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"}
  <|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": "lutron"}],
  "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": "Lutron\nCaseta 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": "", "price": "$169.90", "quantity": ""},
  {"title": "Lutron\nMaestro Motion Sensor Light Switch w/ Wallplate for Bathroom, Garage, Laundry Room, Closet, for Light Bulbs, Occupancy and Vacancy Sensor, Single-Pole Only, No Neutral Req, MS-OPS2HW-WH, White", "asin": "", "price": "$25.75", "quantity": ""},
  {"title": "Kasa Matter Smart Dimmer Switch: Voice Control w/Siri, Alexa & Google Assistant, UL Certified, Timer & Schedule, Easy Guided Install, Neutral Wire Required, Single Pole, 2.4GHz Wi-Fi, 3-Pack", "asin": "", "price": "$59.99", "quantity": ""},
  {"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": "", "price": "$49.58", "quantity": ""},
  {"title": "Kasa Smart\nCeiling 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": "", "price": "$44.99", "quantity": ""},
  {"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", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Light Switch, Dimmer Switch with Wireless Remote Control, Single Pole Smart Switch Support 2.4G&5G Compatible with Alexa", "asin": "B0BKZP98CN", "price": "$24.22", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Lutron\nCaseta 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": ""}],
  "ads": [{"title": "Lutron Sunnata Touch Dimmer Switch with Wallplate with LED+ Advanced Technology, for LED and Incandescent, 3 Way/Multi Location, STCL-153MW-WH, White", "asin": "B0BX4KH8HV"},
  {"title": "Lutron Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, DVCL-153P-WH, White", "asin": "B004DZOMKC"},
  {"title": "Lutron Ariadni/Toggler LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, AYCL-153P-WH, White", "asin": "B006UTQCA2"}],
  "search_results": [{"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": "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": "Smart Sensor 2 Pack - Comfort, Security, Energy Savings - Smart Home - Compatible with ecobee Smart Thermostats for Home", "asin": "B07NQVWRR3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Legrand radiant RH453PDBCCV6 450W Preset Decorator Rocker Dimmer Light Switch with Locator Light for Dimmable LED and CFL Bulbs, Single Pole/3-Way, Dark Bronze (1 Count)", "asin": "B0734VSNGH", "price": "$33.79", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "A19 LED Smart Light Bulb - White and Color Ambiance - 60W Indoor Light Bulb - Control with Hue App - Works with Alexa, Google Assistant and Apple Homekit - 3 Pack", "asin": "B08D9N7RJ4", "price": "$134.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "Caseta Smart Lighting Smart Hub for Light Bulbs and Fans, Works w/ Alexa, Apple Homekit, Google Home, 75 Device Capacity, L-BDG2-WH, White", "asin": "B00XPW67ZM", "price": "$79.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Caseta Original Smart Switch (Lutron Smart Hub Required), for LED Lights and Fans, 6 Amp, Single-Pole/3-Way, Neutral Required, PD-6ANS-WH, White", "asin": "B017LRCG38", "price": "$59.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"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": "Caseta Smart Lamp Dimmer Switch (Lutron Smart Hub Required) for Floor and Table Lamps, for Dimmable LED Lights, up to 100 Watt, PD-3PCL-WH, White", "asin": "B00KHSXB60", "price": "$44.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "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 10 AM - 3 PM"},
  {"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": "Light Switch, Dimmer Switch with Wireless Remote Control, Single Pole Smart Switch Support 2.4G&5G Compatible with Alexa", "asin": "B0BKZP98CN", "price": "$24.22", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Slim Canless 6\" Downlight, EyeComfort, Dimmable, Wet Rated, 1000 Lumens, 2700K-5000K, Selectable White, T24, Energy Star, 12 Pack", "asin": "B0CXK2599F", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Diva Smart Dimmer Switch 3-Way Kit for Caseta Smart Lighting, w/Wall Plate, Pico Paddle Remote, Wallmount Bracket, and Label Stickers, 150 Watt, No Neutral Required, DVRF-PKG1D-WH", "asin": "B0CJ6DFMT7", "price": "$79.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Caseta Original Smart Switch 3-Way Kit, w/ Pico Remote, Wallplate, and Wall Bracket, for LED Lights and Fans, 5 Amp, Neutral Required, P-PKG1WS-WH", "asin": "B08FRN8FK5", "price": "$64.