Hooded Sweatshirts Jackets", "asin": "B0995N4Z3Y", "price": "$19.99", "delivery": "FREE delivery Apr 28 - May 1 for Prime members"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0D17PKS9P", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 4 left in stock - order soon."},
  {"title": "Women Casual Double Fuzzy Sweatshirt Faux Fleece Zip Pullover Hoodies Coat Outwear S-XXL", "asin": "B08BYHJXDX", "price": "$27.19", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Zip Up Hoodies Long Sleeve Sweatshirts Fall Outfits Casual Oversized Full Zip Hooded Jacket 2025 Fashion", "asin": "B0D8NGTW78", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodie Women Long Sleeve Sweatshirts Fall Outfits 2025 Oversized Hoodies Casual Fashion Jackets", "asin": "B0D2TKWGSN", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Women Fleece Zip Up Crop Hoodies Sweatshirt Y2K Fall Trendy Long Sleeve Athletic Workout Pullover Jacket Sweater", "asin": "B0DK23PJQL", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Y2K Zip Up Cute Graphic Hoodies Cat Ears Casual Cartoon Harajuku Kawaii Clothes Oversize Streetwear Jacket", "asin": "B0DY1JYGX9", "price": "$19.88", "delivery": "FREE delivery Apr 30 - May 7"},
  {"title": "Women's Casual Color Block Long Sleeve Zip Up Hooded Sweatshirt Lightweight Hoodies Jacket with Pocket", "asin": "B09F9QC7TR", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Zip Up Hoodies Long Sleeve Fashion Sweatshirt Fleece Y2K Hooded Jacket 2025 Trendy Fall Winter Clothes", "asin": "B0D8BLLSMD", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Thin Fabric Long Sleeve Kangaroo Pocket Zip Up Hoodie", "asin": "B01MUGMS7Q", "price": "$25.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Goth Zip Up Hoodie Women Grunge Cross Graphic Jacket Y2k Aesthetic Zipper Hoodies Vintage Harajuku Sweatshirt Unisex", "asin": "B0DFRC3BM9", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Cropped Sweatshirts Casual Zip Jackets 2025 Fashion Trendy Spring Summer Outfits", "asin": "B0D2HLJ4XM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Lightweight Zip Up Hoodies for Women Hooded Sweatshirts Long Sleeve Thin Jacket with Zipper", "asin": "B09H2LPDYD", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Camo Zip Up Oversized Fleece Hoodie Long Sleeve Maple Leaf Print Hooded Jacket Baggy Hoodie with Pockets", "asin": "B0DNTJVX57", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Cardigan 2024 Winter Oversized Open Front Fleece Hooded Draped Pockets Jacket Coats", "asin": "B075HDPQGN", "price": "$40.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2k Leather Jacket Bowknot Bowtie Graphic Motorcycle Jacket Womens Vintage Crop Oversized Grunge Clothes", "asin": "B0CST4Q9MG", "price": "$62.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Short Sleeves Hoodie Jacket Full Zip Up Lightweight Sweatshirt Casual", "asin": "B0894LNWRR", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Men Zip Up Hoodie Y2k Vintage Graphic Oversized Sweatshirt Jacket Pullover Coats Gothic Streetwear", "asin": "B0CF9K8RBF", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Active Casual Thin Cotton Zip Up Hoodie Jacket", "asin": "B0BTP2RV3F", "price": "$19.99", "delivery": "FREE delivery Apr 30 - May 4 for Prime members"},
  {"title": "Women Kawaii Zip Up Hoodie Y2K Girly Cute Hooded Jacket Oversize Japanese Harajuku Sweet Embroidery Outerwear Hoodies", "asin": "B0CYY54W3K", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Grunge Skull Graphic Zip Up Hoodies Emo Goth Skeleton Jacket Long Sleeve", "asin": "B0DD3XH8MY", "price": "$37.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Waffle Cropped Zip Up Hoodie Fashion Casual Jacket Y2K Clothes S-XL", "asin": "B0DJVP4HJH", "price": "$15.39", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women Cute Bunny Ear Long Sleeve Fuzzy Fluffy Rabbit Tops Sweatshirt Hoodie Jacket Coats", "asin": "B092614QFR", "price": "$39.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Women's Hoodies & Sweatshirts XS-5XL", "asin": "B0D795XB9P", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Cropped Hoodies Long Sleeve Sweatshirts Casual Jackets Fall Fashion 2025 Winter Clothes", "asin": "B0DHP548N1", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2K Hoodie Women Men Graphic Hoodies Aesthetic Jacket Harajuku Oversized Sweatshirt Fashion Gothic Clothes.", "asin": "B0C997G6QZ", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Sweatshirts Fleece Lined Collar Crop Hoodie Casual Cotton Long Sleeve Tops with Thumb Hole", "asin": "B0B9R7QHFC", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Boslog Velvet Hoodies for Women, Long Sleeve Zip Sweatshirt Crop Top Jackets with Fur Hooded Drawstrings, Retro Y2k", "asin": "B0DNT8H6DT", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Half Zip Sweatshirt Denim Hoodie Pullover Jacket Jean Tops", "asin": "B0CZNLP2H6", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Cropped Hoodie Long Sleeve Casual Sweatshirt Jacket", "asin": "B0DCZFJ85Z", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Oversized Sweatshirt Casual Long Sleeve Coat with Oblique Zipper Sweater Jacket", "asin": "B0D8SX7RTR", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Preppy Star Zip Up Hoodies Y2K Graphic Vintage Jacket Harajuku Baggy Sweatshirts Alt Long Sleeve Clothes", "asin": "B0CJNWYDQR", "price": "$32.