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": "2025-04-16T23:17:14.698Z", "action": "input", "action_argument": "prime cat food"}
  {"timestamp": "2025-04-16T23:17:22.808Z", "action": "click_product", "action_argument": "B0BXZXX43Q"}
  {"timestamp": "2025-04-17T23:06:47.147Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:48.996Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:50.854Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:52.710Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:07:34.371Z", "action": "click_product", "action_argument": "B0C8VZ1H67"}
  {"timestamp": "2025-04-18T03:48:23.881Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:49:27.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:49:31.445Z", "action": "click_product", "action_argument": "B0BCK29WBT"}
  {"timestamp": "2025-04-18T03:49:43.358Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:50:08.995Z", "action": "purchase", "action_argument": "B0BCK29WBT"}
  {"timestamp": "2025-04-18T03:52:23.255Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:52:30.421Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-18T03:52:45.751Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-19T03:46:09.182Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:46:21.861Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:47:18.808Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:19.461Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:23.118Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:23.784Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:24.650Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:25.183Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:26.504Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:27.057Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:27.913Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:29.854Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:44.214Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:46.558Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:48.814Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:50.736Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:53.308Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:54.367Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:56.259Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:57.946Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:59.424Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:00.656Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:01.760Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:02.699Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:03.813Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:08.833Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:11.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:12.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:13.881Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:14.707Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:17.060Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:17.723Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:19.004Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:20.207Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:22.157Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:24.045Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:33.404Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:37.053Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:38.533Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:41.516Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:46.088Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:47.799Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:50.919Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:49:09.575Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:49:19.353Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:37.129Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:42.797Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:44.065Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:46.106Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:48.178Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:52.629Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:54.589Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:58.427Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:01.796Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:02.753Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:22.856Z", "action": "purchase", "action_argument": "B0BP69X89N"}
