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": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:11.375Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:12.707Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T22:47:20.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:27.917Z", "action": "click", "action_argument": "search"}
  <|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": "aurora"}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
  {"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
  {"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
  {"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
  {"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
  {"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
  {"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
  {"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
  {"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$323.81", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$23.79", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "promotion_items": [{"title": "Northern Lights Aurora Projector for Bedroom with Music Bluetooth Speaker and White Noise, Galaxy Projector, Starry Night Light Projectors for Kids Adults Gaming Room", "asin": "B09GNHKBLJ", "price": "$33.99", "quantity": ""},
  {"title": "Galaxy Projector for Bedroom & Kids, Star Night Light with White Noise & Bluetooth Speaker, Aurora Projector with Remote Control & Timing, Perfect for Parties & Home (Black)", "asin": "B0B18D1BYJ", "price": "$27.99", "quantity": ""},
  {"title": "ENOKIK Northern Light Projector, Aurora Star Projector Built-in Bluetooth Speaker, White Noise Machine for Kids Adults, Galaxy Light for Bedroom/Ceiling/Party/Gift (Black)", "asin": "B0BMVGCX7F", "price": "$29.99", "quantity": ""},
  {"title": "Star Projector, Galaxy Starry Projection Lamp, Bluetooth Speaker Aurora Lighting with Timer and Remote Control, LED Sky Night Light for Kids Bedroom, Gaming Decor, Home Theater, Ceiling", "asin": "B0CG19785G", "price": "$11.99", "quantity": ""},
  {"title": "Wooden Puzzles for Adults, Flat Puzzle with 3D Visual Effect, Aurora World Wooden Jigsaw Puzzles for Adults 200 Pieces, Winter Wood Puzzles Adult, Unique Shape, Wall Art Canvas Puzzle (M-11.4*11.4in)", "asin": "B0DHTXCXWP", "price": "$26.99", "quantity": ""},
  {"title": "LEGO Star Wars Venator-Class Republic Attack Cruiser, Ultimate May The 4th Collectibles, Series Building Set with Captain Rex Minifigure, Star Wars Fan Gift, Stress Relief Clone Wars Activity, 75367", "asin": "B0CGY4T856", "price": "$649.95", "quantity": ""},
  {"title": "Ditucu Cute Capybara Plush with Happy Birthday Hat Bow Soft Capibara Stuffed Animal Plushies Toys for Birthday Gifts Party Decoration for Kids Brown 9 inch", "asin": "B0CWV4VZMP", "price": "$19.99", "quantity": ""},
  {"title": "Puffer Fish Plush Pillow - 15.7 inch Puffer Fish Stuffed Animal Plush - Birthday for Girls Boys Adults", "asin": "B0BGP8D25K", "price": "$18.86", "quantity": ""},
  {"title": "LEGO Minecraft The Deep Dark Battle Set, 21246 Biome Adventure Toy, Ancient City with Warden Figure, Exploding Tower & Treasure Chest, for Kids Ages 8 Plus", "asin": "B0BBSMSX9Z", "price": "$64.99", "quantity": ""},
  {"title": "Sew Butiful 8.6\" Panda Stuffed Animals Plush, Cute Plushies for Animal Themed Parties Teacher Student Award, Animal Toys for Baby, Boy, Girls, Great for Nursery, Room Decor, Bed (Panda)", "asin": "B0B1YQMP6R", "price": "$9.99", "quantity": ""}],
  "search_results": [{"title": "All My Demons Greeting Me as a Friend (Deluxe)", "asin": "B07ND9WK4J"},
  {"title": "The Gods We Can Touch", "asin": "B0BB1B2ZFY"},
  {"title": "A Different Kind Of Human (Step II)", "asin": "B0B9ZFMPS4"},
  {"title": "Aurora Nutrascience Mega-Pack Liposomal Vitamin C, Immune Support, 3,000 mg per Serving, Gluten Free, Non-GMO, 32 Single Serve Packets, 21.7 oz (640 mL)", "asin": "B09S2G84CD", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Infections of a Different Kind (Step I)", "asin": "B0BB4GDB7D"},
  {"title": "Aurora: Volume 1 (Volume 1)", "asin": "1524896403", "price": "$17.09", "delivery": "FREE delivery Tue, Jul 29 This title will be released on July 29, 2025."},
  {"title": "Commercial Grade 200-Sheet Auto Feed High Security Micro-Cut Paper Shredder/ 60 Minutes/Security Level P-5", "asin": "B09FYQD82P", "price": "$379.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "The Flood", "asin": "B0F3G8LHR5"},
  {"title": "What Happened To The Heart?", "asin": "B0CZBMQF3L"},
  {"title": "Runaway (Orchestral)", "asin": "B0DY9MYY3F"},