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Womens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMG639M", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Camo Hoodie Y2k Oversized Leopard Print Hoodie Vintage Long Sleeve Sweatshirts Pullover Jackets Streetwear", "asin": "B0DFLJJD9S", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Oversized Lightweight Hoodies for Women Full Zip Up Long Sleeve Drawstring Jackets", "asin": "B0D4YT7M81", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"}]
  <|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": "2025-04-23T17:33:19.852Z", // 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": "2025-04-18T16:57:08.708Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:20.280Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:25.030Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:05:36.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
  {"timestamp": "2025-04-18T17:13:12.365Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
  {"timestamp": "2025-04-18T17:23:21.840Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:23:39.445Z", "action": "purchase", "action_argument": "B00HZ6WFZA, B082QBYY9V"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T17:15:42.713Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:17:11.193Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:18:34.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:19:14.813Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:15.666Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:17.785Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:36.677Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:38.441Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:46.531Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:22:08.558Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:11.463Z", "action": "input", "action_argument": "jacket"}
  {"timestamp": "2025-04-23T17:22:12.381Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:51.226Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T17:24:24.135Z", "action": "click_product", "action_argument": "B0DC3N3BPL"}
  {"timestamp": "2025-04-23T17:24:30.437Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:39.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:43.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:25:39.694Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:26:46.268Z", "action": "click_product", "action_argument": "B0DBR77Z5X"}
  {"timestamp": "2025-04-23T17:27:02.188Z", "action": "click", "action_argument": "product_option"}
  <|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": "jacket"}],
  "cart_items": [{"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "price": "$6.99", "quantity": "1"},
  {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "price": "$15.59", "quantity": "1"}],
  "promotion_items": [{"title": "Tongluoye\nWomens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0CWG9VQ7Q", "price": "$35.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "quantity": ""},
  {"title": "Zeagoo\nWomen's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YW4PV3", "price": "$29.91", "quantity": ""},
  {"title": "GIVON\nWomens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMMV9RX", "price": "$28.99", "quantity": ""},
  {"title": "CLOVERY\nWomen's Casual Zip-up Hoodie Basic Long Sleeve Hoodie", "asin": "B07485LJ17", "price": "$33.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "quantity": ""},
  {"title": "MODARANI\nWomens Pullover Hoodie Sweatshirts Casual Tunic Tops Kangaroo Pocket Shirts Tie Dye&Floral Print", "asin": "B08J7Y2GX8", "price": "$25.72", "quantity": ""},
  {"title": "GIVON\nWomens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMMV9RX", "price": "$28.99", "quantity": ""},
  {"title": "H2H\nWomen's Slim Fit Zip Up & Pullover Hoodie Lightweight Long Sleeve Kangaroo Pocket Basic Casual Sweatshirt", "asin": "B07G7X56SZ", "price": "$29.89", "quantity": ""},
  {"title": "", "asin": "B087M2LLW7", "price": "", "quantity": ""},
  {"title": "THE GYM PEOPLE Thick High Waist Yoga Pants with Pockets, Tummy Control Workout Running Yoga Leggings for Women", "asin": "B07MNYCVPG", "price": "$28.99", "quantity": ""},
  {"title": "NEKOSI Womens Long Sleeve V Neck Hoodie Sweatshirts Lightweight Pullover Tops", "asin": "B07GXJC3V1", "price": "$27.99", "quantity": ""},
  {"title": "DOUBLJU Lightweight Thin Zip-Up Hoodie Jacket for Women with Plus Size", "asin": "B07B4QPVX7", "price": "$35.99", "quantity": ""},
  {"title": "H2H Women's Slim Fit Zip Up & Pullover Hoodie Lightweight Long Sleeve Kangaroo Pocket Basic Casual Sweatshirt", "asin": "B07G7TZQMH", "price": "$28.89", "quantity": ""},
