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"}
  {"timestamp": "2025-04-23T17:33:19.852Z", "action": "click", "action_argument": "page_related"}
  <|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": "B0D2KK9TZG", "price": "$33.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B08H8JFX2R", "price": "$24.99", "quantity": ""},
  {"title": "Zeagoo\nWomen's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YWPZBQ", "price": "$29.91", "quantity": ""},
  {"title": "Fisoew\nWomen's Sleeveless Zip Up Hoodies Casual Loose Fit Drawstring Sweatshirts Lightweight Jackets Vest with Pockets", "asin": "B0DMNMP36P", "price": "$28.88", "quantity": ""},
  {"title": "", "asin": "B08CN41FHN", "price": "", "quantity": ""},
  {"title": "Yimoon\nZip Up Hoodie Women Cropped Casual Sweatshirts Workout Long Sleeve Drawstring Hooded Jacket Crop Tops", "asin": "B08B8KN84B", "price": "$26.99", "quantity": ""},
  {"title": "INFITTY\nWomen's Casual Color Block Long Sleeve Zip Up Hooded Sweatshirt Lightweight Hoodies Jacket with Pocket", "asin": "B0C6LX5N6N", "price": "$29.99", "quantity": ""},
  {"title": "Nimsruc\nZip Up Hoodies For Women Long Sleeve Casual", "asin": "B0CC5K42K4", "price": "$19.99", "quantity": ""},
  {"title": "MISS MOLY\nWomen's Sleeveless Hoodies Sweatshirt Basic Solid Zip Up Vest Hoodie", "asin": "B092279CPT", "price": "$36.99", "quantity": ""},
  {"title": "Zeagoo\nZip Up Hoodies For Women Long Sleeve Oversized Sweatshirts Casual Lightweight Fleece Jackets With Pockets", "asin": "B0D5CJ8VN2", "price": "$35.99", "quantity": ""}],
  "ads": [{"title": "ODODOS Women's Modal Soft Full-Zip Cropped Hoodies with Pockets Long Sleeve Crop Casual Sweatshirts", "asin": "B0DCNM7T7J"},
  {"title": "ODODOS Women's Modal Soft Oversized Hoodies Long Sleeve Hooded Sweatshirts Pullover Top with Kangaroo Pocket", "asin": "B0DK1GRQBL"}],
  "search_results": [{"title": "Men's Zip Up Hoodie Athletic Hoodies Long Sleeve Fleece Hooded Sweatshirts Lightweigt With Pockets (S-3XL)", "asin": "B0D41TZKTT", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D56DQ7LT", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Hoodies Full Zip Up Oversized Drawstring Hooded Sweatshirt Casual Jacket Coat with Pockets", "asin": "B0DJ8R8C3D", "price": "$19.99", "delivery": "FREE delivery Sat, Apr 26 Only 1 left in stock - order soon."},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B08H8JFX2R", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Sherpa Pullover Sweater Fuzzy Fleece Sweatshirt Oversized Hoodie Cozy Outerwear with Pockets", "asin": "B0BBG5QPYK", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Plus Size Zip Front Hoodie Jacket Long Oversized Fleece Jacket", "asin": "B0127ZDG2O", "price": "$36.99", "delivery": "FREE delivery May 2 - 5"},
  {"title": "Women's Zip Up Hoodies Drawstring Long Sleeve Casual Sweatshirt Jacket with Pockets", "asin": "B0D62QBJK3", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Drawstring Long Sleeve Sweatshirt Casual Jacket", "asin": "B0DCBNNR8V", "price": "$9.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Long Sleeve Crop Top Half Zip Up Cropped Jacket with Hood for Women", "asin": "B088LB667H", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Corduroy Knit Hoodies Zip Up Shirt Jacket Slouchy Short Jackets Casual Long Sleeve Shackets", "asin": "B0D4MDH2KQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Causal Basic Simple Zip Up Hoodie Sweat Jacket", "asin": "B0CHWDG3VN", "price": "$16.99", "delivery": "FREE delivery Apr 28 - 30"},
  {"title": "Women's Fashion Color Casual Office Comfy Zip Up Bomber Jacket Made in USA", "asin": "B06Y4C1927", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 4 left in stock (more on the way)."},
  {"title": "Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YWPZBQ", "price": "$29.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Women's Hoodies & Sweatshirts XS-5XL", "asin": "B0D7927DSQ", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Plus Size Sweatshirt Letter Graphic Zip Up Drawstring Hoodies Long Sleeve Jacket", "asin": "B0DDPS9Y8Z", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 1 left in stock - order soon."},
  {"title": "Women's Full Zip Hoodie - Lightweight Jacket Active Sweater Hooded Sweatshirt Slim Fitting Yoga Activewear", "asin": "B0CFJ2V188", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Camo Hoodie Zip Up Drawstring Long Sleeve Hooded Vintage Sweatshirt Jacket", "asin": "B0DPZ8TPRW", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Long Sleeve Drawstring Full Zip Hooded Jacket Crop Sweatshirt", "asin": "B0BFVL41L7", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Cropped Zip Hoodie Hooded Sweatshirt", "asin": "B09XQKNLQX", "price": "$8.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Letter Print Drawstring Long Sleeve Sweatshirt Jacket with Pocket", "asin": "B0D17C4VN4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0D2KK9TZG", "price": "$33.99", "delivery": "FREE delivery Sat, Apr 26 Only 2 left in stock - order soon."},