  {"timestamp": "2025-04-19T03:51:36.642Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-19T03:54:35.038Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:40.413Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:43.314Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:46.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:49.266Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:54.153Z", "action": "click", "action_argument": "product_option"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T20:30:32.001Z", "action": "input", "action_argument": "patio cat"}
  {"timestamp": "2025-04-23T20:30:42.388Z", "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": "patio cat protactor"}],
  "search_results": [{"title": "Large Portable Mesh Cube for Cats - Playpen and Cat Tunnel for Indoor Cats Provides Room to Romp, Play, and Sleep. Waterproof Base; Durable Enclosed Outdoor Pet Playpen with Ventilated Mesh Cube", "asin": "B0DPJHKGV6", "price": "$39.98", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "PawHut Catio Playground Cat Window Box Outside Enclosure, Outdoor Cat House with Weather Protection Roof for Multiple Kitties, Wooden Frame, Shelves & Bridges, 118\" x 37.5\" x 74\", White", "asin": "B0CCTG6NY8", "price": "$365.49", "delivery": "FREE delivery Wed, Apr 30"},
  {"title": "Cat Large Enclosure - DIY Catio Ideal for 1-3 Cats, Indoor & Outdoor, Detachable Metal Wire Kennel, 2x3x4 Exercise Place", "asin": "B0CS6FXB8B", "price": "$66.29", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "LUCKITTY Outdoor Rainbow Cat Enclosures Playground,Outside House for Indoor Cats Include Portable Tent, Circle Cat Playpen Tunnel, for Cats, Kitty and Small Animals,Within Storage Bag", "asin": "B0BNKPWN5C", "price": "$37.96", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Qeeman Garden Decor Solar Statues: Mothers Day Birthday Gifts for Mom Grandma Women Sister Wife Lady Lover - Front Patio Balcony Yard Art Lawn Ornaments Porch Outdoor Outside Decorations (Cat)", "asin": "B0BCFVC8X7", "price": "$23.68", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "28ft\u00b2 Large Outdoor Cat House, Luxury Wooden Walk-in Catio Enclosure with 2 Doors & 2 Hiding Houses, Escape-Proof Locks + Waterproof Roof - Customizable Multi-Cat Playpen (Gray)", "asin": "B0F1CV4QBP", "price": "$386.99", "delivery": "FREE delivery Mon, May 5 for Prime members"},
  {"title": "Portable Large Pop Up Pet Cat Tents Enclosures House for Outside Patio Indoor for Cat Puppy Rabbit Small Animals,Quick Opened,Independent or can be Connected to Tunnels", "asin": "B09HCH52KD", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "PawHut Catio Playground Cat Window Box Outside Enclosure, Outdoor Cat House with Weather Protection Roof for Multiple Kitties, Wooden Frame, Shelves & Bridges, 118\" x 37.5\" x 74\", Gray", "asin": "B0CCTDLFTN", "price": "$365.49", "delivery": "FREE delivery Wed, Apr 30"},
  {"title": "Solar Cat Statue - Garden Decor with LED Lights, Perfect for Mom or Grandma (Gray Cat)", "asin": "B0BVBBSSJ2", "price": "$21.58", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Portable Large Pop Up Pet Cat Tents Enclosures House for Outside Patio Indoor for Cat Puppy Rabbit Small Animals,Quick Opened,Independent or can be Connected to Tunnels", "asin": "B08PNRCX1Y", "price": "$47.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Cat Screen Door, Extra Tall Cat-Proof Mesh Gate, Fit Door Size 36'' x 82'', Anti-Cat Scratch Mesh with Zipper Closure, for Living Room, Kitchen, Bedroom (Black)", "asin": "B0DQG3786P", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "2-in-1 Cat Playpen with Pee Pad, 72''Pop Up Dog Pet Playpen for Indoor Outdoor Cats Enclosed, Portable Pet Playpen, Kitten Puppy Foldable Play Pen Cat Dog Tent Crate Cage Kennel(M, 72\" Lx36Wx24H)", "asin": "B0DFXW29JW", "price": "$89.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Fiberglass Magnetic Screen Door Fit Door Size 32 x 80 in- Heavy Duty Fiberglass Screen Door Mesh for Interior Door, Patio and Sliding Doors - Door Screen Magnetic Closure Let Fresh Air in", "asin": "B0CQY6LHTW", "price": "$16.14", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Solar Garden Decor Cat Moon Outdoor Statue and Figurine Lights, Outdoor Patio Sculpture Decor LED Lights Gifts for Mom or Daughter, Garden Statues Birthday Gifts for Women Home and Yard", "asin": "B0DLGF697S", "price": "$13.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Antique Copper Fishing Cat Sculpture - Outdoor Garden Decor, Koi Pond Art, Cat Statues for Patio or Lawn Waterfalls", "asin": "B0D8DXB61Y", "price": "$13.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Window Bird Feeder with Strong Suction Cups for Viewing, Acrylic Window Bird Feeder for Cats, Removable Tray for Easy Clean and Refill, Gifts for Parents", "asin": "B0D66JK8B5", "price": "$15.19", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "2-in-1 XLarge Cat Playpen, Detachable into 2 Separate Playpens with Additional 2 Doors, with Pee Pads, Portable Dog Playpen Cat Tent Enclosure for Kitten and Puppy Indoor Outdoor Use(M, 72\"x36''x24H)", "asin": "B0DLK1FHPP", "price": "$107.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "SUNNY GUARD 3.3'x19.7' Brown Grey Balcony Privacy Screen Fence, Apartments Railing Screen, Heavy Duty Wind Screen for Outdoor,Backyard,Patio,Deck Privacy", "asin": "B0C45J7GZM", "price": "$16.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "YITAHOME Rattan Dog Sofa Bed with Cushion,Wicker Pet Bed Sofa Couch Indoor Outdoor Water Resistant for Large Medium Small Dogs Cats (34.6''L*23.6''W*11.8'',Blue)", "asin": "B0CPBWY318", "price": "$62.99", "delivery": "FREE delivery Wed, Apr 30 for Prime members"},
