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": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
  {"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:48:09.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
  {"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  {"timestamp": "2025-04-16T17:49:13.797Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
  {"timestamp": "2025-04-16T17:54:58.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:55:54.363Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:55:57.432Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
  {"timestamp": "2025-04-16T17:56:51.260Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
  {"timestamp": "2025-04-16T17:56:54.718Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
  {"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  {"timestamp": "2025-04-16T18:05:51.602Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
  {"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
  {"timestamp": "2025-04-21T07:29:37.615Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:29:58.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:20.470Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:26.920Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:58.470Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:31:05.762Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:15.979Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:16.173Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
  {"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T07:40:21.659Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:40:24.373Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T17:23:11.963Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:25:42.767Z", "action": "click_product", "action_argument": "B0D5BGST5N"}
  {"timestamp": "2025-04-21T17:26:26.578Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T17:27:17.970Z", "action": "input", "action_argument": "matter smart light"}
  {"timestamp": "2025-04-21T17:27:18.138Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:28:07.887Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T17:28:49.828Z", "action": "purchase", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T17:29:06.327Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T17:29:25.028Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T17:29:45.661Z", "action": "input", "action_argument": "matter "}
  {"timestamp": "2025-04-21T17:29:45.726Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:31:16.298Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T17:31:23.911Z", "action": "purchase", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:31.756Z", "action": "click_product", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:44.051Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:47:14.846Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-21T17:47:15.006Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:47:47.054Z", "action": "click_product", "action_argument": "B07ZB2QLC2"}
  {"timestamp": "2025-04-21T17:48:08.859Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:20.963Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:41.754Z", "action": "click_product", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:50:44.976Z", "action": "purchase", "action_argument": "B07D37VDM3"}
  <|memory_end|>
  
  <|action_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"}
  <|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": "homekit ac controller"}],
  "cart_items": [{"title": "Aqara Zigbee Door and Window Sensor, Wireless Mini Contact Sensor, Home Automation, Requires Aqara Hub, Zigbee Connection, Kid Safety, Compatible with Apple HomeKit, Alexa, Works with IFTTT", "asin": "B07D37VDM3", "price": "$15.29", "quantity": "1"},
  {"title": "Kasa Matter Smart Plug w/ Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M (4-Pack)", "asin": "B0BYGMR4DX", "price": "$41.99", "quantity": "1"},
  {"title": "Tapo TP-Link Smart Light Bulbs, 1100 Lumens High Brightness (75W Equivalent), Matter-Certified, 16M Colors WiFi Light Bulb, Dimmable, Works w/Siri, Alexa & Google Home, A19 E26, L535E(4-Pack)", "asin": "B0DSJCN9RZ", "price": "$35.99", "quantity": "1"},
  {"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 Large Picture Hanging Strips, White, Holds up to 16 lbs, 14-Pairs, Easy to Open Packaging", "asin": "B073XR4X72", "price": "$9.57", "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": "REALINN Under Sink Organizer, Pull Out Cabinet Organizer 2 Tier Slide Out Sink Shelf Cabinet Storage Shelves, Storage for Kitchen Bathroom, White, 2 Pack", "asin": "B0CFQFMC4F", "price": "$45.99", "quantity": "1"},