  {"title": "Cottonhood Unisex Casual Short Sleeve Zip Hoodie, Lightweight Jersey Zip Up Hoodie for Men and Women", "asin": "B06Y1FJY8T", "price": "$24.63", "quantity": ""},
  {"title": "Flygo Women Winter Hoodies Zip Up Fleece Sherpa Lined Warm Sweatshirts Jacket", "asin": "B07H7G68J1", "price": "$36.98", "quantity": ""},
  {"title": "Abonlen Ribbed Hoodies for Women Lightweight Full Zip Up Jackets Long Sleeves Tops Fitted Cropped Sweatshirt", "asin": "B0DNZ9W3XQ", "price": "$29.90", "quantity": ""},
  {"title": "LYHIPSS Women's Oversized Lightweight Hoodies for Women Full Zip Up Long Sleeve Drawstring Jackets", "asin": "B0CCVF5L89", "price": "$29.99", "quantity": ""},
  {"title": "Zeagoo Women's Oversized Zip Up Hoodies Fleece Jacket Casual 2025 Fall Winter Sweatshirts Y2K Hoodies", "asin": "B0C68JWFJH", "price": "$27.99", "quantity": ""},
  {"title": "Rechargeable Xbox Controller Battery Pack, Play & Charge Kit for Xbox One/Xbox Series X|S - 40H Playtime, 2.5H Full Charge, with Cover & Charging Cable, Xbox Accessories for Xbox One S/One X/One Elite", "asin": "/promo/A26YFMUYVOT5Y", "price": "$24.99", "quantity": ""},
  {"title": "Zeagoo Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0CLGVGWFC", "price": "$29.91", "quantity": ""},
  {"title": "Nimsruc Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D7Q5Y1J1", "price": "$19.99", "quantity": ""},
  {"title": "EKIYVO 2025 Spring Women's Drawstring Zip Up Cute Hoodies Soft Jacket Plus Size Casual Sweatshirts with Pocket", "asin": "B0DBZ7R46Z", "price": "$15.39", "quantity": ""}],
  "ads": [{"title": "Onyx Unisex Belt Pack Manual Inflatable Life Jacket (PFD)", "asin": "B07HPWN2S4"},
  {"title": "Onyx A/M-24 Deluxe Automatic/Manual Inflatable Life Jacket, U.S. Coast Guard Approved, Low Profile, Compact Design, Manual Convertible Inflation Option", "asin": "B0CGZ38DBN"},
  {"title": "Onyx A/M-24 Automatic/Manual Inflatable Life Jacket, U.S. Coast Guard Approved, Low Profile, Compact Design, Manual Convertible Inflation Option", "asin": "B00NXVUM60"}],
  "search_results": [{"title": "Women Casual Full Zip Up Hoodie Basic Lightweight Long Sleeve Sweatshirt Solid Color Jacket With Pockets", "asin": "B0D676BC2Y", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Full Zip Up Oversized Drawstring Hooded Sweatshirt Casual Jacket Coat with Pockets", "asin": "B0DJ8QQDDR", "price": "$16.99", "delivery": "FREE delivery Sat, Apr 26 Only 3 left in stock - order soon."},
  {"title": "Zip Up Hoodie Women Oversized Sweatshirt Long Sleeve 2025 Fall Outfit Lightweight Jackets Workout Clothes", "asin": "B0DLBBBQBX", "price": "$27.98", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YW4PV3", "price": "$29.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Cropped Hoodie Women Zip Up Long Sleeve Sweatshirts Casual Fashion Hooded Workout Jacket Crop Top", "asin": "B0BMQ16YNV", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Cardigan Sweatshirts for Women Long Sleeve Lightweight Hoodie Oversized Casual Hoodies Sweater Fashion Jackets", "asin": "B0D5L8MHDR", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodie Women Cropped Sweatshirts Lace Halter Long Sleeve Corset Hoodie Trendy Jackets Y2K Outfits", "asin": "B0DHXYR77X", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Clothing Zip Up Hoodies XS-5XL Fashion Sweatshirts Clothes Fall Pullover Tops", "asin": "B0D797YGNM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Long Sleeve Sweatshirts Zip up Tops Full-zip Hoodies Fall Outfits", "asin": "B0DFLW95NX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Faux Fur Trim Hoodies for Women, Y2k Long Sleeve Cropped Sweatshirt, Zip Up Jacket with Fur Hood Vintage Outfit", "asin": "B0DLKQV7DZ", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Causal Basic Simple Zip Up Hoodie Sweat Jacket", "asin": "B0CHWF9GD1", "price": "$16.99", "delivery": "FREE delivery Apr 28 - 30"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D56FLW9F", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Oversized Zip Up Hoodies Loose Long Sleeve Zipper Hooded Sweatshirt Casual Solid Jackets with Pockets", "asin": "B0DR8Q56J9", "price": "$18.99", "delivery": "FREE delivery May 14 - 23"},
  {"title": "Women's Color Block Zip Up Hoodie Sweatshirt Casual Long Sleeve Jacket Sweater with Pockets", "asin": "B0D8LC3KJZ", "price": "$14.99", "delivery": "FREE delivery Sat, Apr 26 Only 2 left in stock - order soon."},
  {"title": "Womens Full-Zip Hoodies Casual Long Sleeve Sweatshirt with Pockets", "asin": "B0B5BYWTLM", "price": "$26.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Women's Hoodie Jacket Sweatshirt - Casual Full Zip Up Long Sleeve Slim Fit Workout Basic Active Hooded Top", "asin": "B08TFJ4D13", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2k Spider Print Hoodies Hip Hop Zipper Long Sleeve Jacket Coats Harajuku Casual Loose Hooded Sweatshirt", "asin": "B0CJ34GQK4", "price": "$19.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Full Zipper Hoodies Fleece Lined Collar Pullover Cozy Long Sleeve Sweatshirts", "asin": "B0DBVCJDXB", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Y2k Zip Up Hoodie Fur Hooded Jacket Graphic Hoodie Grunge 2000s Clothing for Women Crop Winter Coats Streetwear", "asin": "B0DMLB4FDW", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Oversized Sweatshirt for Women Loose Fit Casual Long Sleeve Button Hooded Sweatshirts Hoodies with Pocket", "asin": "B0D6XVZTPK", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women Full Sleeve Outer Wear Zip Up Hoodie Casual Sweatshirt Jacket", "asin": "B08KWJ4H95", "price": "$14.50", "delivery": "FREE delivery May 1 - 2 Only 3 left in stock - order soon."},