  {"title": "2PC Cat Window Perch Cordless Foldable Cat Hammock Bed for Window with Metal Frame and Reversible Cover, Large Suction Cups Window Resting Seat for Indoor Cats (Cat Bed, L-2PC)", "asin": "B0D9L847F7", "price": "$29.58", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Solar Lanterns Outdoor Waterproof - 2 Pack Cat Garden Decor Birthday Gifts for Women Mom Grandma Hanging Solar Lights Metal Solar Lantern for Outside, Patio, Outdoor, Yard, Backyard, Porch", "asin": "B0DDPSY9C9", "price": "$42.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "32 Panels Small Animals Playpen,Transparent Playpen with Waterproof Mat, Plastic Enclosure,Puppy Play Pen for Chicken,Pet Fence for Guinea Pigs,Bunny,Ferrets,Hamsters,Hedgehogs for Indoors Outdoor", "asin": "B0D1FLCKYF", "price": "$38.63", "delivery": " Two-Day FREE delivery Fri, Apr 25"}]
  <|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": "2025-04-23T20:30:48.621Z", // 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": "2025-04-16T23:17:14.698Z", "action": "input", "action_argument": "prime cat food"}
  {"timestamp": "2025-04-16T23:17:22.808Z", "action": "click_product", "action_argument": "B0BXZXX43Q"}
  {"timestamp": "2025-04-17T23:06:47.147Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:48.996Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:50.854Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:52.710Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:07:34.371Z", "action": "click_product", "action_argument": "B0C8VZ1H67"}
  {"timestamp": "2025-04-18T03:48:23.881Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:49:27.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:49:31.445Z", "action": "click_product", "action_argument": "B0BCK29WBT"}
  {"timestamp": "2025-04-18T03:49:43.358Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:50:08.995Z", "action": "purchase", "action_argument": "B0BCK29WBT"}
  {"timestamp": "2025-04-18T03:52:23.255Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:52:30.421Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-18T03:52:45.751Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-19T03:46:09.182Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:46:21.861Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:47:18.808Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:19.461Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:23.118Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:23.784Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:24.650Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:25.183Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:26.504Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:27.057Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:27.913Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:29.854Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:44.214Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:46.558Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:48.814Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:50.736Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:53.308Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:54.367Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:56.259Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:57.946Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:59.424Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:00.656Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:01.760Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:02.699Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:03.813Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:08.833Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:11.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:12.