  {"title": "Oudain 15.5 ft Pennant Banner Flags, 2 Pcs Nursery Garland Triangle Bunting Flag Baby Banner for Nursery Decor Baby Birthday Boho Wedding Shower Party Event, Each 7.75 ft(Simple Color)", "asin": "B0CYH1HJ39", "price": "$16.49", "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": "Boho Bulletin Board Borders Classroom Colorful Border Stickers Boho Die-Cut Border Trims Bulletin Board Scalloped Borders Self-Adhesive for School Blackboard Chalkboard Desk, 91.8 Ft", "asin": "B0BXD86JJ3", "price": "$11.99", "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": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.95", "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": "$325.04", "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": "Sensibo\nSky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "quantity": ""},
  {"title": "Sensibo\nAir - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "quantity": ""},
  {"title": "AC Infinity\nController 69 PRO, Smart Environmental Controller with Temperature, Humidity, VPD, Timer, Cycle, Schedule Controls, for Grow Tent Cooling Ventilation Lighting", "asin": "B0BNLWT292", "price": "$99.00", "quantity": ""},
  {"title": "Honeywell\nHome T9 WiFi Smart Thermostat with 1 Smart Room Sensor, Touchscreen Display", "asin": "B07N849J21", "price": "$199.99", "quantity": ""},
  {"title": "WiFi Smart Remote Controller Smart Home IR Universal Remote Blaster, One for All Control TV DVD AUD Fan Air Conditioner etc, Compatible with Alexa and Google Home", "asin": "B0BFQYK7ZW", "price": "$14.52", "quantity": ""}],
  "ads": [{"title": "Sensibo Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW"},
  {"title": "Sensibo Air PRO - Air Conditioner Smart Controller & Air Quality Sensor. Smart Thermostat for Mini Split, Window, Portable AC. Temp & Humidity Sensors. Google, Alexa, Siri & Apple HomeKit Compatible", "asin": "B0B12ZBHLZ"},
  {"title": "Sensibo Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9"}],
  "search_results": [{"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home T9 WiFi Smart Thermostat with 1 Smart Room Sensor, Touchscreen Display", "asin": "B07N849J21", "price": "$199.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Smart Thermostat for Home, WiFi Thermostat Works with Matter, Alexa, Apple Home, Google Assistant, App & Voice Control, 7x24h Scheduling, Energy Saving, C-Wire Required", "asin": "B0D8SW5B2G", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Temperature Controller 15A 1800W, Smart Wi-Fi Thermostat Controlled Outlet Plug Works with Apple Home, Alexa, Google Home for Heating Cooling HomeBrew Fermentation Reptiles GreenHouse", "asin": "B0C4Y9MD4N", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Breez Eco | Smart AC Controller for Mini Split, Window, Portable ACS | WiFi, Alexa, Google, Siri Shortcuts, SmartThings, IFTTT, Free App, NO Subscriptions | Schedules, Geofencing, Comfy (White)", "asin": "B08RB2Q88Y", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller AI+ Environmental Controller, Dynamic AI Controls Grow Devices, Insights Alerts Data Analysis w/ WiFi App, Programmable Dual-Zone VPD Temperature Humidity Automations", "asin": "B0DKZZZCLP", "price": "$169.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat for Electric Baseboard and in-Wall Heaters Work with Apple Home, Alexa, Google Home and SmartThings, with Voice & Remote Control, Power Monitor, Easy Setup, Energy Saving", "asin": "B0C4YDRHBS", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Hub M2 (2.4 GHz Wi-Fi Required), Smart Home Bridge for Alarm System, IR Remote Control, Home Automation, Supports Alexa, Google Assistant, Apple HomeKit and IFTTT", "asin": "B08Y1PJZZH", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 69 PRO, Smart Environmental Controller with Temperature, Humidity, VPD, Timer, Cycle, Schedule Controls, for Grow Tent Cooling Ventilation Lighting", "asin": "B0BNLWT292", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat for Mini-Split Heat Pumps & AC | Smart Controller Replaces Remote | Control with 100% Free App | No Subscription | Easy Setup | HomeKit, Alexa, Google Home | Wi-Fi Programmable", "asin": "B0D26BNT1Y", "price": "$139.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "New 2025 ecobee Smart Thermostat Essential - Energy Star Certified programmable Wi-Fi Thermostat - Works with Siri, Alexa, and Google Assistant", "asin": "B0DT9MC2Z9", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "WiFi Smart IR Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD SAT etc,Compatible with Alexa and Google Assistant,No Hub Required", "asin": "B07QH1X7PX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Controller 69 PRO, Smart Environmental Controller with Temperature, Humidity, VPD, Timer, Cycle, Schedule Controls, for Grow Tent Cooling Ventilation Lighting", "asin": "B0BNLWT292", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Controller 67, Smart Bluetooth Fan Controller with Temperature, Humidity, Schedules, Grow Cycles, Dynamic Speed Programming for CLOUDLINE Airlift Fans Cooling and Ventilation", "asin": "B08JNJ3JYP", "price": "$49.99", "delivery": "FREE delivery May 12 - 22 for Prime members"},