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Maestro Motion Sensor Light Switch for Bathroom, Garage, Laundry Room, and Closet, for Any Light Bulbs, Occupancy and Vacancy Sensor, Single-Pole Only, No Neutral Required, MS-OPS2-WH, White", "asin": "B005WM3ALC", "price": "$20.77", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Caseta Smart Lighting Weatherproof+ Outdoor Smart Plug for Lights and Motors, 15A LED Fixtures & 1/2 HP Motors, PD-15OUT-BL, Black", "asin": "B08YPFFM58", "price": "$79.93", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Kasa Matter Smart Dimmer Switch: Voice Control w/Siri, Alexa & Google Assistant, UL Certified, Timer & Schedule, Easy Guided Install, Neutral Wire Required, Single Pole, 2.4GHz Wi-Fi, 3-Pack", "asin": "B0C9KJT36W", "price": "$59.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, Single-Pole or 3-Way, DVCL-153P-WH, White (2-Pack)", "asin": "B085D8M2MR", "price": "$54.50", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Smart Fan Speed Control Switch (Lutron Smart Hub Required), Single-Pole, PD-FSQN-WH, White", "asin": "B07N1GXM38", "price": "$64.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Smart Lighting Auto On and Off Motion Sensor, For Dimmers, Switches, and Fans Controls, No Wires Required, PD-OSENS-WH, White", "asin": "B084CMPWST", "price": "$49.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Claro On/Off Switch, 15-Amp/3-Way, CA-3PS-WH, White", "asin": "B00081I0EO", "price": "$7.24", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"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 10 AM - 3 PM"},
  {"title": "Wall Tap Dial Light Switch, Portable, Black - 1 Pack - Requires Hue Lights and Hue Bridge - Smart Home - Easy, No-Wire Installation", "asin": "B0B6LDPZ5M", "price": "$49.98", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Aurora Smart Bulb Dimmer Switch | for Philips Hue Smart Bulbs | Z3-1BRL-WH-L0 | White", "asin": "B07RJ14FBS", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Claro Light Switch Cover Plate, 1 Gang Wallplate, for Decorator Light Switches, Rocker Light Switch Cover, Outlet Cover, Screwless Switch Plate Cover, Gloss, CW-1-WH-20, White, 20 Pack", "asin": "B07G93LSW6", "price": "$84.14", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Pico Remote for Caseta Smart Dimmer Switch, 3-Button Control with Raise/Lower and Preset Lighting Level, For Table Top or Wallmount Use, PJ2-3BRL-WH-L01R, White", "asin": "B00KLAXFQ0", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Sunnata Touch Dimmer Switch with Wallplate with LED+ Advanced Technology, for LED and Incandescent, 3 Way/Multi Location, STCL-153MW-WH, White", "asin": "B0BX4KH8HV", "price": "$42.92", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "DVRF-BDG-1D DIMMER Starter KIT, LED Technology, CASETA Diva, KIT Includes / (1) CASETA Diva Smart DIMMER / (1) CLARO WALLPLATE / (1) Smart HUB / (1) PICO Smart", "asin": "B0BSHZ2CTD", "price": "$119.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch With Wallplate (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PDW-6WCL-WH-A, White", "asin": "B07SJJBTYY", "price": "$63.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Claro 2 Gang Decorator/Rocker Wallplate, For Light Dimmers, Switches and Accessories, Snap-On Installation, No Visible Screws, Satin, SC-2-SW, Snow", "asin": "B00105VAJ4", "price": "$11.64", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Caseta Smart Lighting Pedestal for Pico Remote, L-PED1-WH, White", "asin": "B003WGU2MU", "price": "$11.47", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Claro Light Switch Cover Plate, 3 Gang Wallplate, for Decorator Light Switches, Rocker Light Switch Cover, Outlet Cover, Screwless Switch Plate Cover, Gloss, CW-3-WH, White", "asin": "B0000V2UMU", "price": "$8.48", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Claro 15 Amp Duplex Outlet, CAR-15-WH, White", "asin": "B0057PJV2G", "price": "$6.42", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Claro 15 Amp Single-Pole Paddle Switch, CA-1PS-WH, White (6-Pack)", "asin": "B089QV3NRD", "price": "$41.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Smart Lighting Wall Plate Bracket for Pico Smart Remote(Pico Sold Separately), Directly Mount Pico Remote To The Wall, 3-Way (No Wires Required), PICO-WBX-ADAPT", "asin": "B00JZRAFEA", "price": "$7.53", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Paddle Pico Remote for Caseta Smart Dimmers/Switches, On/Off Control, for Table Top or Wallmount Use, PJ2-P2B-GWH, White", "asin": "B0CJ6FDN63", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Claro Light Switch Cover Plate, 4 Gang Wallplate, for Decorator Light Switches, Rocker Light Switch Cover, Outlet Cover, Screwless Switch Plate Cover, Gloss, CW-4-WH, White", "asin": "B00024BJV8", "price": "$15.11", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Maestro Countdown Timer Switch for Fans and Lights, 3A/150-Watt LED Bulbs, Single-Pole/Multi-Location | MA-T51MN-WH | White", "asin": "B0017PNRVQ", "price": "$35.31", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, DVCL-153P-WH-3, White, 3 Pack", "asin": "B01LXOG1RL"},
