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": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:39.769Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:56:48.687Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:56:55.630Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:57:14.603Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:57:32.385Z", "action": "click_product", "action_argument": "B0B99J7T35"}
  {"timestamp": "2025-04-05T15:57:38.423Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T15:58:01.291Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T01:15:36.138Z", "action": "input", "action_argument": "4090"}
  {"timestamp": "2025-04-06T01:15:36.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T01:16:16.580Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T01:16:37.956Z", "action": "click_product", "action_argument": "B0DYDY8KSC"}
  {"timestamp": "2025-04-06T01:16:54.724Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T01:17:08.141Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T01:17:12.941Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T04:19:06.755Z", "action": "input", "action_argument": "ssd"}
  {"timestamp": "2025-04-06T04:19:06.927Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T04:19:24.828Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:19:30.895Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:19:54.149Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:20:26.749Z", "action": "click_product", "action_argument": "B0DHLCRF91"}
  {"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
  {"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  <|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": "mounting screws"}],
  "cart_items": [{"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": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "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": "$27.99", "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"},
  {"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "quantity": ""},
  {"title": "M.2 Screw Kit, 633PCS NVMe Screw M.2 SSD Mounting Kit-M2 M2.5 M3 Black Carbon Steel Laptop Notebook Computer Set with Screwdriver for Asus Gigabyte MSI Motherboards Compatible with IBM/HP/Dell", "asin": "B0BZ46Q93Q", "price": "$8.43", "quantity": ""},
  {"title": "Bolts, Nuts, and Washer Assortment Kit - 120 pcs Nuts and Bolts Assortment Kit, Nut Bolt and Washer Assortment, Bolt and Nut Assortment (Silver, 120)", "asin": "B0DP8LS4NY", "price": "$6.29", "quantity": ""},
  {"title": "EEEEE Self Tapping Screws Assortment Kit 528pcs Assorted Screws Set SAE #4#6#8#10#12 Flat Head 304 Stainless Steel Screws Kit Sheet Metal Screws Kit,17 Types Phillips Drive Wood Screws Assortment", "asin": "B0D9MC2XX6", "price": "$23.99", "quantity": ""},
  {"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "quantity": ""},
  {"title": "ASTARON M.2 SSD Screws Kit, Nvme M2 Screws Suitable for ASUS MSI Gigabyte NGFF Motherboard", "asin": "B0B3J244BT", "price": "$6.99", "quantity": ""},
  {"title": "License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)", "asin": "B09J1Q6LRX", "price": "$5.79", "quantity": ""},
  {"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "quantity": ""}],
  "ads": [{"title": "Wensilon (274 pcs) Plastic Drywall Wall Anchors Kit with Screws\uff0c Concrete Screw kit Wall Anchor Set Suitable for Brick and Cement Walls", "asin": "B0DJQRNFN4"},
  {"title": "Self-Drilling Drywall Anchors Assortment Kit \u2013 182 Pcs for Concrete, Drywall, and Sheetrock \u2013 Heavy Duty Wall Anchors for Easy Installation, No Drill Bit Required", "asin": "B0DJQSZJLR"},
  {"title": "Wenselon (616 pcs) Drywall Anchor Set for Cement Walls, Hollow Walls, Wood Walls and Brick Walls", "asin": "B0DC5B9FHF"}],