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:13.881Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:14.707Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:17.060Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:17.723Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:19.004Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:20.207Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:22.157Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:24.045Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:33.404Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:37.053Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:38.533Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:41.516Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:46.088Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:47.799Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:50.919Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:49:09.575Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:49:19.353Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:37.129Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:42.797Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:44.065Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:46.106Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:48.178Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:52.629Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:54.589Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:58.427Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:01.796Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:02.753Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:22.856Z", "action": "purchase", "action_argument": "B0BP69X89N"}
  {"timestamp": "2025-04-19T03:51:36.642Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-19T03:54:35.038Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:40.413Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:43.314Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:46.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:49.266Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:54.153Z", "action": "click", "action_argument": "product_option"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T20:30:32.001Z", "action": "input", "action_argument": "patio cat"}
  {"timestamp": "2025-04-23T20:30:42.388Z", "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": "patio cat protactor"}],
  "search_results": [{"title": "Large Portable Mesh Cube for Cats - Playpen and Cat Tunnel for Indoor Cats Provides Room to Romp, Play, and Sleep. Waterproof Base; Durable Enclosed Outdoor Pet Playpen with Ventilated Mesh Cube", "asin": "B0DPJHKGV6", "price": "$39.98", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "PawHut Catio Playground Cat Window Box Outside Enclosure, Outdoor Cat House with Weather Protection Roof for Multiple Kitties, Wooden Frame, Shelves & Bridges, 118\" x 37.5\" x 74\", White", "asin": "B0CCTG6NY8", "price": "$365.49", "delivery": "FREE delivery Wed, Apr 30"},
  {"title": "Cat Large Enclosure - DIY Catio Ideal for 1-3 Cats, Indoor & Outdoor, Detachable Metal Wire Kennel, 2x3x4 Exercise Place", "asin": "B0CS6FXB8B", "price": "$66.29", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "LUCKITTY Outdoor Rainbow Cat Enclosures Playground,Outside House for Indoor Cats Include Portable Tent, Circle Cat Playpen Tunnel, for Cats, Kitty and Small Animals,Within Storage Bag", "asin": "B0BNKPWN5C", "price": "$37.96", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Qeeman Garden Decor Solar Statues: Mothers Day Birthday Gifts for Mom Grandma Women Sister Wife Lady Lover - Front Patio Balcony Yard Art Lawn Ornaments Porch Outdoor Outside Decorations (Cat)", "asin": "B0BCFVC8X7", "price": "$23.68", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "28ft\u00b2 Large Outdoor Cat House, Luxury Wooden Walk-in Catio Enclosure with 2 Doors & 2 Hiding Houses, Escape-Proof Locks + Waterproof Roof - Customizable Multi-Cat Playpen (Gray)", "asin": "B0F1CV4QBP", "price": "$386.99", "delivery": "FREE delivery Mon, May 5 for Prime members"},
  {"title": "Portable Large Pop Up Pet Cat Tents Enclosures House for Outside Patio Indoor for Cat Puppy Rabbit Small Animals,Quick Opened,Independent or can be Connected to Tunnels", "asin": "B09HCH52KD", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "PawHut Catio Playground Cat Window Box Outside Enclosure, Outdoor Cat House with Weather Protection Roof for Multiple Kitties, Wooden Frame, Shelves & Bridges, 118\" x 37.5\" x 74\", Gray", "asin": "B0CCTDLFTN", "price": "$365.49", "delivery": "FREE delivery Wed, Apr 30"},