  {"title": "Light Weight Zip Up Hoodie Thin Summer Jacket For Women", "asin": "B0D9KRBNTH", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Only 3 left in stock - order soon."},
  {"title": "Women's Casual Zip-up Hoodie Basic Long Sleeve Hoodie", "asin": "B07485LJ17", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 1 left in stock - order soon."},
  {"title": "Women's 2 Piece Lounge Outfits Slim Short Sleeve Tops Low Rise Flare Leggings Sets Yoga Sweatsuit", "asin": "B0D3LSFB1Q", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Retro Lazy Style Hoodie for Women Fun Multi Angle Full Zip Hoodie Y2k Casual Sweatshirt Jacket Harajuku Streetwear", "asin": "B0BYS9NT27", "price": "$33.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Drawstring Zip Up Cute Hoodies Fall Jacket Oversized Casual Sweatshirts with Pocket", "asin": "B09D2GG395", "price": "$46.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Zip Up Hoodie Women Fall Fashion 2024 Long Sleeve Zip Up Lightweight Sweatshirts Loose Fit Workout Plain Hoodie", "asin": "B0DBR77Z5X", "price": "$11.99", "delivery": "$2.99 delivery May 5 - 14 Or fastest delivery Apr 29 - May 1"},
  {"title": "Women's Modal Soft Full-Zip Hoodies Casual Relaxed Fall Outfit Hooded Jacket with Pockets", "asin": "B0DJNV815Y", "price": "$36.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Active Long Sleeve Zip Up Hoodies with Pocket Hooded Sweatshirts Jackets", "asin": "B0995N4Z3Y", "price": "$19.99", "delivery": "FREE delivery Apr 28 - May 1 for Prime members"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0D17PKS9P", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 4 left in stock - order soon."},
  {"title": "Women Casual Double Fuzzy Sweatshirt Faux Fleece Zip Pullover Hoodies Coat Outwear S-XXL", "asin": "B08BYHJXDX", "price": "$27.19", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Zip Up Hoodies Long Sleeve Sweatshirts Fall Outfits Casual Oversized Full Zip Hooded Jacket 2025 Fashion", "asin": "B0D8NGTW78", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodie Women Long Sleeve Sweatshirts Fall Outfits 2025 Oversized Hoodies Casual Fashion Jackets", "asin": "B0D2TKWGSN", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Women Fleece Zip Up Crop Hoodies Sweatshirt Y2K Fall Trendy Long Sleeve Athletic Workout Pullover Jacket Sweater", "asin": "B0DK23PJQL", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Y2K Zip Up Cute Graphic Hoodies Cat Ears Casual Cartoon Harajuku Kawaii Clothes Oversize Streetwear Jacket", "asin": "B0DY1JYGX9", "price": "$19.88", "delivery": "FREE delivery Apr 30 - May 7"},
  {"title": "Women's Casual Color Block Long Sleeve Zip Up Hooded Sweatshirt Lightweight Hoodies Jacket with Pocket", "asin": "B09F9QC7TR", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Zip Up Hoodies Long Sleeve Fashion Sweatshirt Fleece Y2K Hooded Jacket 2025 Trendy Fall Winter Clothes", "asin": "B0D8BLLSMD", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Thin Fabric Long Sleeve Kangaroo Pocket Zip Up Hoodie", "asin": "B01MUGMS7Q", "price": "$25.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Goth Zip Up Hoodie Women Grunge Cross Graphic Jacket Y2k Aesthetic Zipper Hoodies Vintage Harajuku Sweatshirt Unisex", "asin": "B0DFRC3BM9", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Cropped Sweatshirts Casual Zip Jackets 2025 Fashion Trendy Spring Summer Outfits", "asin": "B0D2HLJ4XM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Lightweight Zip Up Hoodies for Women Hooded Sweatshirts Long Sleeve Thin Jacket with Zipper", "asin": "B09H2LPDYD", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Camo Zip Up Oversized Fleece Hoodie Long Sleeve Maple Leaf Print Hooded Jacket Baggy Hoodie with Pockets", "asin": "B0DNTJVX57", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Cardigan 2024 Winter Oversized Open Front Fleece Hooded Draped Pockets Jacket Coats", "asin": "B075HDPQGN", "price": "$40.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2k Leather Jacket Bowknot Bowtie Graphic Motorcycle Jacket Womens Vintage Crop Oversized Grunge Clothes", "asin": "B0CST4Q9MG", "price": "$62.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Short Sleeves Hoodie Jacket Full Zip Up Lightweight Sweatshirt Casual", "asin": "B0894LNWRR", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Men Zip Up Hoodie Y2k Vintage Graphic Oversized Sweatshirt Jacket Pullover Coats Gothic Streetwear", "asin": "B0CF9K8RBF", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Active Casual Thin Cotton Zip Up Hoodie Jacket", "asin": "B0BTP2RV3F", "price": "$19.99", "delivery": "FREE delivery Apr 30 - May 4 for Prime members"},
