prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:11.375Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:12.707Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T22:47:20.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:27.917Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:33.823Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:51.127Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:48:06.939Z", "action": "click_product", "action_argument": "B0CXK2599F"}
  {"timestamp": "2025-04-23T22:48:26.784Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T22:49:27.337Z", "action": "input", "action_argument": "smart light"}
  {"timestamp": "2025-04-23T22:49:27.427Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-23T22:49:54.170Z", "action": "click_product", "action_argument": "B07QWB3J8W"}
  {"timestamp": "2025-04-23T22:50:34.235Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T22:50:36.963Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T22:53:02.376Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:06.696Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:12.485Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:17.122Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:22.185Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T23:00:03.825Z", "action": "input", "action_argument": "smart switch"}
  {"timestamp": "2025-04-23T23:00:04.039Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T23:01:17.810Z", "action": "input", "action_argument": "smart switch third "}
  {"timestamp": "2025-04-23T23:01:17.926Z", "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": "third reality smart light switch"}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
  {"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
  {"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
  {"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
  {"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
  {"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
  {"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
  {"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
  {"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$323.81", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$23.79", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "promotion_items": [{"title": "Kasa Smart Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "quantity": ""},
  {"title": "THIRDREALITY ZigBee Smart Plug 4 Pack with Real-time Energy Monitoring,15A Outlet, Zigbee Repeater,ETL Certified,ZigBee Hub Required,Work with Home Assistant,Compatible Echo Devices and SmartThings", "asin": "B0BPY5D1KC", "price": "$38.99", "quantity": ""},
  {"title": "Lutron Caseta Original Smart Dimmer Switch (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PD-6WCL-BL, Black", "asin": "B00KLAXNC6", "price": "$59.95", "quantity": ""},
  {"title": "Lutron Claro Smart Switch w/ Wall Plate for Caseta Smart Lighting (Lutron Smart Hub Required), for LED Lights and Fans, 5 Amp, Single-Pole/3-Way, Neutral Required, DVRFW-5NS-WH-A, White", "asin": "B0BSHS5YSL", "price": "$68.42", "quantity": ""},
  {"title": "Lutron Caseta Orginal Smart Switch Kit, 2 Smart Light Switches, Pico Remote, Wall Plate Adaptor, & Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 5 Amp, Neutral Required, P-BDG-PKG2WS-WH", "asin": "B089QXQCT1", "price": "$159.95", "quantity": ""},
  {"title": "Kasa Smart Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "quantity": ""},
  {"title": "Lutron Caseta 3 Way Smart Dimmer Switch Kit, w/ Wireless 3 way Pico Remote and Bracket, Light Switch for LED Lights, No Neutral Required, P-PKG1WB-WH", "asin": "B07HM6L48C", "price": "$79.26", "quantity": ""},
  {"title": "Lutron Caseta Original Smart Dimmer Switch Kit, 2 Dimmer Switches, 2 Wall Plates, 2 Pico Remotes, and Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 150W, No Neutral, P-BDG-PKG2W-A", "asin": "B01M3XJUAD", "price": "$169.90", "quantity": ""},
  {"title": "Lutron Claro Smart Switch w/ Wall Plate for Caseta Smart Lighting (Lutron Smart Hub Required), for LED Lights and Fans, 5 Amp, Single-Pole/3-Way, Neutral Required, DVRFW-5NS-WH-A, White", "asin": "B0BSHS5YSL", "price": "$68.42", "quantity": ""},
  {"title": "meross Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "quantity": ""}],
  "ads": [{"title": "Meross Smart Light Switch Supports Apple Homekit, Siri, Alexa, Google Assistant & SmartThings, 2.4Ghz WiFi Light Switch, Neutral Wire Required, Single Pole, Remote Control Schedule, 2 Pack", "asin": "B088NQMN5Z"},
  {"title": "meross 3 Way Smart Switch, Smart Light Switch Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, 2.4GHz WiFi Light Switch Neutral Wire Required, Remote Control Timer 2 Pack", "asin": "B08DV22BSY"}],
  "search_results": [{"title": "Zigbee Smart Switch (2 Pack),Toggle/Rocker,No Wiring Needed. Hub Required, Compatible with Echo Devices with Zigbee Hub Built-in,Home Assistant,Hubitat,SmartThings,Homey", "asin": "B0CR9ZSV5L", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ZigBee Smart Plug 4 Pack with Real-time Energy Monitoring,15A Outlet, Zigbee Repeater,ETL Certified,ZigBee Hub Required,Work with Home Assistant,Compatible Echo Devices and SmartThings", "asin": "B0BPY5D1KC", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Zigbee Contact Sensor 4 Pack, Door and Window Monitor, Home Automation,Works with Home Assistant,SmartThings,Aeotec,Homey,Hubitat or Echo Devices with Build-in Zigbee Hub,hub Required", "asin": "B09XCZJMC5", "price": "$75.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Multi-Function Night Light, Zigbee Repeater, 3-in-1 Combines a Motion Sensor, a Illumination Sensor and RGB Color Night Light, 1-100% Adjustable Brightness, Zigbee hub Required", "asin": "B0C9LNXYLL", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ZigBee Smart Button 2 Pack, 3-Way Remote Control, Require Zigbee hub, Work with SmartThings, Aeotec, Hubitat, Home Assistant, Third Reality Hub, Battery Included.", "asin": "B0BTGXWXPR", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zigbee Smart Switch,Toggle/Rocker,No Wiring Needed.Hub Required, Compatible with Echo Devices with Zigbee Hub Built-in,Home Assistant,Hubitat,SmartThings,Homey", "asin": "B0CRKNXQF2", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ZigBee Smart Button 2 Pack, 3-Way Remote Control, Require Zigbee hub, Work with SmartThings, Aeotec, Hubitat, Home Assistant, Third Reality Hub, Battery Included.", "asin": "B0BTGXWXPR", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch 4 Pack with Zigbee Hub - 4 Smart Switch and 1 Hub,Toggle/Rocker, No Wiring Needed. 2.4GHz WiFi Compatible with Amazon Alexa and Google Home.", "asin": "B0BP1QKR1H", "price": "$99.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 3 left in stock - order soon."},