  {"title": "Skylark LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs | 150W/Single-Pole or 3-Way | SCL-153P-WH | White", "asin": "B00A92MQ38", "price": "$23.92", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Ariadni/Toggler LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, AYCL-153P-WH, White", "asin": "B006UTQCA2", "price": "$26.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "CW-2-WH Claro 2-Gang Wall Plate, White, 12-Pack", "asin": "B00OZJAXUY", "price": "$128.05", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 20 left in stock (more on the way)."},
  {"title": "Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150W/Single-Pole or 3-Way, DVSCCL-153P-SW, Snow", "asin": "B004DZONJC", "price": "$38.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Original Smart Dimmer Switch ELV+ (Lutron Hub Required), 250W LED, Single-Pole/3-Way, Neutral Required, PD-5NE-WH, White", "asin": "B01M22SK1W", "price": "$119.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Pico Remote for Audio, Works with Sonos (Caseta Smart Hub Required), Raise/Lower Volume, Pause and Skip Tracks, For Table Top or Wallmount Use, PJ2-3BRL-GWH-A02, White", "asin": "B01LC7O9MY", "price": "$39.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Smart Claro Accessory Switch for 3 way \u2013 For use only with Diva Smart Dimmer or Claro Smart Switch, DVRF-AS-WH, White", "asin": "B0BYPDKCD5", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Pico Remote for Caseta Smart Switch, 2-Button Control , On/Off Control, For Table Top or Wallmount Use, PJ2-2B-GWH-L01, White", "asin": "B00KLAXOE8", "price": "$20.20", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Maestro LED+ Dual Dimmer and Switch | 75-Watt LED Bulbs/2.5A Fans, Single-Pole | MACL-L3S25-WH | White", "asin": "B0CT3RFY6K", "price": "$64.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Tamper-Resistant Duplex Receptacle, 15-Amp, CARS-15-TR-WH, White", "asin": "B00E7N7590", "price": "$14.00", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Maestro LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150W/Single-Pole or Multi-Location, MACL-153M-WH, White (2-Pack)", "asin": "B085DBXDFV", "price": "$61.75", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch Starter Kit, with Pico Remote, Wall Plate, and Smart Hub, Works with Alexa, Apple Home, and Google Home, 3 Way, 150W, No Neutral Req, P-BDG-PKG1W", "asin": "B00MXCRAX8", "price": "$73.50", "delivery": "FREE delivery Apr 29 - May 1 Only 1 left in stock - order soon."},
  {"title": "SCR-20-GFST-SW Claro Satin Colors 20-Amp Self-Testing Receptacle, Snow", "asin": "B01BLJ51GG", "price": "$70.51", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Claro Blank Insert, DV-BI-WH, White", "asin": "B004XIGP4K", "price": "$5.93", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "LUT-MLC", "asin": "B01E9F084E", "price": "$12.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"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": "Claro 15 Amp 3-Way Rocker Switch with Locator Light, SC-3PSNL-SW, Snow", "asin": "B0016ZOFJU", "price": "$18.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ELECTRONICS INC MS-VPS5MH-WH Vacancy Sensor, White", "asin": "B008SE3GBU", "price": "$34.55", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T22:48:06.939Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  {"timestamp": "2025-04-21T18:05:00.486Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:05:03.122Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:55:02.283Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:56:26.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:57:52.366Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:31.554Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T18:58:41.125Z", "action": "click_product", "action_argument": "B07712H557"}