  {"title": "Adorable Mini Flopsie\u2122 Ginger Cat\u2122 Stuffed Animal - Playful Ease - Timeless Companions - Orange 8 Inches", "asin": "B083FM3R87", "price": "$9.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Mega-Pack Liposomal Vitamin C, Immune Support, 3,000 mg per Serving, Gluten Free, Non-GMO, 32 Single Serve Packets, 21.7 oz (640 mL)", "asin": "B09S2G84CD", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Aurora Nutrascience, Nano-Liposomal Vitamin C, Immune Support Vitamin Drink Mix, High Strength 3,000 mg Per Serving, 30 Single Serve Packets", "asin": "B0CY39L21J", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Micro-Pack Liposomal Vitamin C, Immune Support, 1,000 mg Per Serving, Gluten Free, Non-GMO, 30 Single Serve Packets, 21.7 oz", "asin": "B09K1THMJZ", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Northern Lights Aurora Projector for Bedroom with Music Bluetooth Speaker and White Noise, Galaxy Projector, Starry Night Light Projectors for Kids Adults Gaming Room", "asin": "B09GNHKBLJ", "price": "$33.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "AU1210MA Professional Grade High Security 12-Sheet Micro-Cut Paper/CD and Credit Card/ 60 Minutes Continuous Run Time Shredder", "asin": "B07CX4DZ4Z", "price": "$141.84", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Pole Dance", "asin": "B0F18T6YXX"},
  {"title": "Northern Galaxy Light Aurora Projector with 33 Light Effects, Night Lights LED Star Projector for Bedroom Nebula Lamp, Remote Control, White Noises, Bluetooth Speaker for Parties", "asin": "B0B4518KC2", "price": "$42.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "AU120MA 120-Sheet Auto Feed High Security Micro-Cut Paper Shredder / 30 Minutes (Black)", "asin": "B09XT8Z1H8", "price": "$191.15", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Galaxy Projector for Bedroom & Kids, Star Night Light with White Noise & Bluetooth Speaker, Aurora Projector with Remote Control & Timing, Perfect for Parties & Home (Black)", "asin": "B0B18D1BYJ", "price": "$27.99", "delivery": "FREE delivery Mon, Apr 28 for Prime members"},
  {"title": "Aurora Lite, 4K UHD Ultra Short Throw Tri-Color Laser Projector, 1900 Lumens, Dynamic Laser Dimming, Dolby Vision & Atmos, HDR10+, 3D, 150\" UST TV (Holiday Special Edition) with 60W Speakers", "asin": "B0DFC27J27", "price": "$1,999.99", "delivery": "FREE delivery Fri, May 2 for Prime members"},
  {"title": "Aurora Borealis Wall Art Painting for Office Bedroom Scenery Landscape Canvas Print Framed Picture Northern Lights Poster Artwork Ready to Hang(12.00\"x16.00\")", "asin": "B0D69SPJJF", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Ultra-Liposomal Sleep Support, 3 mg Melatonin, L-Theanine, Ashwagandha and Chamomile Flower Extract Sleep Aid, 10 fl oz (300mL)", "asin": "B0BLHTT4KW", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Aurora Nights Shea Sugar Scrub | Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel | Nourishing Essential Body Care | 18 fl oz.", "asin": "B0D9P6R2HS", "price": "$7.97", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Disney Aurora Plush Doll, Sleeping Beauty, Disney Princess, Officially Licensed Disney Toy, Adorable Soft Disney Toy Plushies and Gifts, Perfect Present for Kids, Medium 14 Inches, Age 0+", "asin": "B0BQWTNJPM", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Official Disney Princess Classic Doll (Aurora from Sleeping Beauty), 11 Inches, Includes Brush with Molded Details, Fully Posable Toy in Classic Outfit - Disney Princess Toys for Girls", "asin": "B0978G6367", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "What Happened To The Heart?", "asin": "B0DHD98T4Q", "price": "$28.98", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Sofa Bed Chair 3-in-1 Convertible, Lounger Sleeper, Single Recliner for Small Space with Adjustable Backrest (Dark Grey)", "asin": "B09NSJ11KH", "price": "$169.99", "delivery": "$39.99 delivery Apr 29 - May 1"},
  {"title": "Star Projector, Galaxy Projector for Bedroom, LED Night Light Aurora Projector with Bluetooth Speaker, White Noise, Timer and Remote, Room Decor, Gifts for Kids, Adults, Christmas, Birthday", "asin": "B099ZRCGWW", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "300 Piece Colorful Aurora Great Jigsaw Puzzles for Adults Dog Puzzles for Adults Toys Gift Family Decoration Puzzles", "asin": "B0DQKTMYYS", "price": "$13.99", "delivery": "$5.97 delivery May 8 - 23 Only 15 left in stock - order soon."},
  {"title": "Challenging Puzzle for Adults Aurora 1000 Pieces Jigsaw Puzzles for Home Decor Beautiful Village with Aurora and Star Intelligence Puzzles for Family Games Artwork Decor 27.5\"X19.7\"", "asin": "B0DY6ZXFXZ", "price": "$13.99", "delivery": "FREE delivery Sun, Apr 27 Only 12 left in stock - order soon."},
  {"title": "Organic Walnuts, 30 OZ", "asin": "B08Z9N9WQ6", "price": "$21.06", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items Or FREE pickup"},
  {"title": "Products, Pumpkin Seeds Raw Organic, 10 Ounce", "asin": "B07NRD6DHB", "price": "$7.89", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items Or FREE pickup"},