  "search_results": [{"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "M.2 SSD Mounting Screws Kit,50PCS PCIE NVME M.2 Screws for M.2 NVME SSD Mounting", "asin": "B0D2Q3RGG9", "price": "$5.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "High Hardness Drywall Screws Assortment Kit, 166 pcs, Coarse Thread, Phillips Drive, Black Wood Screws, Screws Assortment, Screws Set, 6 Sizes (3\u201d,2\u201d,1-1/2\u201d,1-1/4\u201d,1\u201d,3/4\u201d)", "asin": "B0C1SD9H1F", "price": "$7.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Universal TV Mounting Hardware Screw Kit Set with Box - M4 M5 M6 M8 Screws and Washers Spacers, Replacement Screws for TV VESA Mounting, Fits Most TV/Monitor up to 80 inch", "asin": "B0D46RZ8H7", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mr. Pen- Wood Screws Assortment Kit, 152 pcs, Silver, Phillips Tips, Assorted Wood Screws, 6 Sizes (2\u201d, 1-1/2\u201d, 1-1/4\u201d, 1\u201d, 3/4\u201d, 1/2\u201d)", "asin": "B092LP684Q", "price": "$5.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "NVMe SATA M.2 2280 PCIe SSD Standoff Mounting m2 Screws Kit for ASUS", "asin": "B08Q8K5R8P", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "High Hardness Wood Screws Assortment Kit, 209 pcs, Phillips Drive Flat Head, Wood Screws, Screws, Drywall Screws, Assorted Screws, Screws Set, 6 Sizes (2\u201d,1-1/2\u201d,1-1/4\u201d,1\u201d,3/4\u201d,1/2\u201d)", "asin": "B0BRPQW3G9", "price": "$7.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "WALI Universal TV Mounting Hardware Kit Set Includes M4 M5 M6 M8 TV Screws and Spacer Fit Most TVs up to 80 inch (UVSP), Black", "asin": "B073WKR1QR", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Bear Claw Screw Hanger Gold - 30lb Picture Hooks - 4-in-1 Picture Hanging Screws for D-Rings, Sawtooth, Wire and Keyholes - Mounts in Drywall and Wood Studs 30 Pack", "asin": "B0932BYWP7", "price": "$14.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "HongWay 370pcs Plastic Drywall Wall Anchors Kit with Screws, Includes 5 Different Assorted Size Anchors and Screws", "asin": "B07VS5QKBC", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
  {"title": "KURUI Drywall Anchors Kit for Sheetrock Concrete Brick 350PCS, 175 Dry Wall Anchors and 175 Flat Head Screws, 5 Sizes Picture Hangers Assortment Set, Picture Hanging Anchors for Frame Curtain Rod Art", "asin": "B0D1MSBMDB", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "120Pcs #8 Self Drilling Drywall Anchors and Screws kit #8 x 1-1/4\u201d- Superb Wall Anchors for Drywall, Holds Upto 75lbs \u2013 No Drill Hole Required with These Dry Wall Screws and Anchors", "asin": "B0CC1YGYVK", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "#8 Self Drilling Drywall Plastic Anchors with Screws - No Pre Drill Hole Preparation Required - 75 Lbs", "asin": "B0845YKDHV", "price": "$7.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI Drywall Screws Assortment Kit, #6 Black Wood Screws for Sheetrock,165pcs Picture Hanging Kit for Frame Painting Art Photo, Phillips Coarse Dry Wall Screw 4 Sizes 1\",1-1/4\",1-5/8\",2\"", "asin": "B0BHNK23GJ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "ASTARON M.2 SSD Screws Kit, Nvme M2 Screws Suitable for ASUS MSI Gigabyte NGFF Motherboard", "asin": "B0B3J244BT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI #8 Self Drilling Drywall Anchors, 100PCs Dry Wall Anchors and Screws Kit for Hanging Sheetrock, 50 Self-Tapping Plastic Drywall Hangers 50 Sheet Rock Screws, Heavy Duty 75LB Hanging", "asin": "B086ZK7RBF", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "PCIe NVMe M.2 SSD Mounting Screws Kit for Asus Gigabyte ASRock Msi Motherboards, 30pcs", "asin": "B08ZD81HDR", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Drywall Anchors and Screws Kit 142Pcs, Wall Anchors and Screws for Drywall, Including 5 Different Sizes", "asin": "B0BX6939H1", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Zinc Self-Drilling Drywall Anchors with Screws Kit, 25 Heavy Duty Metal Wall Anchors and 25#8 x 1-1/4'' Screws - 50 Pieces All Together", "asin": "B07CVT1N4M", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "EEEEE Self Tapping Screws Assortment Kit 528pcs Assorted Screws Set SAE #4#6#8#10#12 Flat Head 304 Stainless Steel Screws Kit Sheet Metal Screws Kit,17 Types Phillips Drive Wood Screws Assortment", "asin": "B0D9MC2XX6", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-06T20:00:15.266Z", // 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": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:39.769Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:56:48.687Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:56:55.630Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:57:14.603Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:57:32.385Z", "action": "click_product", "action_argument": "B0B99J7T35"}