  {"title": "Smart Switch Starter Kit with Bridge,Toggle/Rocker,No Wiring Needed.Multi-Platform Integration, Compatible with Apple HomeKit,Google Assistant,Alexa, SmartThings,etc", "asin": "B0CP3LV22R", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "ZigBee Smart Plug 4 Pack with Real-time Energy Monitoring,15A Outlet, Zigbee Repeater,ETL Certified,ZigBee Hub Required,Work with Home Assistant,Compatible Echo Devices and SmartThings", "asin": "B0BPY5D1KC", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart Switch Gen3 Fastener 10 Pack", "asin": "B09VXSG598", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch Button Pusher - Bluetooth Fingerbot for Rocker Switch/One-Way Button, Automatic Light Switch, Timer and APP Control, Works with Alexa When Paired with SwitchBot Hub (Black)", "asin": "B07B4D9KVX", "price": "$22.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Claro Smart Switch w/ Wall Plate for Caseta Smart Lighting (Lutron Smart Hub Required), for LED Lights and Fans, 5 Amp, Single-Pole/3-Way, Neutral Required, DVRFW-5NS-WH-A, White", "asin": "B0BSHS5YSL", "price": "$68.42", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Multi-Function Night Light, Zigbee Repeater, 3-in-1 Combines a Motion Sensor, a Illumination Sensor and RGB Color Night Light, 1-100% Adjustable Brightness, Zigbee hub Required", "asin": "B0C9LNXYLL", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zigbee Smart Color Bulb ZL1 4 Pack, Compatible with Home Assistant, SmartThings, Aeotec, Homey, Hubitat or Echo Devices with Built-in Hub, A19 -RGB Bulb, 2700K-6500K Tunable, 800 Lumens", "asin": "B0DHFSDV46", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Light Switch HS200P3, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 3 Count -Pack of 1 , White", "asin": "B07HGW8N7R", "price": "$33.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Wireless Smart Scene Switch Button, Require MOES HUB, Zigbee Connection Tuya Battery Powered Included 12 Scene Controller Light Switch for Smart Home Automation 4 Gang White", "asin": "B0BJKBR1J6", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PD-6WCL-WH, White", "asin": "B00KLAXFQA", "price": "$59.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart Light Switch Supports Apple Homekit, Siri, Alexa, Google Assistant & SmartThings, 2.4Ghz WiFi Light Switch, Neutral Wire Required, Single Pole, Remote Control Schedule, 2 Pack", "asin": "B088NQMN5Z", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch HS200, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required , White, HS200", "asin": "B01EZV35QU", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "Caseta Orginal Smart Switch Kit, 2 Smart Light Switches, Pico Remote, Wall Plate Adaptor, & Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 5 Amp, Neutral Required, P-BDG-PKG2WS-WH", "asin": "B089QXQCT1", "price": "$159.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Switch 2-Gang HS200-2, Single Pole,Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, UL Certified, No Hub Required, White", "asin": "B0D3KP68S7", "price": "$24.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Smart Switch, Matter Over Thread, Retrofit for Toggle/Rocker Switches, No Wiring Needed, Requires Thread Border Router, Works with Apple, SmartThings, Google, Home Assistant", "asin": "B0F3JD2SK3", "price": "$34.99", "delivery": "FREE delivery May 18 - Jun 4 for Prime members"},
  {"title": "Smart Double Light Switches, Matter-WiFi 2 Gang Single Pole Switch, Netural Wire Required, 2.4GHz Switch Combo Compatible with Alexa Google Assistant, Remote Control", "asin": "B0DNS7XDHH", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch Kit, 2 Dimmer Switches, 2 Wall Plates, 2 Pico Remotes, and Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 150W, No Neutral, P-BDG-PKG2W-A", "asin": "B01M3XJUAD", "price": "$169.90", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Motion Sensor Switch, Dimmer Light Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi, Compatible with Alexa & Google Assistant, UL Certified, No Hub Required(ES20MP2) White 2-Pack", "asin": "B09XYSNNMQ", "price": "$40.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Made for Amazon BLE Smart Switch, Gen3 Compatible with Echo v4, Echo Dot v3&v4, Echo Flex, Echo Input, Echo Show 5 & 8, and Echo Studio.", "asin": "B08HCBW627", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch, Single Pole, Works with Alexa Only, 2.4 GHz Wi-Fi, No Hub Required, White", "asin": "B095X911T8", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "3 Way Dimmer Switch, 3 Way Smart Switch for Light Compatible with Alexa, Google Assistant, Neutral Wire Needed, 2.4GHz WiFi Light Switch, UL Certified, No Hub Required, 3 Pack", "asin": "B0DPQGHY9D", "price": "$46.