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": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
  {"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:55.805Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:56:56.944Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
  {"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
  {"timestamp": "2025-04-16T20:59:52.318Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T21:00:54.606Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:01:27.928Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:01:33.076Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
  {"timestamp": "2025-04-16T21:02:04.677Z", "action": "click_product", "action_argument": "B01K2BOUN4"}
  {"timestamp": "2025-04-16T21:02:08.766Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:02:09.649Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:02:20.636Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
  {"timestamp": "2025-04-16T21:02:49.679Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:51.298Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:53.407Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:54.542Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:56.638Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:57.664Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:00.434Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:03.032Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:04.996Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:06.115Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:06.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:09.280Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:10.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:11.528Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:12.264Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:12.938Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:13.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:14.659Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:15.372Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:16.181Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:19.035Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:25.713Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:26.616Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:35.541Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:03:49.782Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:03:54.875Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:04:00.004Z", "action": "purchase", "action_argument": "B0DSVNNCVD"}
  {"timestamp": "2025-04-16T21:04:46.556Z", "action": "click_product", "action_argument": "B09654V9YX"}
  {"timestamp": "2025-04-16T21:05:23.313Z", "action": "click_product", "action_argument": "B07D6MY66N"}
  {"timestamp": "2025-04-16T21:05:50.364Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:06:41.217Z", "action": "click_product", "action_argument": "B0C2VB8HWF"}
  {"timestamp": "2025-04-16T21:06:49.027Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T21:06:54.108Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T21:07:22.247Z", "action": "click_product", "action_argument": "B08NVF8VWK"}
  {"timestamp": "2025-04-16T21:07:43.923Z", "action": "click_product", "action_argument": "B0BT9K54D6"}
  {"timestamp": "2025-04-16T21:07:57.466Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:10.250Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:14.450Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:17.717Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:21.417Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:26.228Z", "action": "purchase", "action_argument": "B0BT9K54D6"}
  {"timestamp": "2025-04-16T21:08:46.548Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-16T21:24:34.759Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:24:40.860Z", "action": "click_product", "action_argument": "B0BT9K54D6"}
  {"timestamp": "2025-04-16T21:24:43.642Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:46.214Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:48.117Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:57.342Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:59.250Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:25:16.703Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:25:28.561Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T21:25:30.978Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:25:43.677Z", "action": "click_product", "action_argument": "B0D418HHPL"}
  {"timestamp": "2025-04-16T21:26:03.376Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:26:19.610Z", "action": "click_product", "action_argument": "B09DLF695Y"}
  {"timestamp": "2025-04-16T21:26:24.294Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:26:44.944Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:47.000Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:47.918Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:48.499Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:49.687Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:50.603Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:51.583Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:52.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:53.509Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:54.796Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:55.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:56.136Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:56.834Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:57.728Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:58.653Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:59.458Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:27:04.333Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:27:05.745Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:27:17.180Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T21:27:21.089Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:27:25.313Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:27:31.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:27:34.885Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:28:04.909Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:28:16.789Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:28:56.340Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:28:58.072Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:29:06.282Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T21:29:12.964Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:30:07.424Z", "action": "purchase", "action_argument": "B0BT9K54D6, B0DH7PNPPM, B0D418HHPL"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T23:17:14.698Z", "action": "input", "action_argument": "prime cat food"}
  <|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": "prime cat food"}],
  "promotion_items": [{"title": "Nutro Wholesome Essentials Indoor Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI3Q7M", "price": "$44.98", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Natural Dry Cat Food Salmon & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42EI", "price": "$44.98", "quantity": ""},
  {"title": "ACANA Highest Protein Grasslands Grain-Free Dry Cat Food, Duck, Free-Run Chicken and Eggs Cat Food Recipe, 4lb", "asin": "B086TW5KF8", "price": "$30.99", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Adult Dry Cat Food, Chicken & Brown Rice Recipe, 3 lbs.", "asin": "B07QY54133", "price": "$17.98", "quantity": ""},