  {"title": "Women Kawaii Zip Up Hoodie Y2K Girly Cute Hooded Jacket Oversize Japanese Harajuku Sweet Embroidery Outerwear Hoodies", "asin": "B0CYY54W3K", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Grunge Skull Graphic Zip Up Hoodies Emo Goth Skeleton Jacket Long Sleeve", "asin": "B0DD3XH8MY", "price": "$37.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Waffle Cropped Zip Up Hoodie Fashion Casual Jacket Y2K Clothes S-XL", "asin": "B0DJVP4HJH", "price": "$15.39", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women Cute Bunny Ear Long Sleeve Fuzzy Fluffy Rabbit Tops Sweatshirt Hoodie Jacket Coats", "asin": "B092614QFR", "price": "$39.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Women's Hoodies & Sweatshirts XS-5XL", "asin": "B0D795XB9P", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Cropped Hoodies Long Sleeve Sweatshirts Casual Jackets Fall Fashion 2025 Winter Clothes", "asin": "B0DHP548N1", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2K Hoodie Women Men Graphic Hoodies Aesthetic Jacket Harajuku Oversized Sweatshirt Fashion Gothic Clothes.", "asin": "B0C997G6QZ", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Sweatshirts Fleece Lined Collar Crop Hoodie Casual Cotton Long Sleeve Tops with Thumb Hole", "asin": "B0B9R7QHFC", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Boslog Velvet Hoodies for Women, Long Sleeve Zip Sweatshirt Crop Top Jackets with Fur Hooded Drawstrings, Retro Y2k", "asin": "B0DNT8H6DT", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Half Zip Sweatshirt Denim Hoodie Pullover Jacket Jean Tops", "asin": "B0CZNLP2H6", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Cropped Hoodie Long Sleeve Casual Sweatshirt Jacket", "asin": "B0DCZFJ85Z", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Oversized Sweatshirt Casual Long Sleeve Coat with Oblique Zipper Sweater Jacket", "asin": "B0D8SX7RTR", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Preppy Star Zip Up Hoodies Y2K Graphic Vintage Jacket Harajuku Baggy Sweatshirts Alt Long Sleeve Clothes", "asin": "B0CJNWYDQR", "price": "$32.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Womens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMG639M", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Camo Hoodie Y2k Oversized Leopard Print Hoodie Vintage Long Sleeve Sweatshirts Pullover Jackets Streetwear", "asin": "B0DFLJJD9S", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Oversized Lightweight Hoodies for Women Full Zip Up Long Sleeve Drawstring Jackets", "asin": "B0D4YT7M81", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"}]
  <|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": "2025-04-23T17:33:19.852Z", // 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": "2025-04-18T16:57:08.708Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:20.280Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T16:57:25.030Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:05:36.945Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
  {"timestamp": "2025-04-18T17:13:12.365Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
  {"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
  {"timestamp": "2025-04-18T17:23:21.840Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-18T17:23:39.445Z", "action": "purchase", "action_argument": "B00HZ6WFZA, B082QBYY9V"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T17:15:42.713Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:17:11.193Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:18:34.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T17:19:14.813Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:15.666Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:17.785Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:36.677Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:38.441Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:19:46.531Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T17:22:08.558Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:11.463Z", "action": "input", "action_argument": "jacket"}
  {"timestamp": "2025-04-23T17:22:12.381Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T17:22:51.226Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-23T17:24:24.135Z", "action": "click_product", "action_argument": "B0DC3N3BPL"}
  {"timestamp": "2025-04-23T17:24:30.437Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:39.552Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:24:43.097Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T17:25:39.694Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T17:26:46.268Z", "action": "click_product", "action_argument": "B0DBR77Z5X"}
  {"timestamp": "2025-04-23T17:27:02.188Z", "action": "click", "action_argument": "product_option"}
  <|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": "jacket"}],
  "cart_items": [{"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "price": "$6.99", "quantity": "1"},