  {"title": "Women's Long Sleeve Drawstring Full Zip Hooded Jacket Crop Sweatshirt", "asin": "B09XTSNFJ6", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Full Sleeve Outer Wear Zip Up Hoodie Casual Sweatshirt Jacket", "asin": "B08KYBXDX6", "price": "$14.50", "delivery": "FREE delivery Thu, May 1 Only 2 left in stock - order soon."},
  {"title": "Color Stripes Zip up Hoodies for Women, Monet Art Sport Sweatshirt Women Ladies Hooded Tops for Spring Fall", "asin": "B0CSCYB4B5", "price": "$35.99", "delivery": "$7 delivery May 15 - Jun 2 Or fastest delivery May 6 - 9"},
  {"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": "Women Y2K Skull Hoodie Graphic Zip Up Grunge Aesthetic Hoodies Casual Vintage Oversized Sweatshirt Harajuku Jacket", "asin": "B0D11CGPGH", "price": "$26.99", "delivery": "$8.99 delivery May 2 - 5"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0CWGW756G", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Hooded Sweatshirt Casual Soft Brushed Fleece Hoody Drop Shoulder Full Zip Up Hoodie Size S-2XL", "asin": "B08G16XWJX", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Glow Hoodie for Women - 18 Hidden Pockets - Lightweight Zip Up Sweatshirt for Travel & More", "asin": "B01ETRSKKG", "price": "$154.00", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Zip up Hoodie Y2k Unisex Oversized Graphic Hoodies Grunge Jackets Streetwear Vintage 2000s Emo Clothes", "asin": "B0DDRTFF2F", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Thin Fabric Long Sleeve Kangaroo Pocket Zip Up Hoodie", "asin": "B07SRJQ2ZP", "price": "$24.95", "delivery": "FREE delivery May 11 - 25 for Prime members"},
  {"title": "Zip Up Hoodie Women Cropped Casual Sweatshirts Workout Long Sleeve Drawstring Hooded Jacket Crop Tops", "asin": "B07TY8S2JH", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Y2k Zip Up Hoodie Fur Jackets Winter Coats Teen Emo Grunge 2000s Clothes Vintage Streetwear Women", "asin": "B0DKXSKX3C", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Oversized Zip Up Hoodie Lightweight Thin Long Sleeve Hooded Sweatshirt with Pockets", "asin": "B0CWGG1C33", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Sweatshirts for Women Womens Fashion Women Zip Up Hoodies Oversized Sweatshirts Casual 2024 Fall Jacket with Pockets", "asin": "B0DBHRPJDD", "price": "$16.99", "delivery": "$1.99 delivery May 2 - 13 Or fastest delivery Apr 29 - May 2"},
  {"title": "Women\u2019s Casual Graphic Printed Hoodies Oversized Zip Up 90S E-Girl Streetwear Grunge Jacket", "asin": "B09CL6VFX2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Disney | Marvel | Star Wars Women's Fleece Full-Zip Hoodie Sweatshirts (Available in Plus Size)", "asin": "B09R9H1BX8", "price": "$26.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Fall Warm Color Block Zip Up Jacket Oversized Winter Casual Y2K Sweatshirt Hoodie Tops", "asin": "B0D9D1BXMD", "price": "$31.99", "delivery": "FREE delivery May 1 - 5 for Prime members"},
  {"title": "Zip Up Hoodies For Women Cropped Sweatshirts Fall Fashion Outfits 2025 Y2k Fleece Teen Girls Clothes", "asin": "B0DBLM8PYT", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Zip Up Hoodie Casual Long Hoodies for Women Tunic Sweatshirts Jackets Winter Coat with Pockets", "asin": "B0BN2T4SS3", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Zip Up Camo Hooded Sweatshirt Graphic Fleece Drop Shoulder Oversized Cropped Jacket with Pockets", "asin": "B0DB5MK4GQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Kpop Varsity Baseball Jacket Love Yourself V Jimin SUGA Jungkook Hoodie Sweater", "asin": "B00SARD1KG", "price": "$27.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Love Like Jesus Zip Up Christian Hoodies for Women Bible Verse Graphic Y2K Hooded Sweatshirt Coat Fall Fashion Comfort Hoodie", "asin": "B0DFC53YCF", "price": "$6.99", "delivery": "$10.99 delivery May 5 - 14 Or fastest delivery Apr 29 - May 1"},
  {"title": "Women's Essentials Full-Zip Hoodie, Black/White, Large", "asin": "B0BHMW9C47", "price": "$35.00", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Standard Essentials Insulated Hooded Jacket", "asin": "B07ZGDLBTT", "price": "$55.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Comfortable Long Sleeve Striped Hoodie Jacket Lightweight Hooded Sweatshirt with Kanga Pocket", "asin": "B0CKYXXBPB", "price": "$30.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Snake Skin Jacket Faux Leather Cropped Jacket Y2K Bomber Jackets Motorcycle Coat Grunge Streetwear Coats", "asin": "B0DNSYXQS8", "price": "$42.99", "delivery": "$10.98 delivery May 13 - 23"},