  {"title": "Versatile AC Motor Speed Controller - 100V-120V, 15A Max - Electric Fan Speed Regulator with Overload Protection, Electronic Voltage Regulation, and Voltage LED Display", "asin": "B09LQP5RDB", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Tuya Smart WiFi IR Remote Control for TV DVD Air Conditioner AUD,All in One Infrared Universal Remote Controller,Compatible with Alexa Google Home", "asin": "B0CCWSYQRW", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat Enhanced - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - Smart Home", "asin": "B09XXTQPXC", "price": "$189.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Hub 2 (2nd Gen), Work as a WiFi Thermometer Hygrometer, IR Remote Control, Smart Remote and Light Sensor, Link SwitchBot to Wi-Fi (Support 2.4GHz), Compatible with Alexa&Google Assistant", "asin": "B0BM8VS13P", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Breez Max | ENERGY STAR CERTIFIED Smart AC Controller | WiFi Thermostat for Mini-Split, Window, Portable ACs/Heat Pumps | AI-Based Tech | Free App, No Subscriptions | Alexa, Google, IFTTT etc. (White)", "asin": "B0C7VMZ9FG", "price": "$119.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "WiFi Smart Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD Air Conditioner SAT etc,No Hub Required Compatible with Alexa and Google Home(IR)", "asin": "B08N1HJYKJ", "price": "$14.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Sensi Touch Wi-Fi Smart Thermostat with Touchscreen Color Display, Works with Alexa, Energy Star Certified, C-wire Required, ST75W , White", "asin": "B07CKJQYDW", "price": "$121.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Breez Lite | Smart AC Controller for Mini-Split, Window & Portable Air Conditioners & Heat Pumps | Free App, No Subscriptions | Alexa, Google, Siri Shortcuts, SmartThings, IFTTT (Black)", "asin": "B0BMTRCNG3", "price": "$68.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 2, Fan Thermostat and Speed Controller, Controls AIRPLATE, MULTIFAN, USB Fans and Devices, for AV Cabinet Cooling", "asin": "B00NG9TSG4", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kasa Apple HomeKit Outdoor Smart Plug, 2 Sockets, IP64 Weather Resistance for Outdoor String Lights, Compatible with Siri, Alexa & Google Home, Long Wi-Fi Range, 2.4G Wi-Fi Only, ETL Certified (EP40A)", "asin": "B0BMWLH7X1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Homekit Siri Voice Control, 5V-12V", "asin": "B0DPXKLJJZ", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Dimmer Switch Single Pole 2 Pack, Neutral Wire and 2.4GHz Wi-Fi Required, Compatible with Apple HomeKit, Alexa, FCC & ETL Listed, Voice Control, 120V AC, No Hub Required", "asin": "B0B9G8HJS5", "price": "$21.32", "delivery": "FREE delivery Sun, Apr 27 for Prime members Only 14 left in stock - order soon."},
  {"title": "Smart Dimmer Switch 2 Pack, Single Pole, Neutral Wire and 2.4GHz Wi-Fi Required, FCC & ETL Listed, Compatible with Apple HomeKit, Alexa and Hey Google, 120V AC, Voice Control, No Hub Required", "asin": "B09MM3JMDC", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Ceiling Fan Control and Dimmer Light Switch, Supports Apple HomeKit, Siri, Alexa, Google & SmartThings, 2.4G Wi-Fi Fan and Light Switch Combo, Neutral Wire Needed, Single Pole, 1 Pack", "asin": "B0CJ34MRWV", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Replacement Remote Control for Midea MRCOOL FRIMEC Klimaire AC Air Conditioner RG57B1/BGE RG57B2/BGE RG57B/BGE RG57/BGE RG57A/BGE RG57A6/BGEF RG57A7/BGEF RG57A6/BGEFU1 RG57E1/BGEU1 (with Holder)", "asin": "B0CTX5L136", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sensi Smart Thermostat, 100 Years Of Expertise, Wi-Fi, Data Privacy, Programmable, Easy DIY Install, Works With Alexa, Energy Star Certified, Mobile App, ST55", "asin": "B01NB1OB0I", "price": "$79.