  {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "price": "$15.59", "quantity": "1"}],
  "promotion_items": [{"title": "Tongluoye\nWomens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0CWG9VQ7Q", "price": "$35.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "quantity": ""},
  {"title": "Zeagoo\nWomen's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YW4PV3", "price": "$29.91", "quantity": ""},
  {"title": "GIVON\nWomens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMMV9RX", "price": "$28.99", "quantity": ""},
  {"title": "CLOVERY\nWomen's Casual Zip-up Hoodie Basic Long Sleeve Hoodie", "asin": "B07485LJ17", "price": "$33.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "quantity": ""},
  {"title": "MODARANI\nWomens Pullover Hoodie Sweatshirts Casual Tunic Tops Kangaroo Pocket Shirts Tie Dye&Floral Print", "asin": "B08J7Y2GX8", "price": "$25.72", "quantity": ""},
  {"title": "GIVON\nWomens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMMV9RX", "price": "$28.99", "quantity": ""},
  {"title": "H2H\nWomen's Slim Fit Zip Up & Pullover Hoodie Lightweight Long Sleeve Kangaroo Pocket Basic Casual Sweatshirt", "asin": "B07G7X56SZ", "price": "$29.89", "quantity": ""},
  {"title": "", "asin": "B087M2LLW7", "price": "", "quantity": ""},
  {"title": "THE GYM PEOPLE Thick High Waist Yoga Pants with Pockets, Tummy Control Workout Running Yoga Leggings for Women", "asin": "B07MNYCVPG", "price": "$28.99", "quantity": ""},
  {"title": "NEKOSI Womens Long Sleeve V Neck Hoodie Sweatshirts Lightweight Pullover Tops", "asin": "B07GXJC3V1", "price": "$27.99", "quantity": ""},
  {"title": "DOUBLJU Lightweight Thin Zip-Up Hoodie Jacket for Women with Plus Size", "asin": "B07B4QPVX7", "price": "$35.99", "quantity": ""},
  {"title": "H2H Women's Slim Fit Zip Up & Pullover Hoodie Lightweight Long Sleeve Kangaroo Pocket Basic Casual Sweatshirt", "asin": "B07G7TZQMH", "price": "$28.89", "quantity": ""},
  {"title": "Cottonhood Unisex Casual Short Sleeve Zip Hoodie, Lightweight Jersey Zip Up Hoodie for Men and Women", "asin": "B06Y1FJY8T", "price": "$24.63", "quantity": ""},
  {"title": "Flygo Women Winter Hoodies Zip Up Fleece Sherpa Lined Warm Sweatshirts Jacket", "asin": "B07H7G68J1", "price": "$36.98", "quantity": ""},
  {"title": "Abonlen Ribbed Hoodies for Women Lightweight Full Zip Up Jackets Long Sleeves Tops Fitted Cropped Sweatshirt", "asin": "B0DNZ9W3XQ", "price": "$29.90", "quantity": ""},
  {"title": "LYHIPSS Women's Oversized Lightweight Hoodies for Women Full Zip Up Long Sleeve Drawstring Jackets", "asin": "B0CCVF5L89", "price": "$29.99", "quantity": ""},
  {"title": "Zeagoo Women's Oversized Zip Up Hoodies Fleece Jacket Casual 2025 Fall Winter Sweatshirts Y2K Hoodies", "asin": "B0C68JWFJH", "price": "$27.99", "quantity": ""},
  {"title": "Rechargeable Xbox Controller Battery Pack, Play & Charge Kit for Xbox One/Xbox Series X|S - 40H Playtime, 2.5H Full Charge, with Cover & Charging Cable, Xbox Accessories for Xbox One S/One X/One Elite", "asin": "/promo/A26YFMUYVOT5Y", "price": "$24.99", "quantity": ""},
  {"title": "Zeagoo Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0CLGVGWFC", "price": "$29.91", "quantity": ""},
  {"title": "Nimsruc Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D7Q5Y1J1", "price": "$19.99", "quantity": ""},
  {"title": "EKIYVO 2025 Spring Women's Drawstring Zip Up Cute Hoodies Soft Jacket Plus Size Casual Sweatshirts with Pocket", "asin": "B0DBZ7R46Z", "price": "$15.39", "quantity": ""}],
  "ads": [{"title": "Onyx Unisex Belt Pack Manual Inflatable Life Jacket (PFD)", "asin": "B07HPWN2S4"},
  {"title": "Onyx A/M-24 Deluxe Automatic/Manual Inflatable Life Jacket, U.S. Coast Guard Approved, Low Profile, Compact Design, Manual Convertible Inflation Option", "asin": "B0CGZ38DBN"},
  {"title": "Onyx A/M-24 Automatic/Manual Inflatable Life Jacket, U.S. Coast Guard Approved, Low Profile, Compact Design, Manual Convertible Inflation Option", "asin": "B00NXVUM60"}],
  "search_results": [{"title": "Women Casual Full Zip Up Hoodie Basic Lightweight Long Sleeve Sweatshirt Solid Color Jacket With Pockets", "asin": "B0D676BC2Y", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Full Zip Up Oversized Drawstring Hooded Sweatshirt Casual Jacket Coat with Pockets", "asin": "B0DJ8QQDDR", "price": "$16.99", "delivery": "FREE delivery Sat, Apr 26 Only 3 left in stock - order soon."},