  {"timestamp": "2025-04-21T19:00:54.791Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T20:35:05.728Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:35:11.349Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T20:38:55.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T20:39:27.234Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.371Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:35.754Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.196Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:36.811Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:37.664Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.198Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:38.904Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:39.535Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.217Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:40.779Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:41.716Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:42.324Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.132Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:45.639Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:46.464Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:47.161Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:39:49.044Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T20:40:57.767Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T20:41:01.273Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-22T01:36:58.499Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T01:37:04.522Z", "action": "click_product", "action_argument": "B0BXMNJDW3"}
  {"timestamp": "2025-04-22T01:38:23.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-22T01:38:53.880Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.436Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:54.968Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.153Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:56.850Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:57.665Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:58.393Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.412Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:38:59.994Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.233Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:02.702Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:39:03.523Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T01:40:46.543Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-22T03:10:41.189Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-22T03:10:41.397Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T03:11:17.198Z", "action": "input", "action_argument": "door sensor "}
  {"timestamp": "2025-04-22T03:11:17.331Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:11:24.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:13:13.366Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-22T03:13:22.498Z", "action": "click_product", "action_argument": "B0BTL8B72D"}
  {"timestamp": "2025-04-22T03:14:24.273Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-22T03:16:37.528Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T01:36:58.851Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-23T01:37:03.745Z", "action": "click_product", "action_argument": "B0CHM81YY4"}
  {"timestamp": "2025-04-23T01:37:23.704Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-23T01:47:33.005Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:47:44.999Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T03:35:53.698Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T03:36:10.873Z", "action": "click", "action_argument": "quantity"}
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  {"title": "Caseta Original Smart Dimmer Switch ELV+ (Lutron Hub Required), 250W LED, Single-Pole/3-Way, Neutral Required, PD-5NE-WH, White", "asin": "B01M22SK1W", "price": "$119.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Pico Remote for Audio, Works with Sonos (Caseta Smart Hub Required), Raise/Lower Volume, Pause and Skip Tracks, For Table Top or Wallmount Use, PJ2-3BRL-GWH-A02, White", "asin": "B01LC7O9MY", "price": "$39.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
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  {"title": "Maestro LED+ Dual Dimmer and Switch | 75-Watt LED Bulbs/2.5A Fans, Single-Pole | MACL-L3S25-WH | White", "asin": "B0CT3RFY6K", "price": "$64.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Tamper-Resistant Duplex Receptacle, 15-Amp, CARS-15-TR-WH, White", "asin": "B00E7N7590", "price": "$14.00", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Maestro LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150W/Single-Pole or Multi-Location, MACL-153M-WH, White (2-Pack)", "asin": "B085DBXDFV", "price": "$61.75", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch Starter Kit, with Pico Remote, Wall Plate, and Smart Hub, Works with Alexa, Apple Home, and Google Home, 3 Way, 150W, No Neutral Req, P-BDG-PKG1W", "asin": "B00MXCRAX8", "price": "$73.50", "delivery": "FREE delivery Apr 29 - May 1 Only 1 left in stock - order soon."},