  {"title": "Solar Cat Statue - Garden Decor with LED Lights, Perfect for Mom or Grandma (Gray Cat)", "asin": "B0BVBBSSJ2", "price": "$21.58", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Portable Large Pop Up Pet Cat Tents Enclosures House for Outside Patio Indoor for Cat Puppy Rabbit Small Animals,Quick Opened,Independent or can be Connected to Tunnels", "asin": "B08PNRCX1Y", "price": "$47.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Cat Screen Door, Extra Tall Cat-Proof Mesh Gate, Fit Door Size 36'' x 82'', Anti-Cat Scratch Mesh with Zipper Closure, for Living Room, Kitchen, Bedroom (Black)", "asin": "B0DQG3786P", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "2-in-1 Cat Playpen with Pee Pad, 72''Pop Up Dog Pet Playpen for Indoor Outdoor Cats Enclosed, Portable Pet Playpen, Kitten Puppy Foldable Play Pen Cat Dog Tent Crate Cage Kennel(M, 72\" Lx36Wx24H)", "asin": "B0DFXW29JW", "price": "$89.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Fiberglass Magnetic Screen Door Fit Door Size 32 x 80 in- Heavy Duty Fiberglass Screen Door Mesh for Interior Door, Patio and Sliding Doors - Door Screen Magnetic Closure Let Fresh Air in", "asin": "B0CQY6LHTW", "price": "$16.14", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Solar Garden Decor Cat Moon Outdoor Statue and Figurine Lights, Outdoor Patio Sculpture Decor LED Lights Gifts for Mom or Daughter, Garden Statues Birthday Gifts for Women Home and Yard", "asin": "B0DLGF697S", "price": "$13.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Antique Copper Fishing Cat Sculpture - Outdoor Garden Decor, Koi Pond Art, Cat Statues for Patio or Lawn Waterfalls", "asin": "B0D8DXB61Y", "price": "$13.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Window Bird Feeder with Strong Suction Cups for Viewing, Acrylic Window Bird Feeder for Cats, Removable Tray for Easy Clean and Refill, Gifts for Parents", "asin": "B0D66JK8B5", "price": "$15.19", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "2-in-1 XLarge Cat Playpen, Detachable into 2 Separate Playpens with Additional 2 Doors, with Pee Pads, Portable Dog Playpen Cat Tent Enclosure for Kitten and Puppy Indoor Outdoor Use(M, 72\"x36''x24H)", "asin": "B0DLK1FHPP", "price": "$107.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "SUNNY GUARD 3.3'x19.7' Brown Grey Balcony Privacy Screen Fence, Apartments Railing Screen, Heavy Duty Wind Screen for Outdoor,Backyard,Patio,Deck Privacy", "asin": "B0C45J7GZM", "price": "$16.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "YITAHOME Rattan Dog Sofa Bed with Cushion,Wicker Pet Bed Sofa Couch Indoor Outdoor Water Resistant for Large Medium Small Dogs Cats (34.6''L*23.6''W*11.8'',Blue)", "asin": "B0CPBWY318", "price": "$62.99", "delivery": "FREE delivery Wed, Apr 30 for Prime members"},
  {"title": "2PC Cat Window Perch Cordless Foldable Cat Hammock Bed for Window with Metal Frame and Reversible Cover, Large Suction Cups Window Resting Seat for Indoor Cats (Cat Bed, L-2PC)", "asin": "B0D9L847F7", "price": "$29.58", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Solar Lanterns Outdoor Waterproof - 2 Pack Cat Garden Decor Birthday Gifts for Women Mom Grandma Hanging Solar Lights Metal Solar Lantern for Outside, Patio, Outdoor, Yard, Backyard, Porch", "asin": "B0DDPSY9C9", "price": "$42.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "32 Panels Small Animals Playpen,Transparent Playpen with Waterproof Mat, Plastic Enclosure,Puppy Play Pen for Chicken,Pet Fence for Guinea Pigs,Bunny,Ferrets,Hamsters,Hedgehogs for Indoors Outdoor", "asin": "B0D1FLCKYF", "price": "$38.63", "delivery": " Two-Day FREE delivery Fri, Apr 25"}]
  <|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": "2025-04-23T20:30:48.621Z", // 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": "2025-04-16T23:17:14.698Z", "action": "input", "action_argument": "prime cat food"}
  {"timestamp": "2025-04-16T23:17:22.808Z", "action": "click_product", "action_argument": "B0BXZXX43Q"}
  {"timestamp": "2025-04-17T23:06:47.147Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:48.996Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:50.854Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:06:52.710Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-17T23:07:34.371Z", "action": "click_product", "action_argument": "B0C8VZ1H67"}
  {"timestamp": "2025-04-18T03:48:23.881Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:49:27.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:49:31.445Z", "action": "click_product", "action_argument": "B0BCK29WBT"}
  {"timestamp": "2025-04-18T03:49:43.358Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:50:08.995Z", "action": "purchase", "action_argument": "B0BCK29WBT"}