  {"title": "Disney Princess Toys, Carriage to Castle Transforming Playset with Aurora Small Doll, 4 Figures, Furniture & Accessories", "asin": "B0CMGBYR4X", "price": "$18.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Disney Princess Sleeping Beauty Aurora Light and Sound Musical Bubble Wand, Includes Bubble Solution", "asin": "B0DCYXHTHB", "price": "$15.74", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Northern Light Projector, Aurora Star Projector Built-in Bluetooth Speaker, White Noise Machine for Kids Adults, Galaxy Light for Bedroom/Ceiling/Party/Gift (Black)", "asin": "B0BMVGCX7F", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Northern Lights Aurora Projector with 33 Light Effects, Bluetooth Speaker, Voice Control, Remote Timer", "asin": "B09CL3N77P", "price": "$26.96", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Galaxy Projector, Star Projector Planetarium Night Light Lamp Ceiling Space Starry Sky Projector with Light Strip Meteor and Galaxy Projector for Kids Bedroom Birthday Christmas Gift (Black)", "asin": "B0DBHLX429", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Products Spicy Pub Mix, 12.5 oz", "asin": "B078138HDB", "price": "$7.49", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Products Macadamia Nuts, Raw, 8 oz", "asin": "B002HQNKVQ", "price": "$11.29", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora: An Eerie Sci Fi Story with High-Stakes Survival, Navigate a World Plunged into Darkness", "asin": "0062916475", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Adorable Palm Pals\u2122 Belle Strawberry Cow\u2122 Stuffed Animal - Pocket-Sized Play - Collectable Fun - Pink 5 Inches", "asin": "B0BYB79YD9", "price": "$12.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Adorable Palm Pals\u2122 Sweetie Cow\u2122 Stuffed Animal - Pocket-Sized Play - Collectable Fun - White 5 Inches", "asin": "B08SJ9MVV6", "price": "$7.93", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "AU1225MA High-Security 12-Sheet Micro-Cut Paper and CD/Credit Card Shredder/ 5-Gallon Pullout Basket/40 Minutes Run Time", "asin": "B0CL7PJFNN", "price": "$124.54", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 7 left in stock (more on the way)."},
  {"title": "Products Organic Pitted Prunes, 11 oz", "asin": "B07JNDX3VM", "price": "$9.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "What Happened To The Heart", "asin": "B0CYFZ5Z95", "price": "$17.00", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Aurora Nutrascience, Mega-Liposomal Liquid Glutathione + Vitamin C, Antioxidant, Immune System Support, 750 mg per Serving,16 fl oz (480 mL)", "asin": "B07XTPJHGP", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "The Gods We Can Touch", "asin": "B09JKW2R85", "price": "$13.98", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Aurora 50Mg/Ml Oral Pro Pyrantel Pamoate Oral Suspension, 16 Ounce, Vanilla Flavor", "asin": "B0771WYDR5", "price": "$27.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "12-Sheet Crosscut Paper and Credit Card Shredder with 5.2 gal Wastebasket", "asin": "B07BNT4CQ3", "price": "$49.70", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Natural Products Apple Juice Infused Cherries, 10 Ounce", "asin": "B079VP3DLQ", "price": "$11.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE pickup"},
  {"title": "Aurora", "asin": "0316526991", "price": "$13.96", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Australian Crystallized Ginger Chunks, 11 OZ", "asin": "B00KFOHZ4A", "price": "$8.69", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Raw Whole Brazil Nuts, 6.75 OZ", "asin": "B09P5YFLHB", "price": "$9.79", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Nutrascience Micro-Pack Liposomal Vitamin C, Immune Support, 1,000 mg Per Serving, Gluten Free, Non-GMO, 30 Single Serve Packets, 21.7 oz", "asin": "B09K1THMJZ", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "I Wish You Happiness, Aurora (The Unconditional Love for Aurora Series)", "asin": "1922614106", "price": "$13.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "AU1275MA Professional Grade 12-Sheet Micro-Cut Paper and CD/Credit Card Shredder/ 60 Minutes Continuous Run Time, White/Gray", "asin": "B08QTNN67C", "price": "$134.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Roasted & Salted Mixed Nuts, 39 OZ", "asin": "B09VN8W7HL", "price": "$22.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Smart Bulb Dimmer Switch | for Philips Hue Smart Bulbs | Z3-1BRL-WH-L0 | White", "asin": "B07RJ14FBS", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Products Organic Hazelnuts, 9 Ounce", "asin": "B079W15HBP", "price": "$5.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Nutrascience, Mega-Liposomal CoQ10/PQQ+ Vitamin C, Gluten Free, Non-GMO, Sugar Free, Organic Fruit Flavor, 16 fl oz (480 mL)", "asin": "B07XTSN6LP", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Professional Grade AU125MA 120-Sheet Auto Feed High-Security Micro-Cut Paper Shredder/60 Minutes/Security Level P-5", "asin": "B0C91N1BDR", "price": "$190.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Organic Dried Cranberries, 9 OZ", "asin": "B087ZL7MML", "price": "$10.31", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE pickup"}]
  <|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": "2025-04-23T22:47:33.823Z", // 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": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:11.375Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:12.707Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T22:47:20.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:27.917Z", "action": "click", "action_argument": "search"}
  <|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": "aurora"}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
  {"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