  {"title": "SCR-20-GFST-SW Claro Satin Colors 20-Amp Self-Testing Receptacle, Snow", "asin": "B01BLJ51GG", "price": "$70.51", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Claro Blank Insert, DV-BI-WH, White", "asin": "B004XIGP4K", "price": "$5.93", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "LUT-MLC", "asin": "B01E9F084E", "price": "$12.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"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": "Claro 15 Amp 3-Way Rocker Switch with Locator Light, SC-3PSNL-SW, Snow", "asin": "B0016ZOFJU", "price": "$18.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ELECTRONICS INC MS-VPS5MH-WH Vacancy Sensor, White", "asin": "B008SE3GBU", "price": "$34.55", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T22:48:06.939Z", // 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"}
  <|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": "lutron"}],
  "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": "Lutron\nCaseta 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": "", "price": "$169.90", "quantity": ""},
  {"title": "Lutron\nMaestro Motion Sensor Light Switch w/ Wallplate for Bathroom, Garage, Laundry Room, Closet, for Light Bulbs, Occupancy and Vacancy Sensor, Single-Pole Only, No Neutral Req, MS-OPS2HW-WH, White", "asin": "", "price": "$25.75", "quantity": ""},
  {"title": "Kasa Matter Smart Dimmer Switch: Voice Control w/Siri, Alexa & Google Assistant, UL Certified, Timer & Schedule, Easy Guided Install, Neutral Wire Required, Single Pole, 2.4GHz Wi-Fi, 3-Pack", "asin": "", "price": "$59.99", "quantity": ""},
  {"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": "", "price": "$49.58", "quantity": ""},
  {"title": "Kasa Smart\nCeiling 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": "", "price": "$44.99", "quantity": ""},
  {"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", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Light Switch, Dimmer Switch with Wireless Remote Control, Single Pole Smart Switch Support 2.4G&5G Compatible with Alexa", "asin": "B0BKZP98CN", "price": "$24.22", "quantity": ""},
  {"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", "quantity": ""},
  {"title": "Lutron\nCaseta 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": ""}],
  "ads": [{"title": "Lutron Sunnata Touch Dimmer Switch with Wallplate with LED+ Advanced Technology, for LED and Incandescent, 3 Way/Multi Location, STCL-153MW-WH, White", "asin": "B0BX4KH8HV"},
  {"title": "Lutron Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, DVCL-153P-WH, White", "asin": "B004DZOMKC"},
  {"title": "Lutron Ariadni/Toggler LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, AYCL-153P-WH, White", "asin": "B006UTQCA2"}],
  "search_results": [{"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": "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": "Smart Sensor 2 Pack - Comfort, Security, Energy Savings - Smart Home - Compatible with ecobee Smart Thermostats for Home", "asin": "B07NQVWRR3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Legrand radiant RH453PDBCCV6 450W Preset Decorator Rocker Dimmer Light Switch with Locator Light for Dimmable LED and CFL Bulbs, Single Pole/3-Way, Dark Bronze (1 Count)", "asin": "B0734VSNGH", "price": "$33.79", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "A19 LED Smart Light Bulb - White and Color Ambiance - 60W Indoor Light Bulb - Control with Hue App - Works with Alexa, Google Assistant and Apple Homekit - 3 Pack", "asin": "B08D9N7RJ4", "price": "$134.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "Caseta Smart Lighting Smart Hub for Light Bulbs and Fans, Works w/ Alexa, Apple Homekit, Google Home, 75 Device Capacity, L-BDG2-WH, White", "asin": "B00XPW67ZM", "price": "$79.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Caseta Original Smart Switch (Lutron Smart Hub Required), for LED Lights and Fans, 6 Amp, Single-Pole/3-Way, Neutral Required, PD-6ANS-WH, White", "asin": "B017LRCG38", "price": "$59.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"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": "Caseta Smart Lamp Dimmer Switch (Lutron Smart Hub Required) for Floor and Table Lamps, for Dimmable LED Lights, up to 100 Watt, PD-3PCL-WH, White", "asin": "B00KHSXB60", "price": "$44.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "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 10 AM - 3 PM"},