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "RM4mini Smart Remote Hub with Sensor Cable -WiFi IR Blaster for TV Remote, Smart AC Controller, Works with Alexa/Google Home/IFTTT", "asin": "B0872PPSGM", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "TP-Link Tapo Smart Dimmer Plug KIT, Matter Compatible, Wireless Dimmer Button, Dual Outlets, Max Power 300W, Works w/Apple Home, Alexa & Google Home, ETL Certified, 2.4G Wi-Fi, White (Tapo P135 KIT)", "asin": "B0CNB9FBP1", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "IR/RF Smart Home Hub-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Smart AC Controller, Works with Alexa, Google Assistant, IFTTT (RM4 pro)", "asin": "B086VBXSDH", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 63, Wireless Remote Controller with 10 Fan Speed Programming, Cooling and Ventilation for CLOUDLINE Airlift CLOUDWAY Fans", "asin": "B08ZNVVR35", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "CONTROLLER 79 PRO, WiFi Outlet Controller, Independent Programs for Two Devices, Wall Hang Digital Thermostat with Temperature, Humidity, VPD, & Timer Controls, For Seed Starting Heat Mats", "asin": "B0D27G32XB", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "WiFi RF IR Smart Home Universal Remote Controller for TV Air Conditioning Infrared RF Appliances, Control AC TV DVD CD AUD SAT, Tuya/Smart Life App Control, Voice Control with Alexa", "asin": "B0B6V9TVCN", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Sensi Touch 2 Smart Thermostat with Touchscreen Color Display, 100 Years of Expertise, Programmable, Wi-Fi, Data Privacy, Easy DIY, Works with Alexa, Energy Star Certified, ST76W, C-Wire Required", "asin": "B0BKH7TCSP", "price": "$134.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat LITE for Electric Baseboard Heaters 240V | DIY Install | Use w/HomeKit, Alexa, Google Home | Wi-Fi Programmable | Remote Control with Free App (2024)", "asin": "B0CQ8SD9XQ", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit WiFi Relay Switch, Smart Relay Wireless Remote Control Light Switch Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 2 Pack (Square)", "asin": "B09ZKDW27W", "price": "$16.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Nest Thermostat - Smart Thermostat for Home - Programmable Wifi Thermostat - Charcoal", "asin": "B08HRPDBFF", "price": "$104.00", "delivery": "FREE delivery Apr 28 - May 1 for Prime members Only 11 left in stock - order soon."},
  {"title": "Thermostat for Home with Touchscreen Color Display, WiFi Smart Thermostat Compatible with Alexa and Google Assistant, 7day/8period Programmable, Energy Saving, C-Wire Required, Screen Size 2.8\"", "asin": "B0CH9YMVNJ", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}]
  <|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": "2025-04-21T18:02:39.786Z", // 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": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
  {"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
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  {"title": "Controller 2, Fan Thermostat and Speed Controller, Controls AIRPLATE, MULTIFAN, USB Fans and Devices, for AV Cabinet Cooling", "asin": "B00NG9TSG4", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kasa Apple HomeKit Outdoor Smart Plug, 2 Sockets, IP64 Weather Resistance for Outdoor String Lights, Compatible with Siri, Alexa & Google Home, Long Wi-Fi Range, 2.4G Wi-Fi Only, ETL Certified (EP40A)", "asin": "B0BMWLH7X1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Homekit Siri Voice Control, 5V-12V", "asin": "B0DPXKLJJZ", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Dimmer Switch Single Pole 2 Pack, Neutral Wire and 2.4GHz Wi-Fi Required, Compatible with Apple HomeKit, Alexa, FCC & ETL Listed, Voice Control, 120V AC, No Hub Required", "asin": "B0B9G8HJS5", "price": "$21.32", "delivery": "FREE delivery Sun, Apr 27 for Prime members Only 14 left in stock - order soon."},
  {"title": "Smart Dimmer Switch 2 Pack, Single Pole, Neutral Wire and 2.4GHz Wi-Fi Required, FCC & ETL Listed, Compatible with Apple HomeKit, Alexa and Hey Google, 120V AC, Voice Control, No Hub Required", "asin": "B09MM3JMDC", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Ceiling Fan Control and Dimmer Light Switch, Supports Apple HomeKit, Siri, Alexa, Google & SmartThings, 2.4G Wi-Fi Fan and Light Switch Combo, Neutral Wire Needed, Single Pole, 1 Pack", "asin": "B0CJ34MRWV", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Replacement Remote Control for Midea MRCOOL FRIMEC Klimaire AC Air Conditioner RG57B1/BGE RG57B2/BGE RG57B/BGE RG57/BGE RG57A/BGE RG57A6/BGEF RG57A7/BGEF RG57A6/BGEFU1 RG57E1/BGEU1 (with Holder)", "asin": "B0CTX5L136", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sensi Smart Thermostat, 100 Years Of Expertise, Wi-Fi, Data Privacy, Programmable, Easy DIY Install, Works With Alexa, Energy Star Certified, Mobile App, ST55", "asin": "B01NB1OB0I", "price": "$79.