  {"timestamp": "2025-04-18T03:52:23.255Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-18T03:52:30.421Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-18T03:52:45.751Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-19T03:46:09.182Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:46:21.861Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:47:18.808Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:19.461Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:23.118Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:23.784Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:24.650Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:25.183Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:26.504Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:27.057Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:27.913Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:29.854Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T03:47:44.214Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:46.558Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:48.814Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:50.736Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:53.308Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:54.367Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:56.259Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:57.946Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:47:59.424Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:00.656Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:01.760Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:02.699Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:03.813Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:08.833Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:11.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:12.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:13.881Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:14.707Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:17.060Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:17.723Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:19.004Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:20.207Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:22.157Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:24.045Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:33.404Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:37.053Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:38.533Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:41.516Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:46.088Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:47.799Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:48:50.919Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:49:09.575Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T03:49:19.353Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:37.129Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:42.797Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:44.065Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:46.106Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:48.178Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:52.629Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:54.589Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:49:58.427Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:01.796Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:02.753Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:50:22.856Z", "action": "purchase", "action_argument": "B0BP69X89N"}
  {"timestamp": "2025-04-19T03:51:36.642Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-19T03:54:35.038Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:40.413Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:43.314Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:46.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:49.266Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T03:54:54.153Z", "action": "click", "action_argument": "product_option"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-23T20:30:32.001Z", "action": "input", "action_argument": "patio cat"}
  {"timestamp": "2025-04-23T20:30:42.388Z", "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": "patio cat protactor"}],
  "search_results": [{"title": "Large Portable Mesh Cube for Cats - Playpen and Cat Tunnel for Indoor Cats Provides Room to Romp, Play, and Sleep. Waterproof Base; Durable Enclosed Outdoor Pet Playpen with Ventilated Mesh Cube", "asin": "B0DPJHKGV6", "price": "$39.98", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "PawHut Catio Playground Cat Window Box Outside Enclosure, Outdoor Cat House with Weather Protection Roof for Multiple Kitties, Wooden Frame, Shelves & Bridges, 118\" x 37.5\" x 74\", White", "asin": "B0CCTG6NY8", "price": "$365.49", "delivery": "FREE delivery Wed, Apr 30"},
  {"title": "Cat Large Enclosure - DIY Catio Ideal for 1-3 Cats, Indoor & Outdoor, Detachable Metal Wire Kennel, 2x3x4 Exercise Place", "asin": "B0CS6FXB8B", "price": "$66.29", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "LUCKITTY Outdoor Rainbow Cat Enclosures Playground,Outside House for Indoor Cats Include Portable Tent, Circle Cat Playpen Tunnel, for Cats, Kitty and Small Animals,Within Storage Bag", "asin": "B0BNKPWN5C", "price": "$37.96", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Qeeman Garden Decor Solar Statues: Mothers Day Birthday Gifts for Mom Grandma Women Sister Wife Lady Lover - Front Patio Balcony Yard Art Lawn Ornaments Porch Outdoor Outside Decorations (Cat)", "asin": "B0BCFVC8X7", "price": "$23.68", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "28ft\u00b2 Large Outdoor Cat House, Luxury Wooden Walk-in Catio Enclosure with 2 Doors & 2 Hiding Houses, Escape-Proof Locks + Waterproof Roof - Customizable Multi-Cat Playpen (Gray)", "asin": "B0F1CV4QBP", "price": "$386.99", "delivery": "FREE delivery Mon, May 5 for Prime members"},