  {"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": "Light Switch, Dimmer Switch with Wireless Remote Control, Single Pole Smart Switch Support 2.4G&5G Compatible with Alexa", "asin": "B0BKZP98CN", "price": "$24.22", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Slim Canless 6\" Downlight, EyeComfort, Dimmable, Wet Rated, 1000 Lumens, 2700K-5000K, Selectable White, T24, Energy Star, 12 Pack", "asin": "B0CXK2599F", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Diva Smart Dimmer Switch 3-Way Kit for Caseta Smart Lighting, w/Wall Plate, Pico Paddle Remote, Wallmount Bracket, and Label Stickers, 150 Watt, No Neutral Required, DVRF-PKG1D-WH", "asin": "B0CJ6DFMT7", "price": "$79.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Caseta Original Smart Switch 3-Way Kit, w/ Pico Remote, Wallplate, and Wall Bracket, for LED Lights and Fans, 5 Amp, Neutral Required, P-PKG1WS-WH", "asin": "B08FRN8FK5", "price": "$64.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Maestro Motion Sensor Light Switch for Bathroom, Garage, Laundry Room, and Closet, for Any Light Bulbs, Occupancy and Vacancy Sensor, Single-Pole Only, No Neutral Required, MS-OPS2-WH, White", "asin": "B005WM3ALC", "price": "$20.77", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Caseta Smart Lighting Weatherproof+ Outdoor Smart Plug for Lights and Motors, 15A LED Fixtures & 1/2 HP Motors, PD-15OUT-BL, Black", "asin": "B08YPFFM58", "price": "$79.93", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Kasa Matter Smart Dimmer Switch: Voice Control w/Siri, Alexa & Google Assistant, UL Certified, Timer & Schedule, Easy Guided Install, Neutral Wire Required, Single Pole, 2.4GHz Wi-Fi, 3-Pack", "asin": "B0C9KJT36W", "price": "$59.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"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": "Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, Single-Pole or 3-Way, DVCL-153P-WH, White (2-Pack)", "asin": "B085D8M2MR", "price": "$54.50", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Smart Fan Speed Control Switch (Lutron Smart Hub Required), Single-Pole, PD-FSQN-WH, White", "asin": "B07N1GXM38", "price": "$64.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Smart Lighting Auto On and Off Motion Sensor, For Dimmers, Switches, and Fans Controls, No Wires Required, PD-OSENS-WH, White", "asin": "B084CMPWST", "price": "$49.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Claro On/Off Switch, 15-Amp/3-Way, CA-3PS-WH, White", "asin": "B00081I0EO", "price": "$7.24", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"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 10 AM - 3 PM"},
  {"title": "Wall Tap Dial Light Switch, Portable, Black - 1 Pack - Requires Hue Lights and Hue Bridge - Smart Home - Easy, No-Wire Installation", "asin": "B0B6LDPZ5M", "price": "$49.98", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Aurora Smart Bulb Dimmer Switch | for Philips Hue Smart Bulbs | Z3-1BRL-WH-L0 | White", "asin": "B07RJ14FBS", "price": "$39.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Claro Light Switch Cover Plate, 1 Gang Wallplate, for Decorator Light Switches, Rocker Light Switch Cover, Outlet Cover, Screwless Switch Plate Cover, Gloss, CW-1-WH-20, White, 20 Pack", "asin": "B07G93LSW6", "price": "$84.14", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Pico Remote for Caseta Smart Dimmer Switch, 3-Button Control with Raise/Lower and Preset Lighting Level, For Table Top or Wallmount Use, PJ2-3BRL-WH-L01R, White", "asin": "B00KLAXFQ0", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Sunnata Touch Dimmer Switch with Wallplate with LED+ Advanced Technology, for LED and Incandescent, 3 Way/Multi Location, STCL-153MW-WH, White", "asin": "B0BX4KH8HV", "price": "$42.92", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "DVRF-BDG-1D DIMMER Starter KIT, LED Technology, CASETA Diva, KIT Includes / (1) CASETA Diva Smart DIMMER / (1) CLARO WALLPLATE / (1) Smart HUB / (1) PICO Smart", "asin": "B0BSHZ2CTD", "price": "$119.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch With Wallplate (Lutron Smart Hub Required), for LED Lights, 150 Watt, Single-Pole/3-Way, No Neutral Required, PDW-6WCL-WH-A, White", "asin": "B07SJJBTYY", "price": "$63.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Claro 2 Gang Decorator/Rocker Wallplate, For Light Dimmers, Switches and Accessories, Snap-On Installation, No Visible Screws, Satin, SC-2-SW, Snow", "asin": "B00105VAJ4", "price": "$11.64", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Caseta Smart Lighting Pedestal for Pico Remote, L-PED1-WH, White", "asin": "B003WGU2MU", "price": "$11.47", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Claro Light Switch Cover Plate, 3 Gang Wallplate, for Decorator Light Switches, Rocker Light Switch Cover, Outlet Cover, Screwless Switch Plate Cover, Gloss, CW-3-WH, White", "asin": "B0000V2UMU", "price": "$8.48", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Claro 15 Amp Duplex Outlet, CAR-15-WH, White", "asin": "B0057PJV2G", "price": "$6.42", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Claro 15 Amp Single-Pole Paddle Switch, CA-1PS-WH, White (6-Pack)", "asin": "B089QV3NRD", "price": "$41.