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "RM4mini Smart Remote Hub with Sensor Cable -WiFi IR Blaster for TV Remote, Smart AC Controller, Works with Alexa/Google Home/IFTTT", "asin": "B0872PPSGM", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "TP-Link Tapo Smart Dimmer Plug KIT, Matter Compatible, Wireless Dimmer Button, Dual Outlets, Max Power 300W, Works w/Apple Home, Alexa & Google Home, ETL Certified, 2.4G Wi-Fi, White (Tapo P135 KIT)", "asin": "B0CNB9FBP1", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "IR/RF Smart Home Hub-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Smart AC Controller, Works with Alexa, Google Assistant, IFTTT (RM4 pro)", "asin": "B086VBXSDH", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 63, Wireless Remote Controller with 10 Fan Speed Programming, Cooling and Ventilation for CLOUDLINE Airlift CLOUDWAY Fans", "asin": "B08ZNVVR35", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "CONTROLLER 79 PRO, WiFi Outlet Controller, Independent Programs for Two Devices, Wall Hang Digital Thermostat with Temperature, Humidity, VPD, & Timer Controls, For Seed Starting Heat Mats", "asin": "B0D27G32XB", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "WiFi RF IR Smart Home Universal Remote Controller for TV Air Conditioning Infrared RF Appliances, Control AC TV DVD CD AUD SAT, Tuya/Smart Life App Control, Voice Control with Alexa", "asin": "B0B6V9TVCN", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Sensi Touch 2 Smart Thermostat with Touchscreen Color Display, 100 Years of Expertise, Programmable, Wi-Fi, Data Privacy, Easy DIY, Works with Alexa, Energy Star Certified, ST76W, C-Wire Required", "asin": "B0BKH7TCSP", "price": "$134.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat LITE for Electric Baseboard Heaters 240V | DIY Install | Use w/HomeKit, Alexa, Google Home | Wi-Fi Programmable | Remote Control with Free App (2024)", "asin": "B0CQ8SD9XQ", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit WiFi Relay Switch, Smart Relay Wireless Remote Control Light Switch Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 2 Pack (Square)", "asin": "B09ZKDW27W", "price": "$16.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Nest Thermostat - Smart Thermostat for Home - Programmable Wifi Thermostat - Charcoal", "asin": "B08HRPDBFF", "price": "$104.00", "delivery": "FREE delivery Apr 28 - May 1 for Prime members Only 11 left in stock - order soon."},
  {"title": "Thermostat for Home with Touchscreen Color Display, WiFi Smart Thermostat Compatible with Alexa and Google Assistant, 7day/8period Programmable, Energy Saving, C-Wire Required, Screen Size 2.8\"", "asin": "B0CH9YMVNJ", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}]
  <|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": "2025-04-21T18:02:39.786Z", // 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": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
  {"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:48:09.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
  {"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  {"timestamp": "2025-04-16T17:49:13.797Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
  {"timestamp": "2025-04-16T17:54:58.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:55:54.363Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:55:57.432Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
  {"timestamp": "2025-04-16T17:56:51.260Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
  {"timestamp": "2025-04-16T17:56:54.718Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
  {"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  {"timestamp": "2025-04-16T18:05:51.602Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
  {"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
  {"timestamp": "2025-04-21T07:29:37.615Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:29:58.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:20.470Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:26.920Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:58.470Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:31:05.762Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:15.979Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:16.173Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
  {"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T07:40:21.659Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:40:24.373Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T17:23:11.963Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:25:42.767Z", "action": "click_product", "action_argument": "B0D5BGST5N"}
  {"timestamp": "2025-04-21T17:26:26.578Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T17:27:17.970Z", "action": "input", "action_argument": "matter smart light"}
  {"timestamp": "2025-04-21T17:27:18.138Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:28:07.887Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T17:28:49.828Z", "action": "purchase", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T17:29:06.327Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T17:29:25.028Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T17:29:45.661Z", "action": "input", "action_argument": "matter "}