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch HS200, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required , White, HS200", "asin": "B01EZV35QU", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "Smart Light Switch H2 (2-in-1 Neutral, 2 Buttons, 1 Channel), Thread/Zigbee Protocol, Wall Switch for Smart Home, Supports Apple Home, Google, Alexa, Matter Over Thread", "asin": "B0DN1H69ZP", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Bridge MZ1 -Zigbee to Matter Connectivity, Compatible with Google Home, Apple Home, SmartThings, Home Assistant etc.", "asin": "B0CNBW9HV2", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "3 Way Switch HS210 KIT, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch works with Alexa and Google Home, UL Certified, No Hub Required, White,2 Count (Pack of 1)", "asin": "B07724HNTX", "price": "$27.19", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart 3 Way Light Switch, 2.4GHz WiFi Smart Wall Switch, Needs Neutral Wire, Smart Life/TUYA APP Control, Timer and Schedule, Voice Control with Alexa/Google Home, No Hub Needed, White 1 Gang", "asin": "B0D477WC6L", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Matter Smart Touch Wall Light Switch, Glass Panel Wi-Fi Wall Switch, Needs Neutral Wire, Single Pole, 2.4GHz, Timer and Schedule,Remote & Voice Control with Alexa, Google Home & Siri White 1 Gang", "asin": "B0DPYX9TSP", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Decora Smart Switch, Wi-Fi 2nd Gen, Neutral Wire Required, Works with Matter, My Leviton, Alexa, Google Assistant, Apple Home/Siri & Wired or Wire-Free 3-Way, D215S-2RW, White", "asin": "B08RSM1KYN", "price": "$34.67", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "3 Way Dimmer Switch KIT, Dimmable Light Switch Compatible with Alexa, Google Assistant and SmartThings, Neutral Wire Needed, 2.4GHz, ETL Certified, No Hub Required, White (KS230 KIT v2)", "asin": "B0BC2MWTR9", "price": "$33.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "TP-Link Tapo Matter Smart Light Switch: Voice Control w/Siri, Alexa & Google Assistant | UL Certified | Timer & Schedule | Easy Guided Install | Neutral Wire Required | Single Pole | Tapo S505", "asin": "B0C2B6RSDX", "price": "$10.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "TP-Link Tapo Smart 3 Way Dimmer Switch KIT, Matter Compatible, Energy Monitoring, Neutral Wire Required, Works with Alexa, Siri, Google Home, SmartThings, UL Certified, 2.4GHZ Wi-Fi, Tapo S515D KIT", "asin": "B0DKGXY4DL", "price": "$34.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Switch,Smart Wi-Fi Light Switch Compatible with Alexa and Google Assistant 2.4Ghz, Single-Pole,Neutral Wire Required,UL Certified,Remote/Voice Control, No Hub Required (4 Pack)", "asin": "B09JZ6W1BH", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch 3 Gang Alexa Light Switch Smart WiFi Light Switch Compatible with Alexa Google Home and IFTTT, Voice and Remote Control, No Hub Required", "asin": "B0DHL8BJHB", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "WiFi Motion Sensor Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch, Compatible with Alexa & Google Home, UL Certified, No Hub Required(KS200M),White,1-Pack", "asin": "B099KGWGQM", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch (Matter) \u2013 Smart Dimmer Switch, for Apple Home/Alexa/Google Home/SmartThings; for Single-Pole & 3-Way switches; Thread, Requires Thread Border Router and Neutral Wire; UL-Certified", "asin": "B0F18PM6JK", "price": "$49.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch (Matter) \u2013 Smart Wall Switch for Apple Home, Alexa, Google Home, SmartThings; for Single-Pole & 3-Way switches; Thread, Requires Thread Border Router & Neutral Wire; UL-Certified", "asin": "B0DCK65T2Y", "price": "$49.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Hub Gen2 Plus, ZigBee 3.0 standard, Smart Home gateway, Mini Size, 2.4GHz WiFi, Compatible with Alexa and Google Home, work with all THIRDREALITY ZigBee devices", "asin": "B0C2HPM863", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch Single Pole 2.4GHz Wi-Fi Light Switch Compatible With Alexa and Google Home, White 1 Pack", "asin": "B0DDL35WNV", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Kasa Apple HomeKit Smart Dimmer Switch KS220P3, Single Pole, Neutral Wire Required,2.4GHz Wi-Fi Light Works with Siri, Alexa and Google Home,UL Certified, No Hub Required,White, 3 Count (Pack of 1)", "asin": "B0BTMWZH3K", "price": "$49.58", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Decora Smart Switch, Wi-Fi 2nd Gen, Neutral Wire Required, Works with Matter, My Leviton, Alexa, Google Assistant, Apple Home/Siri & Wired or Wire-Free 3-Way, D215S-1RW, White", "asin": "B0BVKZLT3B", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Light Switch Single Pole Works with Alexa, Google Home and SmartThings, 2.4GHz WiFi Timer Smart Switch, Neutral Wire Required, No Hub Required, FCC Listed, 4 Pack", "asin": "B07R4MFWCQ", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Almond Z-Wave Plus Smart Light Switch with QuickFit and SimpleWire, 3-Way Ready, Compatible with Alexa, Google Assistant, ZWave Hub Required, Repeater/Range Extender, Toggle, 14293", "asin": "B08562D7X8", "price": "$14.50", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Smart Light Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, Voice Control and Timer (4 Pack)", "asin": "B0D6YRMP1X", "price": "$28.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Ceiling Fan Control & Dimmer Switch | Adjustable 4-Speed Fan & Brightness Control | Works w/Apple HomeKit, Alexa & Google Home | 2.4G Wi-Fi Only, Single Pole, Neutral Wire Required | KS240", "asin": "B0CTDCQJVZ", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "GE CYNC Smart Light Switch, Toggle Style, Neutral Wire Required, Bluetooth and 2.4 GHz 4-Wire Wi-Fi Switch, Works with Alexa and Google (1 Pack)", "asin": "B07NWB7S86", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "TP-Link Tapo Smart Switch, Single-Pole/3-Way/4-Way, Matter Compatible, Energy Monitoring, Neutral Wire Required, Works with Alexa, Siri, Google Home, SmartThings, UL Certified, 2.4GHZ Wi-Fi, Tapo S515", "asin": "B0DKHCF53T", "price": "$15.98", "delivery": "FREE delivery May 13 - 22 for Prime members"},
  {"title": "TP-Link Tapo Smart Light Switch, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, UL Certified, No Hub Required, White (Tapo S500)", "asin": "B0BYH67RXC", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Dimmer Switch 4 Pack, Smart Switch Works with Alexa and Google Home, 2.4GHz WiFi Dimmer Light Switch for LED, CFL, Incandescent Bulbs, Neutral Wire Required, Single Pole", "asin": "B07PJTLB7Z", "price": "$55.46", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "700 Series Z-Wave In-Wall Smart Light Switch with QuickFit\u2122 and SimpleWire\u2122, White Toggle, Works with Google Assistant, Alexa, & SmartThings, Z-Wave Hub Required, Smart Home, 59368", "asin": "B0BRDDFP2J", "price": "$29.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "2nd Generation WiFi Smart Light Switch, 3-Way Wall Switch 2.4GHz, Neutral Wire Required, Smart Life APP Remote Control, Compatible With Alexa, No Hub Required, Black 1 Gang", "asin": "B0CYKMJ1SV", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T23:01:27.806Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