  {"title": "Zip Up Hoodie Women Oversized Sweatshirt Long Sleeve 2025 Fall Outfit Lightweight Jackets Workout Clothes", "asin": "B0DLBBBQBX", "price": "$27.98", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YW4PV3", "price": "$29.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Cropped Hoodie Women Zip Up Long Sleeve Sweatshirts Casual Fashion Hooded Workout Jacket Crop Top", "asin": "B0BMQ16YNV", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Cardigan Sweatshirts for Women Long Sleeve Lightweight Hoodie Oversized Casual Hoodies Sweater Fashion Jackets", "asin": "B0D5L8MHDR", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodie Women Cropped Sweatshirts Lace Halter Long Sleeve Corset Hoodie Trendy Jackets Y2K Outfits", "asin": "B0DHXYR77X", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Clothing Zip Up Hoodies XS-5XL Fashion Sweatshirts Clothes Fall Pullover Tops", "asin": "B0D797YGNM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Long Sleeve Sweatshirts Zip up Tops Full-zip Hoodies Fall Outfits", "asin": "B0DFLW95NX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Faux Fur Trim Hoodies for Women, Y2k Long Sleeve Cropped Sweatshirt, Zip Up Jacket with Fur Hood Vintage Outfit", "asin": "B0DLKQV7DZ", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Causal Basic Simple Zip Up Hoodie Sweat Jacket", "asin": "B0CHWF9GD1", "price": "$16.99", "delivery": "FREE delivery Apr 28 - 30"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D56FLW9F", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Oversized Zip Up Hoodies Loose Long Sleeve Zipper Hooded Sweatshirt Casual Solid Jackets with Pockets", "asin": "B0DR8Q56J9", "price": "$18.99", "delivery": "FREE delivery May 14 - 23"},
  {"title": "Women's Color Block Zip Up Hoodie Sweatshirt Casual Long Sleeve Jacket Sweater with Pockets", "asin": "B0D8LC3KJZ", "price": "$14.99", "delivery": "FREE delivery Sat, Apr 26 Only 2 left in stock - order soon."},
  {"title": "Womens Full-Zip Hoodies Casual Long Sleeve Sweatshirt with Pockets", "asin": "B0B5BYWTLM", "price": "$26.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Women's Hoodie Jacket Sweatshirt - Casual Full Zip Up Long Sleeve Slim Fit Workout Basic Active Hooded Top", "asin": "B08TFJ4D13", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2k Spider Print Hoodies Hip Hop Zipper Long Sleeve Jacket Coats Harajuku Casual Loose Hooded Sweatshirt", "asin": "B0CJ34GQK4", "price": "$19.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Full Zipper Hoodies Fleece Lined Collar Pullover Cozy Long Sleeve Sweatshirts", "asin": "B0DBVCJDXB", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Y2k Zip Up Hoodie Fur Hooded Jacket Graphic Hoodie Grunge 2000s Clothing for Women Crop Winter Coats Streetwear", "asin": "B0DMLB4FDW", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Oversized Sweatshirt for Women Loose Fit Casual Long Sleeve Button Hooded Sweatshirts Hoodies with Pocket", "asin": "B0D6XVZTPK", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6JRN1Z", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women Full Sleeve Outer Wear Zip Up Hoodie Casual Sweatshirt Jacket", "asin": "B08KWJ4H95", "price": "$14.50", "delivery": "FREE delivery May 1 - 2 Only 3 left in stock - order soon."},
  {"title": "Light Weight Zip Up Hoodie Thin Summer Jacket For Women", "asin": "B0D9KRBNTH", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Only 3 left in stock - order soon."},
  {"title": "Women's Casual Zip-up Hoodie Basic Long Sleeve Hoodie", "asin": "B07485LJ17", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 1 left in stock - order soon."},
  {"title": "Women's 2 Piece Lounge Outfits Slim Short Sleeve Tops Low Rise Flare Leggings Sets Yoga Sweatsuit", "asin": "B0D3LSFB1Q", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Retro Lazy Style Hoodie for Women Fun Multi Angle Full Zip Hoodie Y2k Casual Sweatshirt Jacket Harajuku Streetwear", "asin": "B0BYS9NT27", "price": "$33.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Drawstring Zip Up Cute Hoodies Fall Jacket Oversized Casual Sweatshirts with Pocket", "asin": "B09D2GG395", "price": "$46.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Zip Up Hoodie Women Fall Fashion 2024 Long Sleeve Zip Up Lightweight Sweatshirts Loose Fit Workout Plain Hoodie", "asin": "B0DBR77Z5X", "price": "$11.99", "delivery": "$2.99 delivery May 5 - 14 Or fastest delivery Apr 29 - May 1"},
  {"title": "Women's Modal Soft Full-Zip Hoodies Casual Relaxed Fall Outfit Hooded Jacket with Pockets", "asin": "B0DJNV815Y", "price": "$36.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Active Long Sleeve Zip Up Hoodies with Pocket Hooded Sweatshirts Jackets", "asin": "B0995N4Z3Y", "price": "$19.99", "delivery": "FREE delivery Apr 28 - May 1 for Prime members"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0D17PKS9P", "price": "$33.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 4 left in stock - order soon."},
  {"title": "Women Casual Double Fuzzy Sweatshirt Faux Fleece Zip Pullover Hoodies Coat Outwear S-XXL", "asin": "B08BYHJXDX", "price": "$27.19", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Zip Up Hoodies Long Sleeve Sweatshirts Fall Outfits Casual Oversized Full Zip Hooded Jacket 2025 Fashion", "asin": "B0D8NGTW78", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodie Women Long Sleeve Sweatshirts Fall Outfits 2025 Oversized Hoodies Casual Fashion Jackets", "asin": "B0D2TKWGSN", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "Women Fleece Zip Up Crop Hoodies Sweatshirt Y2K Fall Trendy Long Sleeve Athletic Workout Pullover Jacket Sweater", "asin": "B0DK23PJQL", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Y2K Zip Up Cute Graphic Hoodies Cat Ears Casual Cartoon Harajuku Kawaii Clothes Oversize Streetwear Jacket", "asin": "B0DY1JYGX9", "price": "$19.88", "delivery": "FREE delivery Apr 30 - May 7"},