  {"timestamp": "2025-04-05T15:57:38.423Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T15:58:01.291Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T01:15:36.138Z", "action": "input", "action_argument": "4090"}
  {"timestamp": "2025-04-06T01:15:36.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T01:16:16.580Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T01:16:37.956Z", "action": "click_product", "action_argument": "B0DYDY8KSC"}
  {"timestamp": "2025-04-06T01:16:54.724Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T01:17:08.141Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T01:17:12.941Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T04:19:06.755Z", "action": "input", "action_argument": "ssd"}
  {"timestamp": "2025-04-06T04:19:06.927Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T04:19:24.828Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:19:30.895Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:19:54.149Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:20:26.749Z", "action": "click_product", "action_argument": "B0DHLCRF91"}
  {"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
  {"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  <|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": "mounting screws"}],
  "cart_items": [{"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": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "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": "$27.99", "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"},
  {"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "quantity": ""},
  {"title": "M.2 Screw Kit, 633PCS NVMe Screw M.2 SSD Mounting Kit-M2 M2.5 M3 Black Carbon Steel Laptop Notebook Computer Set with Screwdriver for Asus Gigabyte MSI Motherboards Compatible with IBM/HP/Dell", "asin": "B0BZ46Q93Q", "price": "$8.43", "quantity": ""},
  {"title": "Bolts, Nuts, and Washer Assortment Kit - 120 pcs Nuts and Bolts Assortment Kit, Nut Bolt and Washer Assortment, Bolt and Nut Assortment (Silver, 120)", "asin": "B0DP8LS4NY", "price": "$6.29", "quantity": ""},
  {"title": "EEEEE Self Tapping Screws Assortment Kit 528pcs Assorted Screws Set SAE #4#6#8#10#12 Flat Head 304 Stainless Steel Screws Kit Sheet Metal Screws Kit,17 Types Phillips Drive Wood Screws Assortment", "asin": "B0D9MC2XX6", "price": "$23.99", "quantity": ""},
  {"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "quantity": ""},
  {"title": "ASTARON M.2 SSD Screws Kit, Nvme M2 Screws Suitable for ASUS MSI Gigabyte NGFF Motherboard", "asin": "B0B3J244BT", "price": "$6.99", "quantity": ""},
  {"title": "License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)", "asin": "B09J1Q6LRX", "price": "$5.79", "quantity": ""},
  {"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "quantity": ""}],
  "ads": [{"title": "Wensilon (274 pcs) Plastic Drywall Wall Anchors Kit with Screws\uff0c Concrete Screw kit Wall Anchor Set Suitable for Brick and Cement Walls", "asin": "B0DJQRNFN4"},
  {"title": "Self-Drilling Drywall Anchors Assortment Kit \u2013 182 Pcs for Concrete, Drywall, and Sheetrock \u2013 Heavy Duty Wall Anchors for Easy Installation, No Drill Bit Required", "asin": "B0DJQSZJLR"},
  {"title": "Wenselon (616 pcs) Drywall Anchor Set for Cement Walls, Hollow Walls, Wood Walls and Brick Walls", "asin": "B0DC5B9FHF"}],
  "search_results": [{"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "M.2 SSD Mounting Screws Kit,50PCS PCIE NVME M.2 Screws for M.2 NVME SSD Mounting", "asin": "B0D2Q3RGG9", "price": "$5.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "High Hardness Drywall Screws Assortment Kit, 166 pcs, Coarse Thread, Phillips Drive, Black Wood Screws, Screws Assortment, Screws Set, 6 Sizes (3\u201d,2\u201d,1-1/2\u201d,1-1/4\u201d,1\u201d,3/4\u201d)", "asin": "B0C1SD9H1F", "price": "$7.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Universal TV Mounting Hardware Screw Kit Set with Box - M4 M5 M6 M8 Screws and Washers Spacers, Replacement Screws for TV VESA Mounting, Fits Most TV/Monitor up to 80 inch", "asin": "B0D46RZ8H7", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mr. Pen- Wood Screws Assortment Kit, 152 pcs, Silver, Phillips Tips, Assorted Wood Screws, 6 Sizes (2\u201d, 1-1/2\u201d, 1-1/4\u201d, 1\u201d, 3/4\u201d, 1/2\u201d)", "asin": "B092LP684Q", "price": "$5.