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  <|observation_start|>
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  {"title": "Smart Switch Starter Kit with Bridge,Toggle/Rocker,No Wiring Needed.Multi-Platform Integration, Compatible with Apple HomeKit,Google Assistant,Alexa, SmartThings,etc", "asin": "B0CP3LV22R", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
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  {"title": "Smart Switch Gen3 Fastener 10 Pack", "asin": "B09VXSG598", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch Button Pusher - Bluetooth Fingerbot for Rocker Switch/One-Way Button, Automatic Light Switch, Timer and APP Control, Works with Alexa When Paired with SwitchBot Hub (Black)", "asin": "B07B4D9KVX", "price": "$22.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
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  {"title": "Zigbee Smart Color Bulb ZL1 4 Pack, Compatible with Home Assistant, SmartThings, Aeotec, Homey, Hubitat or Echo Devices with Built-in Hub, A19 -RGB Bulb, 2700K-6500K Tunable, 800 Lumens", "asin": "B0DHFSDV46", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Light Switch HS200P3, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 3 Count -Pack of 1 , White", "asin": "B07HGW8N7R", "price": "$33.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Wireless Smart Scene Switch Button, Require MOES HUB, Zigbee Connection Tuya Battery Powered Included 12 Scene Controller Light Switch for Smart Home Automation 4 Gang White", "asin": "B0BJKBR1J6", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PD-6WCL-WH, White", "asin": "B00KLAXFQA", "price": "$59.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart Light Switch Supports Apple Homekit, Siri, Alexa, Google Assistant & SmartThings, 2.4Ghz WiFi Light Switch, Neutral Wire Required, Single Pole, Remote Control Schedule, 2 Pack", "asin": "B088NQMN5Z", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch HS200, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required , White, HS200", "asin": "B01EZV35QU", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "Caseta Orginal Smart Switch Kit, 2 Smart Light Switches, Pico Remote, Wall Plate Adaptor, & Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 5 Amp, Neutral Required, P-BDG-PKG2WS-WH", "asin": "B089QXQCT1", "price": "$159.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Switch 2-Gang HS200-2, Single Pole,Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, UL Certified, No Hub Required, White", "asin": "B0D3KP68S7", "price": "$24.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Smart Switch, Matter Over Thread, Retrofit for Toggle/Rocker Switches, No Wiring Needed, Requires Thread Border Router, Works with Apple, SmartThings, Google, Home Assistant", "asin": "B0F3JD2SK3", "price": "$34.99", "delivery": "FREE delivery May 18 - Jun 4 for Prime members"},
  {"title": "Smart Double Light Switches, Matter-WiFi 2 Gang Single Pole Switch, Netural Wire Required, 2.4GHz Switch Combo Compatible with Alexa Google Assistant, Remote Control", "asin": "B0DNS7XDHH", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
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  {"title": "Made for Amazon BLE Smart Switch, Gen3 Compatible with Echo v4, Echo Dot v3&v4, Echo Flex, Echo Input, Echo Show 5 & 8, and Echo Studio.", "asin": "B08HCBW627", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch, Single Pole, Works with Alexa Only, 2.4 GHz Wi-Fi, No Hub Required, White", "asin": "B095X911T8", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
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  {"title": "Smart Light Switch H2 (2-in-1 Neutral, 2 Buttons, 1 Channel), Thread/Zigbee Protocol, Wall Switch for Smart Home, Supports Apple Home, Google, Alexa, Matter Over Thread", "asin": "B0DN1H69ZP", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Bridge MZ1 -Zigbee to Matter Connectivity, Compatible with Google Home, Apple Home, SmartThings, Home Assistant etc.", "asin": "B0CNBW9HV2", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "3 Way Switch HS210 KIT, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch works with Alexa and Google Home, UL Certified, No Hub Required, White,2 Count (Pack of 1)", "asin": "B07724HNTX", "price": "$27.19", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart 3 Way Light Switch, 2.4GHz WiFi Smart Wall Switch, Needs Neutral Wire, Smart Life/TUYA APP Control, Timer and Schedule, Voice Control with Alexa/Google Home, No Hub Needed, White 1 Gang", "asin": "B0D477WC6L", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Matter Smart Touch Wall Light Switch, Glass Panel Wi-Fi Wall Switch, Needs Neutral Wire, Single Pole, 2.4GHz, Timer and Schedule,Remote & Voice Control with Alexa, Google Home & Siri White 1 Gang", "asin": "B0DPYX9TSP", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Decora Smart Switch, Wi-Fi 2nd Gen, Neutral Wire Required, Works with Matter, My Leviton, Alexa, Google Assistant, Apple Home/Siri & Wired or Wire-Free 3-Way, D215S-2RW, White", "asin": "B08RSM1KYN", "price": "$34.67", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "3 Way Dimmer Switch KIT, Dimmable Light Switch Compatible with Alexa, Google Assistant and SmartThings, Neutral Wire Needed, 2.4GHz, ETL Certified, No Hub Required, White (KS230 KIT v2)", "asin": "B0BC2MWTR9", "price": "$33.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "TP-Link Tapo Matter Smart Light Switch: Voice Control w/Siri, Alexa & Google Assistant | UL Certified | Timer & Schedule | Easy Guided Install | Neutral Wire Required | Single Pole | Tapo S505", "asin": "B0C2B6RSDX", "price": "$10.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "TP-Link Tapo Smart 3 Way Dimmer Switch KIT, Matter Compatible, Energy Monitoring, Neutral Wire Required, Works with Alexa, Siri, Google Home, SmartThings, UL Certified, 2.4GHZ Wi-Fi, Tapo S515D KIT", "asin": "B0DKGXY4DL", "price": "$34.