  {"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
  {"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
  {"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
  {"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
  {"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
  {"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
  {"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$323.81", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$23.79", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "promotion_items": [{"title": "Northern Lights Aurora Projector for Bedroom with Music Bluetooth Speaker and White Noise, Galaxy Projector, Starry Night Light Projectors for Kids Adults Gaming Room", "asin": "B09GNHKBLJ", "price": "$33.99", "quantity": ""},
  {"title": "Galaxy Projector for Bedroom & Kids, Star Night Light with White Noise & Bluetooth Speaker, Aurora Projector with Remote Control & Timing, Perfect for Parties & Home (Black)", "asin": "B0B18D1BYJ", "price": "$27.99", "quantity": ""},
  {"title": "ENOKIK Northern Light Projector, Aurora Star Projector Built-in Bluetooth Speaker, White Noise Machine for Kids Adults, Galaxy Light for Bedroom/Ceiling/Party/Gift (Black)", "asin": "B0BMVGCX7F", "price": "$29.99", "quantity": ""},
  {"title": "Star Projector, Galaxy Starry Projection Lamp, Bluetooth Speaker Aurora Lighting with Timer and Remote Control, LED Sky Night Light for Kids Bedroom, Gaming Decor, Home Theater, Ceiling", "asin": "B0CG19785G", "price": "$11.99", "quantity": ""},
  {"title": "Wooden Puzzles for Adults, Flat Puzzle with 3D Visual Effect, Aurora World Wooden Jigsaw Puzzles for Adults 200 Pieces, Winter Wood Puzzles Adult, Unique Shape, Wall Art Canvas Puzzle (M-11.4*11.4in)", "asin": "B0DHTXCXWP", "price": "$26.99", "quantity": ""},
  {"title": "LEGO Star Wars Venator-Class Republic Attack Cruiser, Ultimate May The 4th Collectibles, Series Building Set with Captain Rex Minifigure, Star Wars Fan Gift, Stress Relief Clone Wars Activity, 75367", "asin": "B0CGY4T856", "price": "$649.95", "quantity": ""},
  {"title": "Ditucu Cute Capybara Plush with Happy Birthday Hat Bow Soft Capibara Stuffed Animal Plushies Toys for Birthday Gifts Party Decoration for Kids Brown 9 inch", "asin": "B0CWV4VZMP", "price": "$19.99", "quantity": ""},
  {"title": "Puffer Fish Plush Pillow - 15.7 inch Puffer Fish Stuffed Animal Plush - Birthday for Girls Boys Adults", "asin": "B0BGP8D25K", "price": "$18.86", "quantity": ""},
  {"title": "LEGO Minecraft The Deep Dark Battle Set, 21246 Biome Adventure Toy, Ancient City with Warden Figure, Exploding Tower & Treasure Chest, for Kids Ages 8 Plus", "asin": "B0BBSMSX9Z", "price": "$64.99", "quantity": ""},
  {"title": "Sew Butiful 8.6\" Panda Stuffed Animals Plush, Cute Plushies for Animal Themed Parties Teacher Student Award, Animal Toys for Baby, Boy, Girls, Great for Nursery, Room Decor, Bed (Panda)", "asin": "B0B1YQMP6R", "price": "$9.99", "quantity": ""}],
  "search_results": [{"title": "All My Demons Greeting Me as a Friend (Deluxe)", "asin": "B07ND9WK4J"},
  {"title": "The Gods We Can Touch", "asin": "B0BB1B2ZFY"},
  {"title": "A Different Kind Of Human (Step II)", "asin": "B0B9ZFMPS4"},
  {"title": "Aurora Nutrascience Mega-Pack Liposomal Vitamin C, Immune Support, 3,000 mg per Serving, Gluten Free, Non-GMO, 32 Single Serve Packets, 21.7 oz (640 mL)", "asin": "B09S2G84CD", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Infections of a Different Kind (Step I)", "asin": "B0BB4GDB7D"},
  {"title": "Aurora: Volume 1 (Volume 1)", "asin": "1524896403", "price": "$17.09", "delivery": "FREE delivery Tue, Jul 29 This title will be released on July 29, 2025."},
  {"title": "Commercial Grade 200-Sheet Auto Feed High Security Micro-Cut Paper Shredder/ 60 Minutes/Security Level P-5", "asin": "B09FYQD82P", "price": "$379.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "The Flood", "asin": "B0F3G8LHR5"},
  {"title": "What Happened To The Heart?", "asin": "B0CZBMQF3L"},
  {"title": "Runaway (Orchestral)", "asin": "B0DY9MYY3F"},
  {"title": "Adorable Mini Flopsie\u2122 Ginger Cat\u2122 Stuffed Animal - Playful Ease - Timeless Companions - Orange 8 Inches", "asin": "B083FM3R87", "price": "$9.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Mega-Pack Liposomal Vitamin C, Immune Support, 3,000 mg per Serving, Gluten Free, Non-GMO, 32 Single Serve Packets, 21.7 oz (640 mL)", "asin": "B09S2G84CD", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Aurora Nutrascience, Nano-Liposomal Vitamin C, Immune Support Vitamin Drink Mix, High Strength 3,000 mg Per Serving, 30 Single Serve Packets", "asin": "B0CY39L21J", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Micro-Pack Liposomal Vitamin C, Immune Support, 1,000 mg Per Serving, Gluten Free, Non-GMO, 30 Single Serve Packets, 21.7 oz", "asin": "B09K1THMJZ", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Northern Lights Aurora Projector for Bedroom with Music Bluetooth Speaker and White Noise, Galaxy Projector, Starry Night Light Projectors for Kids Adults Gaming Room", "asin": "B09GNHKBLJ", "price": "$33.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "AU1210MA Professional Grade High Security 12-Sheet Micro-Cut Paper/CD and Credit Card/ 60 Minutes Continuous Run Time Shredder", "asin": "B07CX4DZ4Z", "price": "$141.84", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Pole Dance", "asin": "B0F18T6YXX"},