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Smart Lighting Wall Plate Bracket for Pico Smart Remote(Pico Sold Separately), Directly Mount Pico Remote To The Wall, 3-Way (No Wires Required), PICO-WBX-ADAPT", "asin": "B00JZRAFEA", "price": "$7.53", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Paddle Pico Remote for Caseta Smart Dimmers/Switches, On/Off Control, for Table Top or Wallmount Use, PJ2-P2B-GWH, White", "asin": "B0CJ6FDN63", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Claro Light Switch Cover Plate, 4 Gang Wallplate, for Decorator Light Switches, Rocker Light Switch Cover, Outlet Cover, Screwless Switch Plate Cover, Gloss, CW-4-WH, White", "asin": "B00024BJV8", "price": "$15.11", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Maestro Countdown Timer Switch for Fans and Lights, 3A/150-Watt LED Bulbs, Single-Pole/Multi-Location | MA-T51MN-WH | White", "asin": "B0017PNRVQ", "price": "$35.31", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, DVCL-153P-WH-3, White, 3 Pack", "asin": "B01LXOG1RL"},
  {"title": "Skylark LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs | 150W/Single-Pole or 3-Way | SCL-153P-WH | White", "asin": "B00A92MQ38", "price": "$23.92", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Ariadni/Toggler LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150 Watt, Single-Pole or 3-Way, AYCL-153P-WH, White", "asin": "B006UTQCA2", "price": "$26.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "CW-2-WH Claro 2-Gang Wall Plate, White, 12-Pack", "asin": "B00OZJAXUY", "price": "$128.05", "delivery": " Two-Day FREE delivery Fri, Apr 25 Only 20 left in stock (more on the way)."},
  {"title": "Diva LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150W/Single-Pole or 3-Way, DVSCCL-153P-SW, Snow", "asin": "B004DZONJC", "price": "$38.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Original Smart Dimmer Switch ELV+ (Lutron Hub Required), 250W LED, Single-Pole/3-Way, Neutral Required, PD-5NE-WH, White", "asin": "B01M22SK1W", "price": "$119.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Pico Remote for Audio, Works with Sonos (Caseta Smart Hub Required), Raise/Lower Volume, Pause and Skip Tracks, For Table Top or Wallmount Use, PJ2-3BRL-GWH-A02, White", "asin": "B01LC7O9MY", "price": "$39.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Caseta Smart Claro Accessory Switch for 3 way \u2013 For use only with Diva Smart Dimmer or Claro Smart Switch, DVRF-AS-WH, White", "asin": "B0BYPDKCD5", "price": "$29.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
  {"title": "Pico Remote for Caseta Smart Switch, 2-Button Control , On/Off Control, For Table Top or Wallmount Use, PJ2-2B-GWH-L01, White", "asin": "B00KLAXOE8", "price": "$20.20", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "Maestro LED+ Dual Dimmer and Switch | 75-Watt LED Bulbs/2.5A Fans, Single-Pole | MACL-L3S25-WH | White", "asin": "B0CT3RFY6K", "price": "$64.95", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Tamper-Resistant Duplex Receptacle, 15-Amp, CARS-15-TR-WH, White", "asin": "B00E7N7590", "price": "$14.00", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
  {"title": "Maestro LED+ Dimmer Switch for Dimmable LED, Halogen and Incandescent Bulbs, 150W/Single-Pole or Multi-Location, MACL-153M-WH, White (2-Pack)", "asin": "B085DBXDFV", "price": "$61.75", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "Caseta Original Smart Dimmer Switch Starter Kit, with Pico Remote, Wall Plate, and Smart Hub, Works with Alexa, Apple Home, and Google Home, 3 Way, 150W, No Neutral Req, P-BDG-PKG1W", "asin": "B00MXCRAX8", "price": "$73.50", "delivery": "FREE delivery Apr 29 - May 1 Only 1 left in stock - order soon."},
  {"title": "SCR-20-GFST-SW Claro Satin Colors 20-Amp Self-Testing Receptacle, Snow", "asin": "B01BLJ51GG", "price": "$70.51", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
  {"title": "Claro Blank Insert, DV-BI-WH, White", "asin": "B004XIGP4K", "price": "$5.93", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
  {"title": "LUT-MLC", "asin": "B01E9F084E", "price": "$12.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"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": "Claro 15 Amp 3-Way Rocker Switch with Locator Light, SC-3PSNL-SW, Snow", "asin": "B0016ZOFJU", "price": "$18.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 24"},
  {"title": "ELECTRONICS INC MS-VPS5MH-WH Vacancy Sensor, White", "asin": "B008SE3GBU", "price": "$34.55", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-23T22:48:06.939Z", // 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>
  