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Switch,Smart Wi-Fi Light Switch Compatible with Alexa and Google Assistant 2.4Ghz, Single-Pole,Neutral Wire Required,UL Certified,Remote/Voice Control, No Hub Required (4 Pack)", "asin": "B09JZ6W1BH", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch 3 Gang Alexa Light Switch Smart WiFi Light Switch Compatible with Alexa Google Home and IFTTT, Voice and Remote Control, No Hub Required", "asin": "B0DHL8BJHB", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "WiFi Motion Sensor Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch, Compatible with Alexa & Google Home, UL Certified, No Hub Required(KS200M),White,1-Pack", "asin": "B099KGWGQM", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch (Matter) \u2013 Smart Dimmer Switch, for Apple Home/Alexa/Google Home/SmartThings; for Single-Pole & 3-Way switches; Thread, Requires Thread Border Router and Neutral Wire; UL-Certified", "asin": "B0F18PM6JK", "price": "$49.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch (Matter) \u2013 Smart Wall Switch for Apple Home, Alexa, Google Home, SmartThings; for Single-Pole & 3-Way switches; Thread, Requires Thread Border Router & Neutral Wire; UL-Certified", "asin": "B0DCK65T2Y", "price": "$49.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Hub Gen2 Plus, ZigBee 3.0 standard, Smart Home gateway, Mini Size, 2.4GHz WiFi, Compatible with Alexa and Google Home, work with all THIRDREALITY ZigBee devices", "asin": "B0C2HPM863", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch Single Pole 2.4GHz Wi-Fi Light Switch Compatible With Alexa and Google Home, White 1 Pack", "asin": "B0DDL35WNV", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Kasa Apple HomeKit Smart Dimmer Switch KS220P3, Single Pole, Neutral Wire Required,2.4GHz Wi-Fi Light Works with Siri, Alexa and Google Home,UL Certified, No Hub Required,White, 3 Count (Pack of 1)", "asin": "B0BTMWZH3K", "price": "$49.58", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Decora Smart Switch, Wi-Fi 2nd Gen, Neutral Wire Required, Works with Matter, My Leviton, Alexa, Google Assistant, Apple Home/Siri & Wired or Wire-Free 3-Way, D215S-1RW, White", "asin": "B0BVKZLT3B", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Light Switch Single Pole Works with Alexa, Google Home and SmartThings, 2.4GHz WiFi Timer Smart Switch, Neutral Wire Required, No Hub Required, FCC Listed, 4 Pack", "asin": "B07R4MFWCQ", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Almond Z-Wave Plus Smart Light Switch with QuickFit and SimpleWire, 3-Way Ready, Compatible with Alexa, Google Assistant, ZWave Hub Required, Repeater/Range Extender, Toggle, 14293", "asin": "B08562D7X8", "price": "$14.50", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Smart Light Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, Voice Control and Timer (4 Pack)", "asin": "B0D6YRMP1X", "price": "$28.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Ceiling Fan Control & Dimmer Switch | Adjustable 4-Speed Fan & Brightness Control | Works w/Apple HomeKit, Alexa & Google Home | 2.4G Wi-Fi Only, Single Pole, Neutral Wire Required | KS240", "asin": "B0CTDCQJVZ", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "GE CYNC Smart Light Switch, Toggle Style, Neutral Wire Required, Bluetooth and 2.4 GHz 4-Wire Wi-Fi Switch, Works with Alexa and Google (1 Pack)", "asin": "B07NWB7S86", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "TP-Link Tapo Smart Switch, Single-Pole/3-Way/4-Way, Matter Compatible, Energy Monitoring, Neutral Wire Required, Works with Alexa, Siri, Google Home, SmartThings, UL Certified, 2.4GHZ Wi-Fi, Tapo S515", "asin": "B0DKHCF53T", "price": "$15.98", "delivery": "FREE delivery May 13 - 22 for Prime members"},
  {"title": "TP-Link Tapo Smart Light Switch, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, UL Certified, No Hub Required, White (Tapo S500)", "asin": "B0BYH67RXC", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Dimmer Switch 4 Pack, Smart Switch Works with Alexa and Google Home, 2.4GHz WiFi Dimmer Light Switch for LED, CFL, Incandescent Bulbs, Neutral Wire Required, Single Pole", "asin": "B07PJTLB7Z", "price": "$55.46", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "700 Series Z-Wave In-Wall Smart Light Switch with QuickFit\u2122 and SimpleWire\u2122, White Toggle, Works with Google Assistant, Alexa, & SmartThings, Z-Wave Hub Required, Smart Home, 59368", "asin": "B0BRDDFP2J", "price": "$29.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "2nd Generation WiFi Smart Light Switch, 3-Way Wall Switch 2.4GHz, Neutral Wire Required, Smart Life APP Remote Control, Compatible With Alexa, No Hub Required, Black 1 Gang", "asin": "B0CYKMJ1SV", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T23:01:27.806Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:47.893Z", "action": "click_product", "action_argument": "B0DHRXZ2CK"}
  {"timestamp": "2025-04-23T03:37:01.859Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:36.265Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:40.974Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:41.979Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:46.239Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:47.019Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:50.266Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T03:37:59.894Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:05.849Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:07.200Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:11.375Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T03:38:12.707Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T22:47:20.959Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:27.917Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:33.823Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:47:51.127Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T22:48:06.939Z", "action": "click_product", "action_argument": "B0CXK2599F"}
  {"timestamp": "2025-04-23T22:48:26.784Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T22:49:27.337Z", "action": "input", "action_argument": "smart light"}
  {"timestamp": "2025-04-23T22:49:27.427Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-23T22:49:54.170Z", "action": "click_product", "action_argument": "B07QWB3J8W"}