  {"title": "Northern Galaxy Light Aurora Projector with 33 Light Effects, Night Lights LED Star Projector for Bedroom Nebula Lamp, Remote Control, White Noises, Bluetooth Speaker for Parties", "asin": "B0B4518KC2", "price": "$42.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "AU120MA 120-Sheet Auto Feed High Security Micro-Cut Paper Shredder / 30 Minutes (Black)", "asin": "B09XT8Z1H8", "price": "$191.15", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Galaxy Projector for Bedroom & Kids, Star Night Light with White Noise & Bluetooth Speaker, Aurora Projector with Remote Control & Timing, Perfect for Parties & Home (Black)", "asin": "B0B18D1BYJ", "price": "$27.99", "delivery": "FREE delivery Mon, Apr 28 for Prime members"},
  {"title": "Aurora Lite, 4K UHD Ultra Short Throw Tri-Color Laser Projector, 1900 Lumens, Dynamic Laser Dimming, Dolby Vision & Atmos, HDR10+, 3D, 150\" UST TV (Holiday Special Edition) with 60W Speakers", "asin": "B0DFC27J27", "price": "$1,999.99", "delivery": "FREE delivery Fri, May 2 for Prime members"},
  {"title": "Aurora Borealis Wall Art Painting for Office Bedroom Scenery Landscape Canvas Print Framed Picture Northern Lights Poster Artwork Ready to Hang(12.00\"x16.00\")", "asin": "B0D69SPJJF", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Ultra-Liposomal Sleep Support, 3 mg Melatonin, L-Theanine, Ashwagandha and Chamomile Flower Extract Sleep Aid, 10 fl oz (300mL)", "asin": "B0BLHTT4KW", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Aurora Nights Shea Sugar Scrub | Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel | Nourishing Essential Body Care | 18 fl oz.", "asin": "B0D9P6R2HS", "price": "$7.97", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Disney Aurora Plush Doll, Sleeping Beauty, Disney Princess, Officially Licensed Disney Toy, Adorable Soft Disney Toy Plushies and Gifts, Perfect Present for Kids, Medium 14 Inches, Age 0+", "asin": "B0BQWTNJPM", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Official Disney Princess Classic Doll (Aurora from Sleeping Beauty), 11 Inches, Includes Brush with Molded Details, Fully Posable Toy in Classic Outfit - Disney Princess Toys for Girls", "asin": "B0978G6367", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "What Happened To The Heart?", "asin": "B0DHD98T4Q", "price": "$28.98", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Sofa Bed Chair 3-in-1 Convertible, Lounger Sleeper, Single Recliner for Small Space with Adjustable Backrest (Dark Grey)", "asin": "B09NSJ11KH", "price": "$169.99", "delivery": "$39.99 delivery Apr 29 - May 1"},
  {"title": "Star Projector, Galaxy Projector for Bedroom, LED Night Light Aurora Projector with Bluetooth Speaker, White Noise, Timer and Remote, Room Decor, Gifts for Kids, Adults, Christmas, Birthday", "asin": "B099ZRCGWW", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "300 Piece Colorful Aurora Great Jigsaw Puzzles for Adults Dog Puzzles for Adults Toys Gift Family Decoration Puzzles", "asin": "B0DQKTMYYS", "price": "$13.99", "delivery": "$5.97 delivery May 8 - 23 Only 15 left in stock - order soon."},
  {"title": "Challenging Puzzle for Adults Aurora 1000 Pieces Jigsaw Puzzles for Home Decor Beautiful Village with Aurora and Star Intelligence Puzzles for Family Games Artwork Decor 27.5\"X19.7\"", "asin": "B0DY6ZXFXZ", "price": "$13.99", "delivery": "FREE delivery Sun, Apr 27 Only 12 left in stock - order soon."},
  {"title": "Organic Walnuts, 30 OZ", "asin": "B08Z9N9WQ6", "price": "$21.06", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items Or FREE pickup"},
  {"title": "Products, Pumpkin Seeds Raw Organic, 10 Ounce", "asin": "B07NRD6DHB", "price": "$7.89", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items Or FREE pickup"},
  {"title": "Disney Princess Toys, Carriage to Castle Transforming Playset with Aurora Small Doll, 4 Figures, Furniture & Accessories", "asin": "B0CMGBYR4X", "price": "$18.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Disney Princess Sleeping Beauty Aurora Light and Sound Musical Bubble Wand, Includes Bubble Solution", "asin": "B0DCYXHTHB", "price": "$15.74", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Northern Light Projector, Aurora Star Projector Built-in Bluetooth Speaker, White Noise Machine for Kids Adults, Galaxy Light for Bedroom/Ceiling/Party/Gift (Black)", "asin": "B0BMVGCX7F", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Northern Lights Aurora Projector with 33 Light Effects, Bluetooth Speaker, Voice Control, Remote Timer", "asin": "B09CL3N77P", "price": "$26.96", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Galaxy Projector, Star Projector Planetarium Night Light Lamp Ceiling Space Starry Sky Projector with Light Strip Meteor and Galaxy Projector for Kids Bedroom Birthday Christmas Gift (Black)", "asin": "B0DBHLX429", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Products Spicy Pub Mix, 12.5 oz", "asin": "B078138HDB", "price": "$7.49", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Products Macadamia Nuts, Raw, 8 oz", "asin": "B002HQNKVQ", "price": "$11.29", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora: An Eerie Sci Fi Story with High-Stakes Survival, Navigate a World Plunged into Darkness", "asin": "0062916475", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Adorable Palm Pals\u2122 Belle Strawberry Cow\u2122 Stuffed Animal - Pocket-Sized Play - Collectable Fun - Pink 5 Inches", "asin": "B0BYB79YD9", "price": "$12.