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "NVMe SATA M.2 2280 PCIe SSD Standoff Mounting m2 Screws Kit for ASUS", "asin": "B08Q8K5R8P", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "High Hardness Wood Screws Assortment Kit, 209 pcs, Phillips Drive Flat Head, Wood Screws, Screws, Drywall Screws, Assorted Screws, Screws Set, 6 Sizes (2\u201d,1-1/2\u201d,1-1/4\u201d,1\u201d,3/4\u201d,1/2\u201d)", "asin": "B0BRPQW3G9", "price": "$7.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "WALI Universal TV Mounting Hardware Kit Set Includes M4 M5 M6 M8 TV Screws and Spacer Fit Most TVs up to 80 inch (UVSP), Black", "asin": "B073WKR1QR", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Bear Claw Screw Hanger Gold - 30lb Picture Hooks - 4-in-1 Picture Hanging Screws for D-Rings, Sawtooth, Wire and Keyholes - Mounts in Drywall and Wood Studs 30 Pack", "asin": "B0932BYWP7", "price": "$14.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "HongWay 370pcs Plastic Drywall Wall Anchors Kit with Screws, Includes 5 Different Assorted Size Anchors and Screws", "asin": "B07VS5QKBC", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
  {"title": "KURUI Drywall Anchors Kit for Sheetrock Concrete Brick 350PCS, 175 Dry Wall Anchors and 175 Flat Head Screws, 5 Sizes Picture Hangers Assortment Set, Picture Hanging Anchors for Frame Curtain Rod Art", "asin": "B0D1MSBMDB", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "120Pcs #8 Self Drilling Drywall Anchors and Screws kit #8 x 1-1/4\u201d- Superb Wall Anchors for Drywall, Holds Upto 75lbs \u2013 No Drill Hole Required with These Dry Wall Screws and Anchors", "asin": "B0CC1YGYVK", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "#8 Self Drilling Drywall Plastic Anchors with Screws - No Pre Drill Hole Preparation Required - 75 Lbs", "asin": "B0845YKDHV", "price": "$7.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI Drywall Screws Assortment Kit, #6 Black Wood Screws for Sheetrock,165pcs Picture Hanging Kit for Frame Painting Art Photo, Phillips Coarse Dry Wall Screw 4 Sizes 1\",1-1/4\",1-5/8\",2\"", "asin": "B0BHNK23GJ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "ASTARON M.2 SSD Screws Kit, Nvme M2 Screws Suitable for ASUS MSI Gigabyte NGFF Motherboard", "asin": "B0B3J244BT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI #8 Self Drilling Drywall Anchors, 100PCs Dry Wall Anchors and Screws Kit for Hanging Sheetrock, 50 Self-Tapping Plastic Drywall Hangers 50 Sheet Rock Screws, Heavy Duty 75LB Hanging", "asin": "B086ZK7RBF", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "PCIe NVMe M.2 SSD Mounting Screws Kit for Asus Gigabyte ASRock Msi Motherboards, 30pcs", "asin": "B08ZD81HDR", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Drywall Anchors and Screws Kit 142Pcs, Wall Anchors and Screws for Drywall, Including 5 Different Sizes", "asin": "B0BX6939H1", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Zinc Self-Drilling Drywall Anchors with Screws Kit, 25 Heavy Duty Metal Wall Anchors and 25#8 x 1-1/4'' Screws - 50 Pieces All Together", "asin": "B07CVT1N4M", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "EEEEE Self Tapping Screws Assortment Kit 528pcs Assorted Screws Set SAE #4#6#8#10#12 Flat Head 304 Stainless Steel Screws Kit Sheet Metal Screws Kit,17 Types Phillips Drive Wood Screws Assortment", "asin": "B0D9MC2XX6", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-06T20:00:15.266Z", // 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": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-05T15:56:39.769Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:56:48.687Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:56:55.630Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:57:14.603Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-05T15:57:32.385Z", "action": "click_product", "action_argument": "B0B99J7T35"}
  {"timestamp": "2025-04-05T15:57:38.423Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-05T15:58:01.291Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T01:15:36.138Z", "action": "input", "action_argument": "4090"}