  {"timestamp": "2025-04-23T22:50:34.235Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T22:50:36.963Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-23T22:53:02.376Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:06.696Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:12.485Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:17.122Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T22:53:22.185Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-23T23:00:03.825Z", "action": "input", "action_argument": "smart switch"}
  {"timestamp": "2025-04-23T23:00:04.039Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T23:01:17.810Z", "action": "input", "action_argument": "smart switch third "}
  {"timestamp": "2025-04-23T23:01:17.926Z", "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": "third reality smart light switch"}],
  "cart_items": [{"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
  {"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
  {"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
  {"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
  {"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
  {"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
  {"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
  {"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
  {"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$323.81", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$23.79", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "promotion_items": [{"title": "Kasa Smart Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "quantity": ""},
  {"title": "THIRDREALITY ZigBee Smart Plug 4 Pack with Real-time Energy Monitoring,15A Outlet, Zigbee Repeater,ETL Certified,ZigBee Hub Required,Work with Home Assistant,Compatible Echo Devices and SmartThings", "asin": "B0BPY5D1KC", "price": "$38.99", "quantity": ""},
  {"title": "Lutron Caseta Original Smart Dimmer Switch (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PD-6WCL-BL, Black", "asin": "B00KLAXNC6", "price": "$59.95", "quantity": ""},
  {"title": "Lutron Claro Smart Switch w/ Wall Plate for Caseta Smart Lighting (Lutron Smart Hub Required), for LED Lights and Fans, 5 Amp, Single-Pole/3-Way, Neutral Required, DVRFW-5NS-WH-A, White", "asin": "B0BSHS5YSL", "price": "$68.42", "quantity": ""},
  {"title": "Lutron Caseta Orginal Smart Switch Kit, 2 Smart Light Switches, Pico Remote, Wall Plate Adaptor, & Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 5 Amp, Neutral Required, P-BDG-PKG2WS-WH", "asin": "B089QXQCT1", "price": "$159.95", "quantity": ""},
  {"title": "Kasa Smart Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "quantity": ""},
  {"title": "Lutron Caseta 3 Way Smart Dimmer Switch Kit, w/ Wireless 3 way Pico Remote and Bracket, Light Switch for LED Lights, No Neutral Required, P-PKG1WB-WH", "asin": "B07HM6L48C", "price": "$79.26", "quantity": ""},
  {"title": "Lutron Caseta Original Smart Dimmer Switch Kit, 2 Dimmer Switches, 2 Wall Plates, 2 Pico Remotes, and Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 150W, No Neutral, P-BDG-PKG2W-A", "asin": "B01M3XJUAD", "price": "$169.90", "quantity": ""},
  {"title": "Lutron Claro Smart Switch w/ Wall Plate for Caseta Smart Lighting (Lutron Smart Hub Required), for LED Lights and Fans, 5 Amp, Single-Pole/3-Way, Neutral Required, DVRFW-5NS-WH-A, White", "asin": "B0BSHS5YSL", "price": "$68.42", "quantity": ""},
  {"title": "meross Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "quantity": ""}],
  "ads": [{"title": "Meross Smart Light Switch Supports Apple Homekit, Siri, Alexa, Google Assistant & SmartThings, 2.4Ghz WiFi Light Switch, Neutral Wire Required, Single Pole, Remote Control Schedule, 2 Pack", "asin": "B088NQMN5Z"},
  {"title": "meross 3 Way Smart Switch, Smart Light Switch Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, 2.4GHz WiFi Light Switch Neutral Wire Required, Remote Control Timer 2 Pack", "asin": "B08DV22BSY"}],
  "search_results": [{"title": "Zigbee Smart Switch (2 Pack),Toggle/Rocker,No Wiring Needed. Hub Required, Compatible with Echo Devices with Zigbee Hub Built-in,Home Assistant,Hubitat,SmartThings,Homey", "asin": "B0CR9ZSV5L", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ZigBee Smart Plug 4 Pack with Real-time Energy Monitoring,15A Outlet, Zigbee Repeater,ETL Certified,ZigBee Hub Required,Work with Home Assistant,Compatible Echo Devices and SmartThings", "asin": "B0BPY5D1KC", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Zigbee Contact Sensor 4 Pack, Door and Window Monitor, Home Automation,Works with Home Assistant,SmartThings,Aeotec,Homey,Hubitat or Echo Devices with Build-in Zigbee Hub,hub Required", "asin": "B09XCZJMC5", "price": "$75.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Multi-Function Night Light, Zigbee Repeater, 3-in-1 Combines a Motion Sensor, a Illumination Sensor and RGB Color Night Light, 1-100% Adjustable Brightness, Zigbee hub Required", "asin": "B0C9LNXYLL", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ZigBee Smart Button 2 Pack, 3-Way Remote Control, Require Zigbee hub, Work with SmartThings, Aeotec, Hubitat, Home Assistant, Third Reality Hub, Battery Included.", "asin": "B0BTGXWXPR", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zigbee Smart Switch,Toggle/Rocker,No Wiring Needed.Hub Required, Compatible with Echo Devices with Zigbee Hub Built-in,Home Assistant,Hubitat,SmartThings,Homey", "asin": "B0CRKNXQF2", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ZigBee Smart Button 2 Pack, 3-Way Remote Control, Require Zigbee hub, Work with SmartThings, Aeotec, Hubitat, Home Assistant, Third Reality Hub, Battery Included.", "asin": "B0BTGXWXPR", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch 4 Pack with Zigbee Hub - 4 Smart Switch and 1 Hub,Toggle/Rocker, No Wiring Needed. 2.4GHz WiFi Compatible with Amazon Alexa and Google Home.", "asin": "B0BP1QKR1H", "price": "$99.99", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 3 left in stock - order soon."},