  {"title": "Women's 2025 Fall Oversized Hoodies Sweatshirt Long Sleeve Zip Up Pockets Loose Fit Y2K Winter Jackets Coat", "asin": "B0D66QCQRT", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Fleece Cardigan Hooded Loose Fuzzy Cardigan Coat Womens Fuzzy Jacket Outwear", "asin": "B09BR4SMK6", "price": "$21.99", "delivery": "$3.99 delivery May 16 - 28 Or fastest delivery May 1 - 6"},
  {"title": "Women's Long Hoodies Tunic Winter Fleece Jackets Casual Zip up Hoodies Soft Sherpa Sweatshirts Warm Long Coats", "asin": "B0D5LY82J3", "price": "$38.99", "delivery": "FREE delivery Apr 27 - 30 for Prime members"},
  {"title": "Womens Zip Up Hoodie Y2k Graphic Oversized Sweatshirt Long Sleeve Jackets Fall Outfits", "asin": "B0DP1S5371", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Oversized Full Zip Sweatshirts Drop Shoulder Hoodies Drawstring Long Jackets With Pockets", "asin": "B0C7PYPTH9", "price": "$38.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Graphic Cropped Hoodies Zip Up Drawstring Long Sleeve Sweatshirt Jacket", "asin": "B0DL5LVNJZ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6H467K", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "UPF 50+ Women's Arcadian Packable Sunblock Jacket - Sun Protective", "asin": "B01MSCZRLO", "price": "$99.00", "delivery": "FREE delivery Apr 30 - May 1"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0CC5K42K4", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Y2k Vintage Faux Fur Hood Zip Up Leopard Print Long Sleeve Slim Hoodie", "asin": "B0DP7G4CS5", "price": "$28.97", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Cute Frog Crop Zip Up Hoodie Girls Kawaii Clothes Cottage Core Aesthetic Sweatshirt E Girl Cotton Jacket with Pockets", "asin": "B0CBTDDVT4", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Hoodies Zip Up Star Graphic Long Sleeve Hooded Sweatshirt Jacket", "asin": "B0DHV7SC84", "price": "$29.99", "delivery": "$2.99 delivery May 5 - 12"},
  {"title": "Women Oversized Solid Zip Up Hoodie Drawstring Hooded Long Sleeve Fleece Vintage Sweatshirts Jackets Pockets 90s", "asin": "B09BNCL5KW", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Lightweight Zip Up Hoodie Drawstring Long Sleeve Cropped Jacket", "asin": "B0CF1JDNFD", "price": "$27.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "XS-5XL Zip Up Hoodie for Women Sweatshirt Pullover", "asin": "B0CKXCBGF6", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Hoodies Long Sleeve Fit Hooded Sweatshirts 2024 Casual Lightweight Jacket", "asin": "B0DKJCK266", "price": "$39.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Vintage Faux Fur Hood Zip Up Letter Graphic Long Sleeve Slim Hoodie", "asin": "B0DMFF143M", "price": "$25.97", "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": "2025-04-23T17:33:51.690Z", // 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"}
  {"timestamp": "2025-04-23T17:33:19.852Z", "action": "click", "action_argument": "page_related"}
  <|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": "B0D2KK9TZG", "price": "$33.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B08H8JFX2R", "price": "$24.99", "quantity": ""},
  {"title": "Zeagoo\nWomen's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YWPZBQ", "price": "$29.91", "quantity": ""},
  {"title": "Fisoew\nWomen's Sleeveless Zip Up Hoodies Casual Loose Fit Drawstring Sweatshirts Lightweight Jackets Vest with Pockets", "asin": "B0DMNMP36P", "price": "$28.88", "quantity": ""},
  {"title": "", "asin": "B08CN41FHN", "price": "", "quantity": ""},
  {"title": "Yimoon\nZip Up Hoodie Women Cropped Casual Sweatshirts Workout Long Sleeve Drawstring Hooded Jacket Crop Tops", "asin": "B08B8KN84B", "price": "$26.99", "quantity": ""},
  {"title": "INFITTY\nWomen's Casual Color Block Long Sleeve Zip Up Hooded Sweatshirt Lightweight Hoodies Jacket with Pocket", "asin": "B0C6LX5N6N", "price": "$29.99", "quantity": ""},
  {"title": "Nimsruc\nZip Up Hoodies For Women Long Sleeve Casual", "asin": "B0CC5K42K4", "price": "$19.99", "quantity": ""},
  {"title": "MISS MOLY\nWomen's Sleeveless Hoodies Sweatshirt Basic Solid Zip Up Vest Hoodie", "asin": "B092279CPT", "price": "$36.99", "quantity": ""},
  {"title": "Zeagoo\nZip Up Hoodies For Women Long Sleeve Oversized Sweatshirts Casual Lightweight Fleece Jackets With Pockets", "asin": "B0D5CJ8VN2", "price": "$35.99", "quantity": ""}],
  "ads": [{"title": "ODODOS Women's Modal Soft Full-Zip Cropped Hoodies with Pockets Long Sleeve Crop Casual Sweatshirts", "asin": "B0DCNM7T7J"},