  {"timestamp": "2025-04-06T01:15:36.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T01:16:16.580Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T01:16:37.956Z", "action": "click_product", "action_argument": "B0DYDY8KSC"}
  {"timestamp": "2025-04-06T01:16:54.724Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T01:17:08.141Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T01:17:12.941Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T04:19:06.755Z", "action": "input", "action_argument": "ssd"}
  {"timestamp": "2025-04-06T04:19:06.927Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T04:19:24.828Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:19:30.895Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:19:54.149Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:20:26.749Z", "action": "click_product", "action_argument": "B0DHLCRF91"}
  {"timestamp": "2025-04-06T04:21:21.627Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:21:24.530Z", "action": "click_product", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:23:45.585Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:24:35.615Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T04:41:24.014Z", "action": "purchase", "action_argument": "B0CHGT1KFJ"}
  {"timestamp": "2025-04-06T04:42:23.694Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T04:42:47.181Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T04:42:50.228Z", "action": "purchase", "action_argument": "B0BHJJ9Y77"}
  {"timestamp": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  <|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": "mounting screws"}],
  "cart_items": [{"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": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "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": "$27.99", "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"},
  {"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
  "promotion_items": [{"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "quantity": ""},
  {"title": "M.2 Screw Kit, 633PCS NVMe Screw M.2 SSD Mounting Kit-M2 M2.5 M3 Black Carbon Steel Laptop Notebook Computer Set with Screwdriver for Asus Gigabyte MSI Motherboards Compatible with IBM/HP/Dell", "asin": "B0BZ46Q93Q", "price": "$8.43", "quantity": ""},
  {"title": "Bolts, Nuts, and Washer Assortment Kit - 120 pcs Nuts and Bolts Assortment Kit, Nut Bolt and Washer Assortment, Bolt and Nut Assortment (Silver, 120)", "asin": "B0DP8LS4NY", "price": "$6.29", "quantity": ""},
  {"title": "EEEEE Self Tapping Screws Assortment Kit 528pcs Assorted Screws Set SAE #4#6#8#10#12 Flat Head 304 Stainless Steel Screws Kit Sheet Metal Screws Kit,17 Types Phillips Drive Wood Screws Assortment", "asin": "B0D9MC2XX6", "price": "$23.99", "quantity": ""},
  {"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "quantity": ""},
  {"title": "ASTARON M.2 SSD Screws Kit, Nvme M2 Screws Suitable for ASUS MSI Gigabyte NGFF Motherboard", "asin": "B0B3J244BT", "price": "$6.99", "quantity": ""},
  {"title": "License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)", "asin": "B09J1Q6LRX", "price": "$5.79", "quantity": ""},
  {"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "quantity": ""}],
  "ads": [{"title": "Wensilon (274 pcs) Plastic Drywall Wall Anchors Kit with Screws\uff0c Concrete Screw kit Wall Anchor Set Suitable for Brick and Cement Walls", "asin": "B0DJQRNFN4"},
  {"title": "Self-Drilling Drywall Anchors Assortment Kit \u2013 182 Pcs for Concrete, Drywall, and Sheetrock \u2013 Heavy Duty Wall Anchors for Easy Installation, No Drill Bit Required", "asin": "B0DJQSZJLR"},
  {"title": "Wenselon (616 pcs) Drywall Anchor Set for Cement Walls, Hollow Walls, Wood Walls and Brick Walls", "asin": "B0DC5B9FHF"}],