  {"title": "Women's Casual Color Block Long Sleeve Zip Up Hooded Sweatshirt Lightweight Hoodies Jacket with Pocket", "asin": "B09F9QC7TR", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Zip Up Hoodies Long Sleeve Fashion Sweatshirt Fleece Y2K Hooded Jacket 2025 Trendy Fall Winter Clothes", "asin": "B0D8BLLSMD", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Thin Fabric Long Sleeve Kangaroo Pocket Zip Up Hoodie", "asin": "B01MUGMS7Q", "price": "$25.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Goth Zip Up Hoodie Women Grunge Cross Graphic Jacket Y2k Aesthetic Zipper Hoodies Vintage Harajuku Sweatshirt Unisex", "asin": "B0DFRC3BM9", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Cropped Sweatshirts Casual Zip Jackets 2025 Fashion Trendy Spring Summer Outfits", "asin": "B0D2HLJ4XM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Lightweight Zip Up Hoodies for Women Hooded Sweatshirts Long Sleeve Thin Jacket with Zipper", "asin": "B09H2LPDYD", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Camo Zip Up Oversized Fleece Hoodie Long Sleeve Maple Leaf Print Hooded Jacket Baggy Hoodie with Pockets", "asin": "B0DNTJVX57", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Cardigan 2024 Winter Oversized Open Front Fleece Hooded Draped Pockets Jacket Coats", "asin": "B075HDPQGN", "price": "$40.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2k Leather Jacket Bowknot Bowtie Graphic Motorcycle Jacket Womens Vintage Crop Oversized Grunge Clothes", "asin": "B0CST4Q9MG", "price": "$62.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Short Sleeves Hoodie Jacket Full Zip Up Lightweight Sweatshirt Casual", "asin": "B0894LNWRR", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Men Zip Up Hoodie Y2k Vintage Graphic Oversized Sweatshirt Jacket Pullover Coats Gothic Streetwear", "asin": "B0CF9K8RBF", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Active Casual Thin Cotton Zip Up Hoodie Jacket", "asin": "B0BTP2RV3F", "price": "$19.99", "delivery": "FREE delivery Apr 30 - May 4 for Prime members"},
  {"title": "Women Kawaii Zip Up Hoodie Y2K Girly Cute Hooded Jacket Oversize Japanese Harajuku Sweet Embroidery Outerwear Hoodies", "asin": "B0CYY54W3K", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Grunge Skull Graphic Zip Up Hoodies Emo Goth Skeleton Jacket Long Sleeve", "asin": "B0DD3XH8MY", "price": "$37.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Waffle Cropped Zip Up Hoodie Fashion Casual Jacket Y2K Clothes S-XL", "asin": "B0DJVP4HJH", "price": "$15.39", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women Cute Bunny Ear Long Sleeve Fuzzy Fluffy Rabbit Tops Sweatshirt Hoodie Jacket Coats", "asin": "B092614QFR", "price": "$39.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Women's Hoodies & Sweatshirts XS-5XL", "asin": "B0D795XB9P", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Cropped Hoodies Long Sleeve Sweatshirts Casual Jackets Fall Fashion 2025 Winter Clothes", "asin": "B0DHP548N1", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Y2K Hoodie Women Men Graphic Hoodies Aesthetic Jacket Harajuku Oversized Sweatshirt Fashion Gothic Clothes.", "asin": "B0C997G6QZ", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Sweatshirts Fleece Lined Collar Crop Hoodie Casual Cotton Long Sleeve Tops with Thumb Hole", "asin": "B0B9R7QHFC", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Boslog Velvet Hoodies for Women, Long Sleeve Zip Sweatshirt Crop Top Jackets with Fur Hooded Drawstrings, Retro Y2k", "asin": "B0DNT8H6DT", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Half Zip Sweatshirt Denim Hoodie Pullover Jacket Jean Tops", "asin": "B0CZNLP2H6", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Cropped Hoodie Long Sleeve Casual Sweatshirt Jacket", "asin": "B0DCZFJ85Z", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Oversized Sweatshirt Casual Long Sleeve Coat with Oblique Zipper Sweater Jacket", "asin": "B0D8SX7RTR", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Preppy Star Zip Up Hoodies Y2K Graphic Vintage Jacket Harajuku Baggy Sweatshirts Alt Long Sleeve Clothes", "asin": "B0CJNWYDQR", "price": "$32.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Womens Slim Fit Zip Up Hoodie Short Sleeve Thin Jacket Full Zip Sweatshirt with Plus Size", "asin": "B08CMG639M", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Camo Hoodie Y2k Oversized Leopard Print Hoodie Vintage Long Sleeve Sweatshirts Pullover Jackets Streetwear", "asin": "B0DFLJJD9S", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Oversized Lightweight Hoodies for Women Full Zip Up Long Sleeve Drawstring Jackets", "asin": "B0D4YT7M81", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"}]
  <|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": "2025-04-23T17:33:19.852Z", // 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>
  