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Adorable Palm Pals\u2122 Sweetie Cow\u2122 Stuffed Animal - Pocket-Sized Play - Collectable Fun - White 5 Inches", "asin": "B08SJ9MVV6", "price": "$7.93", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "AU1225MA High-Security 12-Sheet Micro-Cut Paper and CD/Credit Card Shredder/ 5-Gallon Pullout Basket/40 Minutes Run Time", "asin": "B0CL7PJFNN", "price": "$124.54", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 7 left in stock (more on the way)."},
  {"title": "Products Organic Pitted Prunes, 11 oz", "asin": "B07JNDX3VM", "price": "$9.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "What Happened To The Heart", "asin": "B0CYFZ5Z95", "price": "$17.00", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Aurora Nutrascience, Mega-Liposomal Liquid Glutathione + Vitamin C, Antioxidant, Immune System Support, 750 mg per Serving,16 fl oz (480 mL)", "asin": "B07XTPJHGP", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "The Gods We Can Touch", "asin": "B09JKW2R85", "price": "$13.98", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Aurora 50Mg/Ml Oral Pro Pyrantel Pamoate Oral Suspension, 16 Ounce, Vanilla Flavor", "asin": "B0771WYDR5", "price": "$27.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "12-Sheet Crosscut Paper and Credit Card Shredder with 5.2 gal Wastebasket", "asin": "B07BNT4CQ3", "price": "$49.70", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Natural Products Apple Juice Infused Cherries, 10 Ounce", "asin": "B079VP3DLQ", "price": "$11.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE pickup"},
  {"title": "Aurora", "asin": "0316526991", "price": "$13.96", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Australian Crystallized Ginger Chunks, 11 OZ", "asin": "B00KFOHZ4A", "price": "$8.69", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Raw Whole Brazil Nuts, 6.75 OZ", "asin": "B09P5YFLHB", "price": "$9.79", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Nutrascience Micro-Pack Liposomal Vitamin C, Immune Support, 1,000 mg Per Serving, Gluten Free, Non-GMO, 30 Single Serve Packets, 21.7 oz", "asin": "B09K1THMJZ", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "I Wish You Happiness, Aurora (The Unconditional Love for Aurora Series)", "asin": "1922614106", "price": "$13.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "AU1275MA Professional Grade 12-Sheet Micro-Cut Paper and CD/Credit Card Shredder/ 60 Minutes Continuous Run Time, White/Gray", "asin": "B08QTNN67C", "price": "$134.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Roasted & Salted Mixed Nuts, 39 OZ", "asin": "B09VN8W7HL", "price": "$22.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Smart Bulb Dimmer Switch | for Philips Hue Smart Bulbs | Z3-1BRL-WH-L0 | White", "asin": "B07RJ14FBS", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Products Organic Hazelnuts, 9 Ounce", "asin": "B079W15HBP", "price": "$5.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Nutrascience, Mega-Liposomal CoQ10/PQQ+ Vitamin C, Gluten Free, Non-GMO, Sugar Free, Organic Fruit Flavor, 16 fl oz (480 mL)", "asin": "B07XTSN6LP", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Professional Grade AU125MA 120-Sheet Auto Feed High-Security Micro-Cut Paper Shredder/60 Minutes/Security Level P-5", "asin": "B0C91N1BDR", "price": "$190.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Organic Dried Cranberries, 9 OZ", "asin": "B087ZL7MML", "price": "$10.31", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE pickup"}]
  <|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": "2025-04-23T22:47:33.823Z", // 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": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
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  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
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  {"title": "Wooden Puzzles for Adults, Flat Puzzle with 3D Visual Effect, Aurora World Wooden Jigsaw Puzzles for Adults 200 Pieces, Winter Wood Puzzles Adult, Unique Shape, Wall Art Canvas Puzzle (M-11.4*11.4in)", "asin": "B0DHTXCXWP", "price": "$26.99", "quantity": ""},
  {"title": "LEGO Star Wars Venator-Class Republic Attack Cruiser, Ultimate May The 4th Collectibles, Series Building Set with Captain Rex Minifigure, Star Wars Fan Gift, Stress Relief Clone Wars Activity, 75367", "asin": "B0CGY4T856", "price": "$649.95", "quantity": ""},
  {"title": "Ditucu Cute Capybara Plush with Happy Birthday Hat Bow Soft Capibara Stuffed Animal Plushies Toys for Birthday Gifts Party Decoration for Kids Brown 9 inch", "asin": "B0CWV4VZMP", "price": "$19.99", "quantity": ""},