  {"title": "Portable Large Pop Up Pet Cat Tents Enclosures House for Outside Patio Indoor for Cat Puppy Rabbit Small Animals,Quick Opened,Independent or can be Connected to Tunnels", "asin": "B09HCH52KD", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 27"},
  {"title": "PawHut Catio Playground Cat Window Box Outside Enclosure, Outdoor Cat House with Weather Protection Roof for Multiple Kitties, Wooden Frame, Shelves & Bridges, 118\" x 37.5\" x 74\", Gray", "asin": "B0CCTDLFTN", "price": "$365.49", "delivery": "FREE delivery Wed, Apr 30"},
  {"title": "Solar Cat Statue - Garden Decor with LED Lights, Perfect for Mom or Grandma (Gray Cat)", "asin": "B0BVBBSSJ2", "price": "$21.58", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Portable Large Pop Up Pet Cat Tents Enclosures House for Outside Patio Indoor for Cat Puppy Rabbit Small Animals,Quick Opened,Independent or can be Connected to Tunnels", "asin": "B08PNRCX1Y", "price": "$47.99", "delivery": "FREE delivery Sat, Apr 26"},
  {"title": "Cat Screen Door, Extra Tall Cat-Proof Mesh Gate, Fit Door Size 36'' x 82'', Anti-Cat Scratch Mesh with Zipper Closure, for Living Room, Kitchen, Bedroom (Black)", "asin": "B0DQG3786P", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "2-in-1 Cat Playpen with Pee Pad, 72''Pop Up Dog Pet Playpen for Indoor Outdoor Cats Enclosed, Portable Pet Playpen, Kitten Puppy Foldable Play Pen Cat Dog Tent Crate Cage Kennel(M, 72\" Lx36Wx24H)", "asin": "B0DFXW29JW", "price": "$89.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Fiberglass Magnetic Screen Door Fit Door Size 32 x 80 in- Heavy Duty Fiberglass Screen Door Mesh for Interior Door, Patio and Sliding Doors - Door Screen Magnetic Closure Let Fresh Air in", "asin": "B0CQY6LHTW", "price": "$16.14", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Solar Garden Decor Cat Moon Outdoor Statue and Figurine Lights, Outdoor Patio Sculpture Decor LED Lights Gifts for Mom or Daughter, Garden Statues Birthday Gifts for Women Home and Yard", "asin": "B0DLGF697S", "price": "$13.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Antique Copper Fishing Cat Sculpture - Outdoor Garden Decor, Koi Pond Art, Cat Statues for Patio or Lawn Waterfalls", "asin": "B0D8DXB61Y", "price": "$13.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Window Bird Feeder with Strong Suction Cups for Viewing, Acrylic Window Bird Feeder for Cats, Removable Tray for Easy Clean and Refill, Gifts for Parents", "asin": "B0D66JK8B5", "price": "$15.19", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "2-in-1 XLarge Cat Playpen, Detachable into 2 Separate Playpens with Additional 2 Doors, with Pee Pads, Portable Dog Playpen Cat Tent Enclosure for Kitten and Puppy Indoor Outdoor Use(M, 72\"x36''x24H)", "asin": "B0DLK1FHPP", "price": "$107.99", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "SUNNY GUARD 3.3'x19.7' Brown Grey Balcony Privacy Screen Fence, Apartments Railing Screen, Heavy Duty Wind Screen for Outdoor,Backyard,Patio,Deck Privacy", "asin": "B0C45J7GZM", "price": "$16.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "YITAHOME Rattan Dog Sofa Bed with Cushion,Wicker Pet Bed Sofa Couch Indoor Outdoor Water Resistant for Large Medium Small Dogs Cats (34.6''L*23.6''W*11.8'',Blue)", "asin": "B0CPBWY318", "price": "$62.99", "delivery": "FREE delivery Wed, Apr 30 for Prime members"},
  {"title": "2PC Cat Window Perch Cordless Foldable Cat Hammock Bed for Window with Metal Frame and Reversible Cover, Large Suction Cups Window Resting Seat for Indoor Cats (Cat Bed, L-2PC)", "asin": "B0D9L847F7", "price": "$29.58", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "Solar Lanterns Outdoor Waterproof - 2 Pack Cat Garden Decor Birthday Gifts for Women Mom Grandma Hanging Solar Lights Metal Solar Lantern for Outside, Patio, Outdoor, Yard, Backyard, Porch", "asin": "B0DDPSY9C9", "price": "$42.49", "delivery": " Two-Day FREE delivery Fri, Apr 25"},
  {"title": "32 Panels Small Animals Playpen,Transparent Playpen with Waterproof Mat, Plastic Enclosure,Puppy Play Pen for Chicken,Pet Fence for Guinea Pigs,Bunny,Ferrets,Hamsters,Hedgehogs for Indoors Outdoor", "asin": "B0D1FLCKYF", "price": "$38.63", "delivery": " Two-Day FREE delivery Fri, Apr 25"}]
  <|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": "2025-04-23T20:30:48.621Z", // 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>
  