  {"title": "ODODOS Women's Modal Soft Oversized Hoodies Long Sleeve Hooded Sweatshirts Pullover Top with Kangaroo Pocket", "asin": "B0DK1GRQBL"}],
  "search_results": [{"title": "Men's Zip Up Hoodie Athletic Hoodies Long Sleeve Fleece Hooded Sweatshirts Lightweigt With Pockets (S-3XL)", "asin": "B0D41TZKTT", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D56DQ7LT", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Hoodies Full Zip Up Oversized Drawstring Hooded Sweatshirt Casual Jacket Coat with Pockets", "asin": "B0DJ8R8C3D", "price": "$19.99", "delivery": "FREE delivery Sat, Apr 26 Only 1 left in stock - order soon."},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B08H8JFX2R", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Sherpa Pullover Sweater Fuzzy Fleece Sweatshirt Oversized Hoodie Cozy Outerwear with Pockets", "asin": "B0BBG5QPYK", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Plus Size Zip Front Hoodie Jacket Long Oversized Fleece Jacket", "asin": "B0127ZDG2O", "price": "$36.99", "delivery": "FREE delivery May 2 - 5"},
  {"title": "Women's Zip Up Hoodies Drawstring Long Sleeve Casual Sweatshirt Jacket with Pockets", "asin": "B0D62QBJK3", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Drawstring Long Sleeve Sweatshirt Casual Jacket", "asin": "B0DCBNNR8V", "price": "$9.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Long Sleeve Crop Top Half Zip Up Cropped Jacket with Hood for Women", "asin": "B088LB667H", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Corduroy Knit Hoodies Zip Up Shirt Jacket Slouchy Short Jackets Casual Long Sleeve Shackets", "asin": "B0D4MDH2KQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Causal Basic Simple Zip Up Hoodie Sweat Jacket", "asin": "B0CHWDG3VN", "price": "$16.99", "delivery": "FREE delivery Apr 28 - 30"},
  {"title": "Women's Fashion Color Casual Office Comfy Zip Up Bomber Jacket Made in USA", "asin": "B06Y4C1927", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 4 left in stock (more on the way)."},
  {"title": "Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YWPZBQ", "price": "$29.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Women's Hoodies & Sweatshirts XS-5XL", "asin": "B0D7927DSQ", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Plus Size Sweatshirt Letter Graphic Zip Up Drawstring Hoodies Long Sleeve Jacket", "asin": "B0DDPS9Y8Z", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 1 left in stock - order soon."},
  {"title": "Women's Full Zip Hoodie - Lightweight Jacket Active Sweater Hooded Sweatshirt Slim Fitting Yoga Activewear", "asin": "B0CFJ2V188", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Camo Hoodie Zip Up Drawstring Long Sleeve Hooded Vintage Sweatshirt Jacket", "asin": "B0DPZ8TPRW", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Long Sleeve Drawstring Full Zip Hooded Jacket Crop Sweatshirt", "asin": "B0BFVL41L7", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Cropped Zip Hoodie Hooded Sweatshirt", "asin": "B09XQKNLQX", "price": "$8.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Letter Print Drawstring Long Sleeve Sweatshirt Jacket with Pocket", "asin": "B0D17C4VN4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0D2KK9TZG", "price": "$33.99", "delivery": "FREE delivery Sat, Apr 26 Only 2 left in stock - order soon."},
  {"title": "Women's Long Sleeve Drawstring Full Zip Hooded Jacket Crop Sweatshirt", "asin": "B09XTSNFJ6", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Full Sleeve Outer Wear Zip Up Hoodie Casual Sweatshirt Jacket", "asin": "B08KYBXDX6", "price": "$14.50", "delivery": "FREE delivery Thu, May 1 Only 2 left in stock - order soon."},
  {"title": "Color Stripes Zip up Hoodies for Women, Monet Art Sport Sweatshirt Women Ladies Hooded Tops for Spring Fall", "asin": "B0CSCYB4B5", "price": "$35.99", "delivery": "$7 delivery May 15 - Jun 2 Or fastest delivery May 6 - 9"},
  {"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": "Women Y2K Skull Hoodie Graphic Zip Up Grunge Aesthetic Hoodies Casual Vintage Oversized Sweatshirt Harajuku Jacket", "asin": "B0D11CGPGH", "price": "$26.99", "delivery": "$8.99 delivery May 2 - 5"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0CWGW756G", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Hooded Sweatshirt Casual Soft Brushed Fleece Hoody Drop Shoulder Full Zip Up Hoodie Size S-2XL", "asin": "B08G16XWJX", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Glow Hoodie for Women - 18 Hidden Pockets - Lightweight Zip Up Sweatshirt for Travel & More", "asin": "B01ETRSKKG", "price": "$154.00", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Zip up Hoodie Y2k Unisex Oversized Graphic Hoodies Grunge Jackets Streetwear Vintage 2000s Emo Clothes", "asin": "B0DDRTFF2F", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Thin Fabric Long Sleeve Kangaroo Pocket Zip Up Hoodie", "asin": "B07SRJQ2ZP", "price": "$24.95", "delivery": "FREE delivery May 11 - 25 for Prime members"},