  {"timestamp": "2025-04-21T17:29:45.726Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:31:16.298Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T17:31:23.911Z", "action": "purchase", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:31.756Z", "action": "click_product", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:44.051Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:47:14.846Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-21T17:47:15.006Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:47:47.054Z", "action": "click_product", "action_argument": "B07ZB2QLC2"}
  {"timestamp": "2025-04-21T17:48:08.859Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:20.963Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:41.754Z", "action": "click_product", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:50:44.976Z", "action": "purchase", "action_argument": "B07D37VDM3"}
  <|memory_end|>
  
  <|action_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"}
  <|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": "homekit ac controller"}],
  "cart_items": [{"title": "Aqara Zigbee Door and Window Sensor, Wireless Mini Contact Sensor, Home Automation, Requires Aqara Hub, Zigbee Connection, Kid Safety, Compatible with Apple HomeKit, Alexa, Works with IFTTT", "asin": "B07D37VDM3", "price": "$15.29", "quantity": "1"},
  {"title": "Kasa Matter Smart Plug w/ Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M (4-Pack)", "asin": "B0BYGMR4DX", "price": "$41.99", "quantity": "1"},
  {"title": "Tapo TP-Link Smart Light Bulbs, 1100 Lumens High Brightness (75W Equivalent), Matter-Certified, 16M Colors WiFi Light Bulb, Dimmable, Works w/Siri, Alexa & Google Home, A19 E26, L535E(4-Pack)", "asin": "B0DSJCN9RZ", "price": "$35.99", "quantity": "1"},
  {"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 Large Picture Hanging Strips, White, Holds up to 16 lbs, 14-Pairs, Easy to Open Packaging", "asin": "B073XR4X72", "price": "$9.57", "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": "REALINN Under Sink Organizer, Pull Out Cabinet Organizer 2 Tier Slide Out Sink Shelf Cabinet Storage Shelves, Storage for Kitchen Bathroom, White, 2 Pack", "asin": "B0CFQFMC4F", "price": "$45.99", "quantity": "1"},
  {"title": "Oudain 15.5 ft Pennant Banner Flags, 2 Pcs Nursery Garland Triangle Bunting Flag Baby Banner for Nursery Decor Baby Birthday Boho Wedding Shower Party Event, Each 7.75 ft(Simple Color)", "asin": "B0CYH1HJ39", "price": "$16.49", "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": "Boho Bulletin Board Borders Classroom Colorful Border Stickers Boho Die-Cut Border Trims Bulletin Board Scalloped Borders Self-Adhesive for School Blackboard Chalkboard Desk, 91.8 Ft", "asin": "B0BXD86JJ3", "price": "$11.99", "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": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.95", "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": "$325.04", "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": "Sensibo\nSky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "quantity": ""},
  {"title": "Sensibo\nAir - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "quantity": ""},
  {"title": "AC Infinity\nController 69 PRO, Smart Environmental Controller with Temperature, Humidity, VPD, Timer, Cycle, Schedule Controls, for Grow Tent Cooling Ventilation Lighting", "asin": "B0BNLWT292", "price": "$99.00", "quantity": ""},
  {"title": "Honeywell\nHome T9 WiFi Smart Thermostat with 1 Smart Room Sensor, Touchscreen Display", "asin": "B07N849J21", "price": "$199.99", "quantity": ""},
  {"title": "WiFi Smart Remote Controller Smart Home IR Universal Remote Blaster, One for All Control TV DVD AUD Fan Air Conditioner etc, Compatible with Alexa and Google Home", "asin": "B0BFQYK7ZW", "price": "$14.52", "quantity": ""}],
  "ads": [{"title": "Sensibo Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW"},
  {"title": "Sensibo Air PRO - Air Conditioner Smart Controller & Air Quality Sensor. Smart Thermostat for Mini Split, Window, Portable AC. Temp & Humidity Sensors. Google, Alexa, Siri & Apple HomeKit Compatible", "asin": "B0B12ZBHLZ"},
  {"title": "Sensibo Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9"}],