  {"title": "Smart Switch Starter Kit with Bridge,Toggle/Rocker,No Wiring Needed.Multi-Platform Integration, Compatible with Apple HomeKit,Google Assistant,Alexa, SmartThings,etc", "asin": "B0CP3LV22R", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "ZigBee Smart Plug 4 Pack with Real-time Energy Monitoring,15A Outlet, Zigbee Repeater,ETL Certified,ZigBee Hub Required,Work with Home Assistant,Compatible Echo Devices and SmartThings", "asin": "B0BPY5D1KC", "price": "$38.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart Switch Gen3 Fastener 10 Pack", "asin": "B09VXSG598", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch Button Pusher - Bluetooth Fingerbot for Rocker Switch/One-Way Button, Automatic Light Switch, Timer and APP Control, Works with Alexa When Paired with SwitchBot Hub (Black)", "asin": "B07B4D9KVX", "price": "$22.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Claro Smart Switch w/ Wall Plate for Caseta Smart Lighting (Lutron Smart Hub Required), for LED Lights and Fans, 5 Amp, Single-Pole/3-Way, Neutral Required, DVRFW-5NS-WH-A, White", "asin": "B0BSHS5YSL", "price": "$68.42", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Multi-Function Night Light, Zigbee Repeater, 3-in-1 Combines a Motion Sensor, a Illumination Sensor and RGB Color Night Light, 1-100% Adjustable Brightness, Zigbee hub Required", "asin": "B0C9LNXYLL", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Zigbee Smart Color Bulb ZL1 4 Pack, Compatible with Home Assistant, SmartThings, Aeotec, Homey, Hubitat or Echo Devices with Built-in Hub, A19 -RGB Bulb, 2700K-6500K Tunable, 800 Lumens", "asin": "B0DHFSDV46", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Light Switch HS200P3, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 3 Count -Pack of 1 , White", "asin": "B07HGW8N7R", "price": "$33.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Wireless Smart Scene Switch Button, Require MOES HUB, Zigbee Connection Tuya Battery Powered Included 12 Scene Controller Light Switch for Smart Home Automation 4 Gang White", "asin": "B0BJKBR1J6", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PD-6WCL-WH, White", "asin": "B00KLAXFQA", "price": "$59.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart Light Switch Supports Apple Homekit, Siri, Alexa, Google Assistant & SmartThings, 2.4Ghz WiFi Light Switch, Neutral Wire Required, Single Pole, Remote Control Schedule, 2 Pack", "asin": "B088NQMN5Z", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch HS200, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required , White, HS200", "asin": "B01EZV35QU", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "Caseta Orginal Smart Switch Kit, 2 Smart Light Switches, Pico Remote, Wall Plate Adaptor, & Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 5 Amp, Neutral Required, P-BDG-PKG2WS-WH", "asin": "B089QXQCT1", "price": "$159.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch HS220, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required, 1 Pack", "asin": "B079775ZZQ", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Switch 2-Gang HS200-2, Single Pole,Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, UL Certified, No Hub Required, White", "asin": "B0D3KP68S7", "price": "$24.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Smart Switch, Matter Over Thread, Retrofit for Toggle/Rocker Switches, No Wiring Needed, Requires Thread Border Router, Works with Apple, SmartThings, Google, Home Assistant", "asin": "B0F3JD2SK3", "price": "$34.99", "delivery": "FREE delivery May 18 - Jun 4 for Prime members"},
  {"title": "Smart Double Light Switches, Matter-WiFi 2 Gang Single Pole Switch, Netural Wire Required, 2.4GHz Switch Combo Compatible with Alexa Google Assistant, Remote Control", "asin": "B0DNS7XDHH", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch Kit, 2 Dimmer Switches, 2 Wall Plates, 2 Pico Remotes, and Smart Hub, Works with Alexa, Apple Home, Google Home, 3 Way, 150W, No Neutral, P-BDG-PKG2W-A", "asin": "B01M3XJUAD", "price": "$169.90", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Motion Sensor Switch, Dimmer Light Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi, Compatible with Alexa & Google Assistant, UL Certified, No Hub Required(ES20MP2) White 2-Pack", "asin": "B09XYSNNMQ", "price": "$40.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Made for Amazon BLE Smart Switch, Gen3 Compatible with Echo v4, Echo Dot v3&v4, Echo Flex, Echo Input, Echo Show 5 & 8, and Echo Studio.", "asin": "B08HCBW627", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch, Single Pole, Works with Alexa Only, 2.4 GHz Wi-Fi, No Hub Required, White", "asin": "B095X911T8", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "3 Way Dimmer Switch, 3 Way Smart Switch for Light Compatible with Alexa, Google Assistant, Neutral Wire Needed, 2.4GHz WiFi Light Switch, UL Certified, No Hub Required, 3 Pack", "asin": "B0DPQGHY9D", "price": "$46.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch HS200, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Works with Alexa and Google Home, UL Certified, No Hub Required , White, HS200", "asin": "B01EZV35QU", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "Smart Light Switch H2 (2-in-1 Neutral, 2 Buttons, 1 Channel), Thread/Zigbee Protocol, Wall Switch for Smart Home, Supports Apple Home, Google, Alexa, Matter Over Thread", "asin": "B0DN1H69ZP", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Bridge MZ1 -Zigbee to Matter Connectivity, Compatible with Google Home, Apple Home, SmartThings, Home Assistant etc.", "asin": "B0CNBW9HV2", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "3 Way Switch HS210 KIT, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch works with Alexa and Google Home, UL Certified, No Hub Required, White,2 Count (Pack of 1)", "asin": "B07724HNTX", "price": "$27.19", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Smart 3 Way Light Switch, 2.4GHz WiFi Smart Wall Switch, Needs Neutral Wire, Smart Life/TUYA APP Control, Timer and Schedule, Voice Control with Alexa/Google Home, No Hub Needed, White 1 Gang", "asin": "B0D477WC6L", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Matter Smart Touch Wall Light Switch, Glass Panel Wi-Fi Wall Switch, Needs Neutral Wire, Single Pole, 2.4GHz, Timer and Schedule,Remote & Voice Control with Alexa, Google Home & Siri White 1 Gang", "asin": "B0DPYX9TSP", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Decora Smart Switch, Wi-Fi 2nd Gen, Neutral Wire Required, Works with Matter, My Leviton, Alexa, Google Assistant, Apple Home/Siri & Wired or Wire-Free 3-Way, D215S-2RW, White", "asin": "B08RSM1KYN", "price": "$34.67", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "3 Way Dimmer Switch KIT, Dimmable Light Switch Compatible with Alexa, Google Assistant and SmartThings, Neutral Wire Needed, 2.4GHz, ETL Certified, No Hub Required, White (KS230 KIT v2)", "asin": "B0BC2MWTR9", "price": "$33.