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  {"title": "LEGO Minecraft The Deep Dark Battle Set, 21246 Biome Adventure Toy, Ancient City with Warden Figure, Exploding Tower & Treasure Chest, for Kids Ages 8 Plus", "asin": "B0BBSMSX9Z", "price": "$64.99", "quantity": ""},
  {"title": "Sew Butiful 8.6\" Panda Stuffed Animals Plush, Cute Plushies for Animal Themed Parties Teacher Student Award, Animal Toys for Baby, Boy, Girls, Great for Nursery, Room Decor, Bed (Panda)", "asin": "B0B1YQMP6R", "price": "$9.99", "quantity": ""}],
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  {"title": "Aurora: Volume 1 (Volume 1)", "asin": "1524896403", "price": "$17.09", "delivery": "FREE delivery Tue, Jul 29 This title will be released on July 29, 2025."},
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  {"title": "Aurora Nutrascience, Nano-Liposomal Vitamin C, Immune Support Vitamin Drink Mix, High Strength 3,000 mg Per Serving, 30 Single Serve Packets", "asin": "B0CY39L21J", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Micro-Pack Liposomal Vitamin C, Immune Support, 1,000 mg Per Serving, Gluten Free, Non-GMO, 30 Single Serve Packets, 21.7 oz", "asin": "B09K1THMJZ", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
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  {"title": "AU1210MA Professional Grade High Security 12-Sheet Micro-Cut Paper/CD and Credit Card/ 60 Minutes Continuous Run Time Shredder", "asin": "B07CX4DZ4Z", "price": "$141.84", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Pole Dance", "asin": "B0F18T6YXX"},
  {"title": "Northern Galaxy Light Aurora Projector with 33 Light Effects, Night Lights LED Star Projector for Bedroom Nebula Lamp, Remote Control, White Noises, Bluetooth Speaker for Parties", "asin": "B0B4518KC2", "price": "$42.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "AU120MA 120-Sheet Auto Feed High Security Micro-Cut Paper Shredder / 30 Minutes (Black)", "asin": "B09XT8Z1H8", "price": "$191.15", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Galaxy Projector for Bedroom & Kids, Star Night Light with White Noise & Bluetooth Speaker, Aurora Projector with Remote Control & Timing, Perfect for Parties & Home (Black)", "asin": "B0B18D1BYJ", "price": "$27.99", "delivery": "FREE delivery Mon, Apr 28 for Prime members"},
  {"title": "Aurora Lite, 4K UHD Ultra Short Throw Tri-Color Laser Projector, 1900 Lumens, Dynamic Laser Dimming, Dolby Vision & Atmos, HDR10+, 3D, 150\" UST TV (Holiday Special Edition) with 60W Speakers", "asin": "B0DFC27J27", "price": "$1,999.99", "delivery": "FREE delivery Fri, May 2 for Prime members"},
  {"title": "Aurora Borealis Wall Art Painting for Office Bedroom Scenery Landscape Canvas Print Framed Picture Northern Lights Poster Artwork Ready to Hang(12.00\"x16.00\")", "asin": "B0D69SPJJF", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Aurora Nutrascience Ultra-Liposomal Sleep Support, 3 mg Melatonin, L-Theanine, Ashwagandha and Chamomile Flower Extract Sleep Aid, 10 fl oz (300mL)", "asin": "B0BLHTT4KW", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Aurora Nights Shea Sugar Scrub | Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel | Nourishing Essential Body Care | 18 fl oz.", "asin": "B0D9P6R2HS", "price": "$7.97", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Disney Aurora Plush Doll, Sleeping Beauty, Disney Princess, Officially Licensed Disney Toy, Adorable Soft Disney Toy Plushies and Gifts, Perfect Present for Kids, Medium 14 Inches, Age 0+", "asin": "B0BQWTNJPM", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Official Disney Princess Classic Doll (Aurora from Sleeping Beauty), 11 Inches, Includes Brush with Molded Details, Fully Posable Toy in Classic Outfit - Disney Princess Toys for Girls", "asin": "B0978G6367", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "What Happened To The Heart?", "asin": "B0DHD98T4Q", "price": "$28.98", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Sofa Bed Chair 3-in-1 Convertible, Lounger Sleeper, Single Recliner for Small Space with Adjustable Backrest (Dark Grey)", "asin": "B09NSJ11KH", "price": "$169.99", "delivery": "$39.99 delivery Apr 29 - May 1"},
  {"title": "Star Projector, Galaxy Projector for Bedroom, LED Night Light Aurora Projector with Bluetooth Speaker, White Noise, Timer and Remote, Room Decor, Gifts for Kids, Adults, Christmas, Birthday", "asin": "B099ZRCGWW", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "300 Piece Colorful Aurora Great Jigsaw Puzzles for Adults Dog Puzzles for Adults Toys Gift Family Decoration Puzzles", "asin": "B0DQKTMYYS", "price": "$13.99", "delivery": "$5.97 delivery May 8 - 23 Only 15 left in stock - order soon."},
  {"title": "Challenging Puzzle for Adults Aurora 1000 Pieces Jigsaw Puzzles for Home Decor Beautiful Village with Aurora and Star Intelligence Puzzles for Family Games Artwork Decor 27.5\"X19.7\"", "asin": "B0DY6ZXFXZ", "price": "$13.99", "delivery": "FREE delivery Sun, Apr 27 Only 12 left in stock - order soon."},
  {"title": "Organic Walnuts, 30 OZ", "asin": "B08Z9N9WQ6", "price": "$21.06", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items Or FREE pickup"},