  "search_results": [{"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "M.2 SSD Mounting Screws Kit,50PCS PCIE NVME M.2 Screws for M.2 NVME SSD Mounting", "asin": "B0D2Q3RGG9", "price": "$5.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI Drywall Anchors and Screws Assortment Kit 270PCS, 135 Plastic Dry Wall Anchors and 135 Philips Flat Head Screws, 5 Sizes Wall Hanging Kit for Hanging Picture Frame, Shelf Brackets, Curtain Rod", "asin": "B08HDFNDRP", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "High Hardness Drywall Screws Assortment Kit, 166 pcs, Coarse Thread, Phillips Drive, Black Wood Screws, Screws Assortment, Screws Set, 6 Sizes (3\u201d,2\u201d,1-1/2\u201d,1-1/4\u201d,1\u201d,3/4\u201d)", "asin": "B0C1SD9H1F", "price": "$7.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Universal TV Mounting Hardware Screw Kit Set with Box - M4 M5 M6 M8 Screws and Washers Spacers, Replacement Screws for TV VESA Mounting, Fits Most TV/Monitor up to 80 inch", "asin": "B0D46RZ8H7", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mr. Pen- Wood Screws Assortment Kit, 152 pcs, Silver, Phillips Tips, Assorted Wood Screws, 6 Sizes (2\u201d, 1-1/2\u201d, 1-1/4\u201d, 1\u201d, 3/4\u201d, 1/2\u201d)", "asin": "B092LP684Q", "price": "$5.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "NVMe SATA M.2 2280 PCIe SSD Standoff Mounting m2 Screws Kit for ASUS", "asin": "B08Q8K5R8P", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "High Hardness Wood Screws Assortment Kit, 209 pcs, Phillips Drive Flat Head, Wood Screws, Screws, Drywall Screws, Assorted Screws, Screws Set, 6 Sizes (2\u201d,1-1/2\u201d,1-1/4\u201d,1\u201d,3/4\u201d,1/2\u201d)", "asin": "B0BRPQW3G9", "price": "$7.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "WALI Universal TV Mounting Hardware Kit Set Includes M4 M5 M6 M8 TV Screws and Spacer Fit Most TVs up to 80 inch (UVSP), Black", "asin": "B073WKR1QR", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Bear Claw Screw Hanger Gold - 30lb Picture Hooks - 4-in-1 Picture Hanging Screws for D-Rings, Sawtooth, Wire and Keyholes - Mounts in Drywall and Wood Studs 30 Pack", "asin": "B0932BYWP7", "price": "$14.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "HongWay 370pcs Plastic Drywall Wall Anchors Kit with Screws, Includes 5 Different Assorted Size Anchors and Screws", "asin": "B07VS5QKBC", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "SGTKJSJS M.2 Screw Kit,NVMe Screw m.2 SSD Mounting Kit\uff0cCompatible ASUS Motherboard", "asin": "B07Q3DLCJ4", "price": "$4.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
  {"title": "KURUI Drywall Anchors Kit for Sheetrock Concrete Brick 350PCS, 175 Dry Wall Anchors and 175 Flat Head Screws, 5 Sizes Picture Hangers Assortment Set, Picture Hanging Anchors for Frame Curtain Rod Art", "asin": "B0D1MSBMDB", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "120Pcs #8 Self Drilling Drywall Anchors and Screws kit #8 x 1-1/4\u201d- Superb Wall Anchors for Drywall, Holds Upto 75lbs \u2013 No Drill Hole Required with These Dry Wall Screws and Anchors", "asin": "B0CC1YGYVK", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "#8 Self Drilling Drywall Plastic Anchors with Screws - No Pre Drill Hole Preparation Required - 75 Lbs", "asin": "B0845YKDHV", "price": "$7.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI Drywall Screws Assortment Kit, #6 Black Wood Screws for Sheetrock,165pcs Picture Hanging Kit for Frame Painting Art Photo, Phillips Coarse Dry Wall Screw 4 Sizes 1\",1-1/4\",1-5/8\",2\"", "asin": "B0BHNK23GJ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "ASTARON M.2 SSD Screws Kit, Nvme M2 Screws Suitable for ASUS MSI Gigabyte NGFF Motherboard", "asin": "B0B3J244BT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "KURUI #8 Self Drilling Drywall Anchors, 100PCs Dry Wall Anchors and Screws Kit for Hanging Sheetrock, 50 Self-Tapping Plastic Drywall Hangers 50 Sheet Rock Screws, Heavy Duty 75LB Hanging", "asin": "B086ZK7RBF", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "PCIe NVMe M.2 SSD Mounting Screws Kit for Asus Gigabyte ASRock Msi Motherboards, 30pcs", "asin": "B08ZD81HDR", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Drywall Anchors and Screws Kit 142Pcs, Wall Anchors and Screws for Drywall, Including 5 Different Sizes", "asin": "B0BX6939H1", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Zinc Self-Drilling Drywall Anchors with Screws Kit, 25 Heavy Duty Metal Wall Anchors and 25#8 x 1-1/4'' Screws - 50 Pieces All Together", "asin": "B07CVT1N4M", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "EEEEE Self Tapping Screws Assortment Kit 528pcs Assorted Screws Set SAE #4#6#8#10#12 Flat Head 304 Stainless Steel Screws Kit Sheet Metal Screws Kit,17 Types Phillips Drive Wood Screws Assortment", "asin": "B0D9MC2XX6", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-06T20:00:15.266Z", // 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>
  