  "search_results": [{"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home T9 WiFi Smart Thermostat with 1 Smart Room Sensor, Touchscreen Display", "asin": "B07N849J21", "price": "$199.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Smart Thermostat for Home, WiFi Thermostat Works with Matter, Alexa, Apple Home, Google Assistant, App & Voice Control, 7x24h Scheduling, Energy Saving, C-Wire Required", "asin": "B0D8SW5B2G", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Temperature Controller 15A 1800W, Smart Wi-Fi Thermostat Controlled Outlet Plug Works with Apple Home, Alexa, Google Home for Heating Cooling HomeBrew Fermentation Reptiles GreenHouse", "asin": "B0C4Y9MD4N", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Breez Eco | Smart AC Controller for Mini Split, Window, Portable ACS | WiFi, Alexa, Google, Siri Shortcuts, SmartThings, IFTTT, Free App, NO Subscriptions | Schedules, Geofencing, Comfy (White)", "asin": "B08RB2Q88Y", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller AI+ Environmental Controller, Dynamic AI Controls Grow Devices, Insights Alerts Data Analysis w/ WiFi App, Programmable Dual-Zone VPD Temperature Humidity Automations", "asin": "B0DKZZZCLP", "price": "$169.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat for Electric Baseboard and in-Wall Heaters Work with Apple Home, Alexa, Google Home and SmartThings, with Voice & Remote Control, Power Monitor, Easy Setup, Energy Saving", "asin": "B0C4YDRHBS", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Hub M2 (2.4 GHz Wi-Fi Required), Smart Home Bridge for Alarm System, IR Remote Control, Home Automation, Supports Alexa, Google Assistant, Apple HomeKit and IFTTT", "asin": "B08Y1PJZZH", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 69 PRO, Smart Environmental Controller with Temperature, Humidity, VPD, Timer, Cycle, Schedule Controls, for Grow Tent Cooling Ventilation Lighting", "asin": "B0BNLWT292", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat for Mini-Split Heat Pumps & AC | Smart Controller Replaces Remote | Control with 100% Free App | No Subscription | Easy Setup | HomeKit, Alexa, Google Home | Wi-Fi Programmable", "asin": "B0D26BNT1Y", "price": "$139.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "New 2025 ecobee Smart Thermostat Essential - Energy Star Certified programmable Wi-Fi Thermostat - Works with Siri, Alexa, and Google Assistant", "asin": "B0DT9MC2Z9", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "WiFi Smart IR Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD SAT etc,Compatible with Alexa and Google Assistant,No Hub Required", "asin": "B07QH1X7PX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Controller 69 PRO, Smart Environmental Controller with Temperature, Humidity, VPD, Timer, Cycle, Schedule Controls, for Grow Tent Cooling Ventilation Lighting", "asin": "B0BNLWT292", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Controller 67, Smart Bluetooth Fan Controller with Temperature, Humidity, Schedules, Grow Cycles, Dynamic Speed Programming for CLOUDLINE Airlift Fans Cooling and Ventilation", "asin": "B08JNJ3JYP", "price": "$49.99", "delivery": "FREE delivery May 12 - 22 for Prime members"},
  {"title": "Versatile AC Motor Speed Controller - 100V-120V, 15A Max - Electric Fan Speed Regulator with Overload Protection, Electronic Voltage Regulation, and Voltage LED Display", "asin": "B09LQP5RDB", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Tuya Smart WiFi IR Remote Control for TV DVD Air Conditioner AUD,All in One Infrared Universal Remote Controller,Compatible with Alexa Google Home", "asin": "B0CCWSYQRW", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat Enhanced - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - Smart Home", "asin": "B09XXTQPXC", "price": "$189.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Hub 2 (2nd Gen), Work as a WiFi Thermometer Hygrometer, IR Remote Control, Smart Remote and Light Sensor, Link SwitchBot to Wi-Fi (Support 2.4GHz), Compatible with Alexa&Google Assistant", "asin": "B0BM8VS13P", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Breez Max | ENERGY STAR CERTIFIED Smart AC Controller | WiFi Thermostat for Mini-Split, Window, Portable ACs/Heat Pumps | AI-Based Tech | Free App, No Subscriptions | Alexa, Google, IFTTT etc. (White)", "asin": "B0C7VMZ9FG", "price": "$119.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "WiFi Smart Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD Air Conditioner SAT etc,No Hub Required Compatible with Alexa and Google Home(IR)", "asin": "B08N1HJYKJ", "price": "$14.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Sensi Touch Wi-Fi Smart Thermostat with Touchscreen Color Display, Works with Alexa, Energy Star Certified, C-wire Required, ST75W , White", "asin": "B07CKJQYDW", "price": "$121.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Breez Lite | Smart AC Controller for Mini-Split, Window & Portable Air Conditioners & Heat Pumps | Free App, No Subscriptions | Alexa, Google, Siri Shortcuts, SmartThings, IFTTT (Black)", "asin": "B0BMTRCNG3", "price": "$68.