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "TP-Link Tapo Matter Smart Light Switch: Voice Control w/Siri, Alexa & Google Assistant | UL Certified | Timer & Schedule | Easy Guided Install | Neutral Wire Required | Single Pole | Tapo S505", "asin": "B0C2B6RSDX", "price": "$10.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "TP-Link Tapo Smart 3 Way Dimmer Switch KIT, Matter Compatible, Energy Monitoring, Neutral Wire Required, Works with Alexa, Siri, Google Home, SmartThings, UL Certified, 2.4GHZ Wi-Fi, Tapo S515D KIT", "asin": "B0DKGXY4DL", "price": "$34.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Switch,Smart Wi-Fi Light Switch Compatible with Alexa and Google Assistant 2.4Ghz, Single-Pole,Neutral Wire Required,UL Certified,Remote/Voice Control, No Hub Required (4 Pack)", "asin": "B09JZ6W1BH", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Switch 3 Gang Alexa Light Switch Smart WiFi Light Switch Compatible with Alexa Google Home and IFTTT, Voice and Remote Control, No Hub Required", "asin": "B0DHL8BJHB", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "WiFi Motion Sensor Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch, Compatible with Alexa & Google Home, UL Certified, No Hub Required(KS200M),White,1-Pack", "asin": "B099KGWGQM", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Smart Light Switch 4 Pack Supports Apple HomeKit, Siri, Alexa, Google Assistant & SmartThings, Single Pole Light Switch, Neutral Wire Required, Remote Control Schedule, 2.4GHz Wi-Fi", "asin": "B0CPSRD7C5", "price": "$52.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch (Matter) \u2013 Smart Dimmer Switch, for Apple Home/Alexa/Google Home/SmartThings; for Single-Pole & 3-Way switches; Thread, Requires Thread Border Router and Neutral Wire; UL-Certified", "asin": "B0F18PM6JK", "price": "$49.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Light Switch (Matter) \u2013 Smart Wall Switch for Apple Home, Alexa, Google Home, SmartThings; for Single-Pole & 3-Way switches; Thread, Requires Thread Border Router & Neutral Wire; UL-Certified", "asin": "B0DCK65T2Y", "price": "$49.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Hub Gen2 Plus, ZigBee 3.0 standard, Smart Home gateway, Mini Size, 2.4GHz WiFi, Compatible with Alexa and Google Home, work with all THIRDREALITY ZigBee devices", "asin": "B0C2HPM863", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Dimmer Switch Single Pole 2.4GHz Wi-Fi Light Switch Compatible With Alexa and Google Home, White 1 Pack", "asin": "B0DDL35WNV", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Kasa Apple HomeKit Smart Dimmer Switch KS220P3, Single Pole, Neutral Wire Required,2.4GHz Wi-Fi Light Works with Siri, Alexa and Google Home,UL Certified, No Hub Required,White, 3 Count (Pack of 1)", "asin": "B0BTMWZH3K", "price": "$49.58", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Decora Smart Switch, Wi-Fi 2nd Gen, Neutral Wire Required, Works with Matter, My Leviton, Alexa, Google Assistant, Apple Home/Siri & Wired or Wire-Free 3-Way, D215S-1RW, White", "asin": "B0BVKZLT3B", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Light Switch Single Pole Works with Alexa, Google Home and SmartThings, 2.4GHz WiFi Timer Smart Switch, Neutral Wire Required, No Hub Required, FCC Listed, 4 Pack", "asin": "B07R4MFWCQ", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Almond Z-Wave Plus Smart Light Switch with QuickFit and SimpleWire, 3-Way Ready, Compatible with Alexa, Google Assistant, ZWave Hub Required, Repeater/Range Extender, Toggle, 14293", "asin": "B08562D7X8", "price": "$14.50", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Smart Light Switch, Single Pole, Needs Neutral Wire, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, Voice Control and Timer (4 Pack)", "asin": "B0D6YRMP1X", "price": "$28.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Ceiling Fan Control & Dimmer Switch | Adjustable 4-Speed Fan & Brightness Control | Works w/Apple HomeKit, Alexa & Google Home | 2.4G Wi-Fi Only, Single Pole, Neutral Wire Required | KS240", "asin": "B0CTDCQJVZ", "price": "$44.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "GE CYNC Smart Light Switch, Toggle Style, Neutral Wire Required, Bluetooth and 2.4 GHz 4-Wire Wi-Fi Switch, Works with Alexa and Google (1 Pack)", "asin": "B07NWB7S86", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "TP-Link Tapo Smart Switch, Single-Pole/3-Way/4-Way, Matter Compatible, Energy Monitoring, Neutral Wire Required, Works with Alexa, Siri, Google Home, SmartThings, UL Certified, 2.4GHZ Wi-Fi, Tapo S515", "asin": "B0DKHCF53T", "price": "$15.98", "delivery": "FREE delivery May 13 - 22 for Prime members"},
  {"title": "TP-Link Tapo Smart Light Switch, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Compatible with Alexa and Google Home, UL Certified, No Hub Required, White (Tapo S500)", "asin": "B0BYH67RXC", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Smart Dimmer Switch 4 Pack, Smart Switch Works with Alexa and Google Home, 2.4GHz WiFi Dimmer Light Switch for LED, CFL, Incandescent Bulbs, Neutral Wire Required, Single Pole", "asin": "B07PJTLB7Z", "price": "$55.46", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "700 Series Z-Wave In-Wall Smart Light Switch with QuickFit\u2122 and SimpleWire\u2122, White Toggle, Works with Google Assistant, Alexa, & SmartThings, Z-Wave Hub Required, Smart Home, 59368", "asin": "B0BRDDFP2J", "price": "$29.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "2nd Generation WiFi Smart Light Switch, 3-Way Wall Switch 2.4GHz, Neutral Wire Required, Smart Life APP Remote Control, Compatible With Alexa, No Hub Required, Black 1 Gang", "asin": "B0CYKMJ1SV", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T23:01:27.806Z", // 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>
  