  {"title": "Products, Pumpkin Seeds Raw Organic, 10 Ounce", "asin": "B07NRD6DHB", "price": "$7.89", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items Or FREE pickup"},
  {"title": "Disney Princess Toys, Carriage to Castle Transforming Playset with Aurora Small Doll, 4 Figures, Furniture & Accessories", "asin": "B0CMGBYR4X", "price": "$18.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Disney Princess Sleeping Beauty Aurora Light and Sound Musical Bubble Wand, Includes Bubble Solution", "asin": "B0DCYXHTHB", "price": "$15.74", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Northern Light Projector, Aurora Star Projector Built-in Bluetooth Speaker, White Noise Machine for Kids Adults, Galaxy Light for Bedroom/Ceiling/Party/Gift (Black)", "asin": "B0BMVGCX7F", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
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  {"title": "Galaxy Projector, Star Projector Planetarium Night Light Lamp Ceiling Space Starry Sky Projector with Light Strip Meteor and Galaxy Projector for Kids Bedroom Birthday Christmas Gift (Black)", "asin": "B0DBHLX429", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Products Spicy Pub Mix, 12.5 oz", "asin": "B078138HDB", "price": "$7.49", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Products Macadamia Nuts, Raw, 8 oz", "asin": "B002HQNKVQ", "price": "$11.29", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora: An Eerie Sci Fi Story with High-Stakes Survival, Navigate a World Plunged into Darkness", "asin": "0062916475", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Adorable Palm Pals\u2122 Belle Strawberry Cow\u2122 Stuffed Animal - Pocket-Sized Play - Collectable Fun - Pink 5 Inches", "asin": "B0BYB79YD9", "price": "$12.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Adorable Palm Pals\u2122 Sweetie Cow\u2122 Stuffed Animal - Pocket-Sized Play - Collectable Fun - White 5 Inches", "asin": "B08SJ9MVV6", "price": "$7.93", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
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  {"title": "Products Organic Pitted Prunes, 11 oz", "asin": "B07JNDX3VM", "price": "$9.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
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  {"title": "Aurora Nutrascience, Mega-Liposomal Liquid Glutathione + Vitamin C, Antioxidant, Immune System Support, 750 mg per Serving,16 fl oz (480 mL)", "asin": "B07XTPJHGP", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "The Gods We Can Touch", "asin": "B09JKW2R85", "price": "$13.98", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Aurora 50Mg/Ml Oral Pro Pyrantel Pamoate Oral Suspension, 16 Ounce, Vanilla Flavor", "asin": "B0771WYDR5", "price": "$27.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "12-Sheet Crosscut Paper and Credit Card Shredder with 5.2 gal Wastebasket", "asin": "B07BNT4CQ3", "price": "$49.70", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Natural Products Apple Juice Infused Cherries, 10 Ounce", "asin": "B079VP3DLQ", "price": "$11.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE pickup"},
  {"title": "Aurora", "asin": "0316526991", "price": "$13.96", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Australian Crystallized Ginger Chunks, 11 OZ", "asin": "B00KFOHZ4A", "price": "$8.69", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Raw Whole Brazil Nuts, 6.75 OZ", "asin": "B09P5YFLHB", "price": "$9.79", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Nutrascience Micro-Pack Liposomal Vitamin C, Immune Support, 1,000 mg Per Serving, Gluten Free, Non-GMO, 30 Single Serve Packets, 21.7 oz", "asin": "B09K1THMJZ", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "I Wish You Happiness, Aurora (The Unconditional Love for Aurora Series)", "asin": "1922614106", "price": "$13.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "AU1275MA Professional Grade 12-Sheet Micro-Cut Paper and CD/Credit Card Shredder/ 60 Minutes Continuous Run Time, White/Gray", "asin": "B08QTNN67C", "price": "$134.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Roasted & Salted Mixed Nuts, 39 OZ", "asin": "B09VN8W7HL", "price": "$22.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Smart Bulb Dimmer Switch | for Philips Hue Smart Bulbs | Z3-1BRL-WH-L0 | White", "asin": "B07RJ14FBS", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Products Organic Hazelnuts, 9 Ounce", "asin": "B079W15HBP", "price": "$5.99", "delivery": " $9.95 delivery Today 6 PM - 8 PM Or FREE pickup"},
  {"title": "Aurora Nutrascience, Mega-Liposomal CoQ10/PQQ+ Vitamin C, Gluten Free, Non-GMO, Sugar Free, Organic Fruit Flavor, 16 fl oz (480 mL)", "asin": "B07XTSN6LP", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Professional Grade AU125MA 120-Sheet Auto Feed High-Security Micro-Cut Paper Shredder/60 Minutes/Security Level P-5", "asin": "B0C91N1BDR", "price": "$190.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Organic Dried Cranberries, 9 OZ", "asin": "B087ZL7MML", "price": "$10.31", "delivery": " One-Day FREE delivery Tomorrow, Apr 24 Or FREE pickup"}]
  <|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": "2025-04-23T22:47:33.823Z", // 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>
  