  {"title": "Zip Up Hoodie Women Cropped Casual Sweatshirts Workout Long Sleeve Drawstring Hooded Jacket Crop Tops", "asin": "B07TY8S2JH", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Y2k Zip Up Hoodie Fur Jackets Winter Coats Teen Emo Grunge 2000s Clothes Vintage Streetwear Women", "asin": "B0DKXSKX3C", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Oversized Zip Up Hoodie Lightweight Thin Long Sleeve Hooded Sweatshirt with Pockets", "asin": "B0CWGG1C33", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Sweatshirts for Women Womens Fashion Women Zip Up Hoodies Oversized Sweatshirts Casual 2024 Fall Jacket with Pockets", "asin": "B0DBHRPJDD", "price": "$16.99", "delivery": "$1.99 delivery May 2 - 13 Or fastest delivery Apr 29 - May 2"},
  {"title": "Women\u2019s Casual Graphic Printed Hoodies Oversized Zip Up 90S E-Girl Streetwear Grunge Jacket", "asin": "B09CL6VFX2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Disney | Marvel | Star Wars Women's Fleece Full-Zip Hoodie Sweatshirts (Available in Plus Size)", "asin": "B09R9H1BX8", "price": "$26.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Fall Warm Color Block Zip Up Jacket Oversized Winter Casual Y2K Sweatshirt Hoodie Tops", "asin": "B0D9D1BXMD", "price": "$31.99", "delivery": "FREE delivery May 1 - 5 for Prime members"},
  {"title": "Zip Up Hoodies For Women Cropped Sweatshirts Fall Fashion Outfits 2025 Y2k Fleece Teen Girls Clothes", "asin": "B0DBLM8PYT", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Zip Up Hoodie Casual Long Hoodies for Women Tunic Sweatshirts Jackets Winter Coat with Pockets", "asin": "B0BN2T4SS3", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Zip Up Camo Hooded Sweatshirt Graphic Fleece Drop Shoulder Oversized Cropped Jacket with Pockets", "asin": "B0DB5MK4GQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Kpop Varsity Baseball Jacket Love Yourself V Jimin SUGA Jungkook Hoodie Sweater", "asin": "B00SARD1KG", "price": "$27.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Love Like Jesus Zip Up Christian Hoodies for Women Bible Verse Graphic Y2K Hooded Sweatshirt Coat Fall Fashion Comfort Hoodie", "asin": "B0DFC53YCF", "price": "$6.99", "delivery": "$10.99 delivery May 5 - 14 Or fastest delivery Apr 29 - May 1"},
  {"title": "Women's Essentials Full-Zip Hoodie, Black/White, Large", "asin": "B0BHMW9C47", "price": "$35.00", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Standard Essentials Insulated Hooded Jacket", "asin": "B07ZGDLBTT", "price": "$55.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Comfortable Long Sleeve Striped Hoodie Jacket Lightweight Hooded Sweatshirt with Kanga Pocket", "asin": "B0CKYXXBPB", "price": "$30.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Snake Skin Jacket Faux Leather Cropped Jacket Y2K Bomber Jackets Motorcycle Coat Grunge Streetwear Coats", "asin": "B0DNSYXQS8", "price": "$42.99", "delivery": "$10.98 delivery May 13 - 23"},
  {"title": "Women's 2025 Fall Oversized Hoodies Sweatshirt Long Sleeve Zip Up Pockets Loose Fit Y2K Winter Jackets Coat", "asin": "B0D66QCQRT", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Fleece Cardigan Hooded Loose Fuzzy Cardigan Coat Womens Fuzzy Jacket Outwear", "asin": "B09BR4SMK6", "price": "$21.99", "delivery": "$3.99 delivery May 16 - 28 Or fastest delivery May 1 - 6"},
  {"title": "Women's Long Hoodies Tunic Winter Fleece Jackets Casual Zip up Hoodies Soft Sherpa Sweatshirts Warm Long Coats", "asin": "B0D5LY82J3", "price": "$38.99", "delivery": "FREE delivery Apr 27 - 30 for Prime members"},
  {"title": "Womens Zip Up Hoodie Y2k Graphic Oversized Sweatshirt Long Sleeve Jackets Fall Outfits", "asin": "B0DP1S5371", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Oversized Full Zip Sweatshirts Drop Shoulder Hoodies Drawstring Long Jackets With Pockets", "asin": "B0C7PYPTH9", "price": "$38.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Graphic Cropped Hoodies Zip Up Drawstring Long Sleeve Sweatshirt Jacket", "asin": "B0DL5LVNJZ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6H467K", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "UPF 50+ Women's Arcadian Packable Sunblock Jacket - Sun Protective", "asin": "B01MSCZRLO", "price": "$99.00", "delivery": "FREE delivery Apr 30 - May 1"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0CC5K42K4", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Y2k Vintage Faux Fur Hood Zip Up Leopard Print Long Sleeve Slim Hoodie", "asin": "B0DP7G4CS5", "price": "$28.97", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Cute Frog Crop Zip Up Hoodie Girls Kawaii Clothes Cottage Core Aesthetic Sweatshirt E Girl Cotton Jacket with Pockets", "asin": "B0CBTDDVT4", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Hoodies Zip Up Star Graphic Long Sleeve Hooded Sweatshirt Jacket", "asin": "B0DHV7SC84", "price": "$29.99", "delivery": "$2.99 delivery May 5 - 12"},