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 2, Fan Thermostat and Speed Controller, Controls AIRPLATE, MULTIFAN, USB Fans and Devices, for AV Cabinet Cooling", "asin": "B00NG9TSG4", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kasa Apple HomeKit Outdoor Smart Plug, 2 Sockets, IP64 Weather Resistance for Outdoor String Lights, Compatible with Siri, Alexa & Google Home, Long Wi-Fi Range, 2.4G Wi-Fi Only, ETL Certified (EP40A)", "asin": "B0BMWLH7X1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Homekit Siri Voice Control, 5V-12V", "asin": "B0DPXKLJJZ", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Dimmer Switch Single Pole 2 Pack, Neutral Wire and 2.4GHz Wi-Fi Required, Compatible with Apple HomeKit, Alexa, FCC & ETL Listed, Voice Control, 120V AC, No Hub Required", "asin": "B0B9G8HJS5", "price": "$21.32", "delivery": "FREE delivery Sun, Apr 27 for Prime members Only 14 left in stock - order soon."},
  {"title": "Smart Dimmer Switch 2 Pack, Single Pole, Neutral Wire and 2.4GHz Wi-Fi Required, FCC & ETL Listed, Compatible with Apple HomeKit, Alexa and Hey Google, 120V AC, Voice Control, No Hub Required", "asin": "B09MM3JMDC", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Ceiling Fan Control and Dimmer Light Switch, Supports Apple HomeKit, Siri, Alexa, Google & SmartThings, 2.4G Wi-Fi Fan and Light Switch Combo, Neutral Wire Needed, Single Pole, 1 Pack", "asin": "B0CJ34MRWV", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Replacement Remote Control for Midea MRCOOL FRIMEC Klimaire AC Air Conditioner RG57B1/BGE RG57B2/BGE RG57B/BGE RG57/BGE RG57A/BGE RG57A6/BGEF RG57A7/BGEF RG57A6/BGEFU1 RG57E1/BGEU1 (with Holder)", "asin": "B0CTX5L136", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sensi Smart Thermostat, 100 Years Of Expertise, Wi-Fi, Data Privacy, Programmable, Easy DIY Install, Works With Alexa, Energy Star Certified, Mobile App, ST55", "asin": "B01NB1OB0I", "price": "$79.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "RM4mini Smart Remote Hub with Sensor Cable -WiFi IR Blaster for TV Remote, Smart AC Controller, Works with Alexa/Google Home/IFTTT", "asin": "B0872PPSGM", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "TP-Link Tapo Smart Dimmer Plug KIT, Matter Compatible, Wireless Dimmer Button, Dual Outlets, Max Power 300W, Works w/Apple Home, Alexa & Google Home, ETL Certified, 2.4G Wi-Fi, White (Tapo P135 KIT)", "asin": "B0CNB9FBP1", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "IR/RF Smart Home Hub-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Smart AC Controller, Works with Alexa, Google Assistant, IFTTT (RM4 pro)", "asin": "B086VBXSDH", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Controller 63, Wireless Remote Controller with 10 Fan Speed Programming, Cooling and Ventilation for CLOUDLINE Airlift CLOUDWAY Fans", "asin": "B08ZNVVR35", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "CONTROLLER 79 PRO, WiFi Outlet Controller, Independent Programs for Two Devices, Wall Hang Digital Thermostat with Temperature, Humidity, VPD, & Timer Controls, For Seed Starting Heat Mats", "asin": "B0D27G32XB", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "WiFi RF IR Smart Home Universal Remote Controller for TV Air Conditioning Infrared RF Appliances, Control AC TV DVD CD AUD SAT, Tuya/Smart Life App Control, Voice Control with Alexa", "asin": "B0B6V9TVCN", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Sensi Touch 2 Smart Thermostat with Touchscreen Color Display, 100 Years of Expertise, Programmable, Wi-Fi, Data Privacy, Easy DIY, Works with Alexa, Energy Star Certified, ST76W, C-Wire Required", "asin": "B0BKH7TCSP", "price": "$134.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Thermostat LITE for Electric Baseboard Heaters 240V | DIY Install | Use w/HomeKit, Alexa, Google Home | Wi-Fi Programmable | Remote Control with Free App (2024)", "asin": "B0CQ8SD9XQ", "price": "$99.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit WiFi Relay Switch, Smart Relay Wireless Remote Control Light Switch Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 2 Pack (Square)", "asin": "B09ZKDW27W", "price": "$16.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Nest Thermostat - Smart Thermostat for Home - Programmable Wifi Thermostat - Charcoal", "asin": "B08HRPDBFF", "price": "$104.00", "delivery": "FREE delivery Apr 28 - May 1 for Prime members Only 11 left in stock - order soon."},
  {"title": "Thermostat for Home with Touchscreen Color Display, WiFi Smart Thermostat Compatible with Alexa and Google Assistant, 7day/8period Programmable, Energy Saving, C-Wire Required, Screen Size 2.8\"", "asin": "B0CH9YMVNJ", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}]
  <|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": "2025-04-21T18:02:39.786Z", // 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>
  