  {"title": "Women Oversized Solid Zip Up Hoodie Drawstring Hooded Long Sleeve Fleece Vintage Sweatshirts Jackets Pockets 90s", "asin": "B09BNCL5KW", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Lightweight Zip Up Hoodie Drawstring Long Sleeve Cropped Jacket", "asin": "B0CF1JDNFD", "price": "$27.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "XS-5XL Zip Up Hoodie for Women Sweatshirt Pullover", "asin": "B0CKXCBGF6", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Hoodies Long Sleeve Fit Hooded Sweatshirts 2024 Casual Lightweight Jacket", "asin": "B0DKJCK266", "price": "$39.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Vintage Faux Fur Hood Zip Up Letter Graphic Long Sleeve Slim Hoodie", "asin": "B0DMFF143M", "price": "$25.97", "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": "2025-04-23T17:33:51.690Z", // 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"}
  {"timestamp": "2025-04-23T17:33:19.852Z", "action": "click", "action_argument": "page_related"}
  <|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": "B0D2KK9TZG", "price": "$33.99", "quantity": ""},
  {"title": "YOCUR\nWomens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B08H8JFX2R", "price": "$24.99", "quantity": ""},
  {"title": "Zeagoo\nWomen's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YWPZBQ", "price": "$29.91", "quantity": ""},
  {"title": "Fisoew\nWomen's Sleeveless Zip Up Hoodies Casual Loose Fit Drawstring Sweatshirts Lightweight Jackets Vest with Pockets", "asin": "B0DMNMP36P", "price": "$28.88", "quantity": ""},
  {"title": "", "asin": "B08CN41FHN", "price": "", "quantity": ""},
  {"title": "Yimoon\nZip Up Hoodie Women Cropped Casual Sweatshirts Workout Long Sleeve Drawstring Hooded Jacket Crop Tops", "asin": "B08B8KN84B", "price": "$26.99", "quantity": ""},
  {"title": "INFITTY\nWomen's Casual Color Block Long Sleeve Zip Up Hooded Sweatshirt Lightweight Hoodies Jacket with Pocket", "asin": "B0C6LX5N6N", "price": "$29.99", "quantity": ""},
  {"title": "Nimsruc\nZip Up Hoodies For Women Long Sleeve Casual", "asin": "B0CC5K42K4", "price": "$19.99", "quantity": ""},
  {"title": "MISS MOLY\nWomen's Sleeveless Hoodies Sweatshirt Basic Solid Zip Up Vest Hoodie", "asin": "B092279CPT", "price": "$36.99", "quantity": ""},
  {"title": "Zeagoo\nZip Up Hoodies For Women Long Sleeve Oversized Sweatshirts Casual Lightweight Fleece Jackets With Pockets", "asin": "B0D5CJ8VN2", "price": "$35.99", "quantity": ""}],
  "ads": [{"title": "ODODOS Women's Modal Soft Full-Zip Cropped Hoodies with Pockets Long Sleeve Crop Casual Sweatshirts", "asin": "B0DCNM7T7J"},
  {"title": "ODODOS Women's Modal Soft Oversized Hoodies Long Sleeve Hooded Sweatshirts Pullover Top with Kangaroo Pocket", "asin": "B0DK1GRQBL"}],
  "search_results": [{"title": "Men's Zip Up Hoodie Athletic Hoodies Long Sleeve Fleece Hooded Sweatshirts Lightweigt With Pockets (S-3XL)", "asin": "B0D41TZKTT", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0D56DQ7LT", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Hoodies Full Zip Up Oversized Drawstring Hooded Sweatshirt Casual Jacket Coat with Pockets", "asin": "B0DJ8R8C3D", "price": "$19.99", "delivery": "FREE delivery Sat, Apr 26 Only 1 left in stock - order soon."},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B08H8JFX2R", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Sherpa Pullover Sweater Fuzzy Fleece Sweatshirt Oversized Hoodie Cozy Outerwear with Pockets", "asin": "B0BBG5QPYK", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Plus Size Zip Front Hoodie Jacket Long Oversized Fleece Jacket", "asin": "B0127ZDG2O", "price": "$36.99", "delivery": "FREE delivery May 2 - 5"},
  {"title": "Women's Zip Up Hoodies Drawstring Long Sleeve Casual Sweatshirt Jacket with Pockets", "asin": "B0D62QBJK3", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Drawstring Long Sleeve Sweatshirt Casual Jacket", "asin": "B0DCBNNR8V", "price": "$9.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Long Sleeve Crop Top Half Zip Up Cropped Jacket with Hood for Women", "asin": "B088LB667H", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Corduroy Knit Hoodies Zip Up Shirt Jacket Slouchy Short Jackets Casual Long Sleeve Shackets", "asin": "B0D4MDH2KQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Causal Basic Simple Zip Up Hoodie Sweat Jacket", "asin": "B0CHWDG3VN", "price": "$16.99", "delivery": "FREE delivery Apr 28 - 30"},
  {"title": "Women's Fashion Color Casual Office Comfy Zip Up Bomber Jacket Made in USA", "asin": "B06Y4C1927", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 4 left in stock (more on the way)."},
  {"title": "Women's Lightweight Hoodies Full Zip Up Oversized Sweatshirts with Pockets Long Sleeve Thin Casual Hooded Jackets", "asin": "B0D7YWPZBQ", "price": "$29.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zip Up Women's Hoodies & Sweatshirts XS-5XL", "asin": "B0D7927DSQ", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Plus Size Sweatshirt Letter Graphic Zip Up Drawstring Hoodies Long Sleeve Jacket", "asin": "B0DDPS9Y8Z", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 1 left in stock - order soon."},
  {"title": "Women's Full Zip Hoodie - Lightweight Jacket Active Sweater Hooded Sweatshirt Slim Fitting Yoga Activewear", "asin": "B0CFJ2V188", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Camo Hoodie Zip Up Drawstring Long Sleeve Hooded Vintage Sweatshirt Jacket", "asin": "B0DPZ8TPRW", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Long Sleeve Drawstring Full Zip Hooded Jacket Crop Sweatshirt", "asin": "B0BFVL41L7", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Cropped Zip Hoodie Hooded Sweatshirt", "asin": "B09XQKNLQX", "price": "$8.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Zip Up Hoodies Letter Print Drawstring Long Sleeve Sweatshirt Jacket with Pocket", "asin": "B0D17C4VN4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0D2KK9TZG", "price": "$33.99", "delivery": "FREE delivery Sat, Apr 26 Only 2 left in stock - order soon."},
  {"title": "Women's Long Sleeve Drawstring Full Zip Hooded Jacket Crop Sweatshirt", "asin": "B09XTSNFJ6", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Full Sleeve Outer Wear Zip Up Hoodie Casual Sweatshirt Jacket", "asin": "B08KYBXDX6", "price": "$14.50", "delivery": "FREE delivery Thu, May 1 Only 2 left in stock - order soon."},
  {"title": "Color Stripes Zip up Hoodies for Women, Monet Art Sport Sweatshirt Women Ladies Hooded Tops for Spring Fall", "asin": "B0CSCYB4B5", "price": "$35.99", "delivery": "$7 delivery May 15 - Jun 2 Or fastest delivery May 6 - 9"},
  {"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": "Women Y2K Skull Hoodie Graphic Zip Up Grunge Aesthetic Hoodies Casual Vintage Oversized Sweatshirt Harajuku Jacket", "asin": "B0D11CGPGH", "price": "$26.99", "delivery": "$8.99 delivery May 2 - 5"},
  {"title": "Womens Hoodies Zip Up Lightweight Long Sleeve Thin Hooded Sweathsirt Trendy Jacket", "asin": "B0CWGW756G", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Hooded Sweatshirt Casual Soft Brushed Fleece Hoody Drop Shoulder Full Zip Up Hoodie Size S-2XL", "asin": "B08G16XWJX", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Glow Hoodie for Women - 18 Hidden Pockets - Lightweight Zip Up Sweatshirt for Travel & More", "asin": "B01ETRSKKG", "price": "$154.00", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Zip up Hoodie Y2k Unisex Oversized Graphic Hoodies Grunge Jackets Streetwear Vintage 2000s Emo Clothes", "asin": "B0DDRTFF2F", "price": "$29.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Thin Fabric Long Sleeve Kangaroo Pocket Zip Up Hoodie", "asin": "B07SRJQ2ZP", "price": "$24.95", "delivery": "FREE delivery May 11 - 25 for Prime members"},
  {"title": "Zip Up Hoodie Women Cropped Casual Sweatshirts Workout Long Sleeve Drawstring Hooded Jacket Crop Tops", "asin": "B07TY8S2JH", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Y2k Zip Up Hoodie Fur Jackets Winter Coats Teen Emo Grunge 2000s Clothes Vintage Streetwear Women", "asin": "B0DKXSKX3C", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Oversized Zip Up Hoodie Lightweight Thin Long Sleeve Hooded Sweatshirt with Pockets", "asin": "B0CWGG1C33", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Sweatshirts for Women Womens Fashion Women Zip Up Hoodies Oversized Sweatshirts Casual 2024 Fall Jacket with Pockets", "asin": "B0DBHRPJDD", "price": "$16.99", "delivery": "$1.99 delivery May 2 - 13 Or fastest delivery Apr 29 - May 2"},
  {"title": "Women\u2019s Casual Graphic Printed Hoodies Oversized Zip Up 90S E-Girl Streetwear Grunge Jacket", "asin": "B09CL6VFX2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Disney | Marvel | Star Wars Women's Fleece Full-Zip Hoodie Sweatshirts (Available in Plus Size)", "asin": "B09R9H1BX8", "price": "$26.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Fall Warm Color Block Zip Up Jacket Oversized Winter Casual Y2K Sweatshirt Hoodie Tops", "asin": "B0D9D1BXMD", "price": "$31.99", "delivery": "FREE delivery May 1 - 5 for Prime members"},
  {"title": "Zip Up Hoodies For Women Cropped Sweatshirts Fall Fashion Outfits 2025 Y2k Fleece Teen Girls Clothes", "asin": "B0DBLM8PYT", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Zip Up Hoodie Casual Long Hoodies for Women Tunic Sweatshirts Jackets Winter Coat with Pockets", "asin": "B0BN2T4SS3", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Zip Up Camo Hooded Sweatshirt Graphic Fleece Drop Shoulder Oversized Cropped Jacket with Pockets", "asin": "B0DB5MK4GQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Kpop Varsity Baseball Jacket Love Yourself V Jimin SUGA Jungkook Hoodie Sweater", "asin": "B00SARD1KG", "price": "$27.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Love Like Jesus Zip Up Christian Hoodies for Women Bible Verse Graphic Y2K Hooded Sweatshirt Coat Fall Fashion Comfort Hoodie", "asin": "B0DFC53YCF", "price": "$6.99", "delivery": "$10.99 delivery May 5 - 14 Or fastest delivery Apr 29 - May 1"},
  {"title": "Women's Essentials Full-Zip Hoodie, Black/White, Large", "asin": "B0BHMW9C47", "price": "$35.00", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Standard Essentials Insulated Hooded Jacket", "asin": "B07ZGDLBTT", "price": "$55.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Comfortable Long Sleeve Striped Hoodie Jacket Lightweight Hooded Sweatshirt with Kanga Pocket", "asin": "B0CKYXXBPB", "price": "$30.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Snake Skin Jacket Faux Leather Cropped Jacket Y2K Bomber Jackets Motorcycle Coat Grunge Streetwear Coats", "asin": "B0DNSYXQS8", "price": "$42.99", "delivery": "$10.98 delivery May 13 - 23"},
  {"title": "Women's 2025 Fall Oversized Hoodies Sweatshirt Long Sleeve Zip Up Pockets Loose Fit Y2K Winter Jackets Coat", "asin": "B0D66QCQRT", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women Fleece Cardigan Hooded Loose Fuzzy Cardigan Coat Womens Fuzzy Jacket Outwear", "asin": "B09BR4SMK6", "price": "$21.99", "delivery": "$3.99 delivery May 16 - 28 Or fastest delivery May 1 - 6"},
  {"title": "Women's Long Hoodies Tunic Winter Fleece Jackets Casual Zip up Hoodies Soft Sherpa Sweatshirts Warm Long Coats", "asin": "B0D5LY82J3", "price": "$38.99", "delivery": "FREE delivery Apr 27 - 30 for Prime members"},
  {"title": "Womens Zip Up Hoodie Y2k Graphic Oversized Sweatshirt Long Sleeve Jackets Fall Outfits", "asin": "B0DP1S5371", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Women's Oversized Full Zip Sweatshirts Drop Shoulder Hoodies Drawstring Long Jackets With Pockets", "asin": "B0C7PYPTH9", "price": "$38.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Graphic Cropped Hoodies Zip Up Drawstring Long Sleeve Sweatshirt Jacket", "asin": "B0DL5LVNJZ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Womens Tie Dye Crewneck Pullover Shirt Lightweight Sweatshirt Casual Loose Trendy Puff Sleeves Long Sleeve Tops", "asin": "B09H6H467K", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "UPF 50+ Women's Arcadian Packable Sunblock Jacket - Sun Protective", "asin": "B01MSCZRLO", "price": "$99.00", "delivery": "FREE delivery Apr 30 - May 1"},
  {"title": "Zip Up Hoodies For Women Long Sleeve Casual", "asin": "B0CC5K42K4", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Women's Y2k Vintage Faux Fur Hood Zip Up Leopard Print Long Sleeve Slim Hoodie", "asin": "B0DP7G4CS5", "price": "$28.97", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Cute Frog Crop Zip Up Hoodie Girls Kawaii Clothes Cottage Core Aesthetic Sweatshirt E Girl Cotton Jacket with Pockets", "asin": "B0CBTDDVT4", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Hoodies Zip Up Star Graphic Long Sleeve Hooded Sweatshirt Jacket", "asin": "B0DHV7SC84", "price": "$29.99", "delivery": "$2.99 delivery May 5 - 12"},
  {"title": "Women Oversized Solid Zip Up Hoodie Drawstring Hooded Long Sleeve Fleece Vintage Sweatshirts Jackets Pockets 90s", "asin": "B09BNCL5KW", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Lightweight Zip Up Hoodie Drawstring Long Sleeve Cropped Jacket", "asin": "B0CF1JDNFD", "price": "$27.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "XS-5XL Zip Up Hoodie for Women Sweatshirt Pullover", "asin": "B0CKXCBGF6", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Womens Zip Up Hoodies Long Sleeve Fit Hooded Sweatshirts 2024 Casual Lightweight Jacket", "asin": "B0DKJCK266", "price": "$39.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Women's Y2k Vintage Faux Fur Hood Zip Up Letter Graphic Long Sleeve Slim Hoodie", "asin": "B0DMFF143M", "price": "$25.97", "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": "2025-04-23T17:33:51.690Z", // 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>
  