  {"title": "Dr. Elsey's Cleanprotein Salmon Formula Dry Cat Food, 6.6 Lb", "asin": "B07FCP8TQM", "price": "$51.79", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Hairball Control Natural Dry Cat Food Farm-Raised Chicken & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42GG", "price": "$47.99", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Natural Dry Cat Food Salmon & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42EI", "price": "$44.98", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Indoor Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI3Q7M", "price": "$44.98", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Hairball Control Natural Dry Cat Food Farm-Raised Chicken & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42GG", "price": "$47.99", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Senior Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI46W6", "price": "$44.98", "quantity": ""},
  {"title": "Dr. Elsey's Cleanprotein Salmon Formula Dry Cat Food, 6.6 Lb", "asin": "B07FCP8TQM", "price": "$51.79", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Adult Dry Cat Food, Chicken & Brown Rice Recipe, 3 lbs.", "asin": "B07QY54133", "price": "$17.98", "quantity": ""}],
  "search_results": [{"title": "Hill's Science Diet Adult 1-6, Adult 1-6 Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B009B87SAC", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Kitten, Kitten Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MW77W2", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MA3AW0", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Urinary Hairball Control, Adult 1-6, Urinary Track Health & Hairball Control Support, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B00ZQYGSU6", "price": "$38.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Gems Pate Cat Food Mousse With Tuna and a Halo of Savory Gravy Cat Food - (Pack of 8) 4 oz. Boxes", "asin": "B0C5B3BTVY", "price": "$15.76", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Original Choice Dry Cat Food, 6.3 Pound Bag", "asin": "B007JXVR76", "price": "$8.49", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "IAMS PROACTIVE HEALTH Adult Indoor Weight Control & Hairball Care Dry Cat Food with Chicken & Turkey Cat Kibble, 7 lb. Bag", "asin": "B01BKYFR7K", "price": "$16.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Variety Pack, Tasty Treasures Prime Filets (With Ocean Fish and Tuna, With Chicken and With Turkey) - (Pack of 12) 5.5 oz. Cans", "asin": "B006FTJ0NI", "price": "$8.33", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Cat Chow Hairball, Healthy Weight, Indoor, Natural Dry Cat Food, Naturals Indoor - 13 lb. Bag", "asin": "B01H3OA7KI", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Wet Cat Food Pate With Sustainable Salmon, Signature Seafood Entree, and Tender White Fish and Tuna Entree Variety Pack, 2.6 oz. Twin Pack Trays (24 Count, 48 Servings)", "asin": "B075QK5SP2", "price": "$23.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Whole Paws, Grain-Free Dry Cat Food, Chicken & Pea Recipe, Enhanced with Fiber & Prebiotics, 3.5 lb", "asin": "B07PS4GLK1", "price": "$14.29", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Natural Dry Cat Food Salmon & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42EI", "price": "$44.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Dr. Elsey's Cleanprotein Salmon Formula Dry Cat Food, 6.6 Lb", "asin": "B07FCP8TQM", "price": "$51.79", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Wet Cat Food Pate, Savory Chicken Entree, Roasted Turkey Entree, and Tender Beef Entree Variety Pack, 2.6 oz. Twin Pack Trays (24 Count, 48 Servings)", "asin": "B0727N2XG7", "price": "$25.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Gravy Lovers Poultry and Beef Grilled Gourmet Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B005OB3E30", "price": "$20.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Dry Cat Food Gravy Swirl'd With Flavors of Chicken, Salmon and Gravy - 3.15 lb. Bag", "asin": "B0727R5C5Q", "price": "$4.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Wet Cat Food Cuts in Gravy Variety Pack, Roasted Chicken Entree, With Sustainable Salmon, and Tender Turkey Entree, 2.6 oz. Twin-Pack Trays (24 Count, 48 Servings)", "asin": "B072DTFZHL", "price": "$23.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Seafood Classic Pate Collection Grain Free Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B00JT3TP1O", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ACANA Highest Protein Grasslands Grain-Free Dry Cat Food, Duck, Free-Run Chicken and Eggs Cat Food Recipe, 4lb", "asin": "B086TW5KF8", "price": "$30.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Sheba Perfect Portions Wet Cat Food Cuts in Gravy Variety Pack, Roasted Chicken Entree, With Sustainable Salmon, and Tender Turkey Entree, 2.6 oz. Twin-Pack Trays (24 Count, 48 Servings)", "asin": "B072DTFZHL", "price": "$23.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Kitten Wet Cat Food Pate Chicken Entree and Salmon Entree, 2.6 oz. Twin-Pack Trays (12 Count, 24 Servings) (Pack of 2)", "asin": "B0BLY12NPD", "price": "$27.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Vital Essentials Freeze Dried Raw Cat Food, Chicken Mini Patties Entree, 8 oz", "asin": "B0BXZXX43Q", "price": "$23.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Cat Chow Naturals With Added Vitamins, Minerals and Nutrients Dry Cat Food, Naturals Original - 13 lb. Bag", "asin": "B005FVLAKI", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Perfect Weight, Adult 1-6, Weight Management Support, Dry Cat Food, Chicken Recipe, 3 lb Bag", "asin": "B00HPZEMR0", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Gravy Wet Cat Food Variety Pack, Surfin\u2019 and Turfin\u2019 Prime Filets Favorites - (Pack of 40) 5.5 oz. Cans", "asin": "B0777J8V5J", "price": "$31.20", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$20.97", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Wet Cat Food, Chicken Minced, 5.5 oz Can, Case of 24", "asin": "B000KI70LY", "price": "$59.76", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Nutro Wholesome Essentials Indoor Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI3Q7M", "price": "$44.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Hairball Control Natural Dry Cat Food Farm-Raised Chicken & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42GG", "price": "$47.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Salmon - 7 lb. Bag", "asin": "B000R4H2MI", "price": "$15.79", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural, Low Fat, Weight Control, Indoor Dry Cat Food, +Plus Indoor Advantage - 3.5 lb. Bag", "asin": "B0018CLOY0", "price": "$9.78", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Dry Cat Food Gravy Swirl'd With Flavors of Chicken, Salmon and Gravy - 22 lb. Bag", "asin": "B07CWV479K", "price": "$21.28", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Gravy Lovers Poultry and Beef Grilled Gourmet Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B00JN9IWNG", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Tastefuls Flaked Wet Cat Food Variety Pack, Made with Natural Ingredients, Tuna, Chicken, Fish & Shrimp, 5.5-oz Cans (24 Count, 8 of Each)", "asin": "B09LPNMYBT", "price": "$34.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Gravy Wet Cat Food Variety Pack, Poultry Shreds, Meaty Bits and Prime Filets - (Pack of 32) 5.5 oz. Cans", "asin": "B00283MYSI", "price": "$23.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Wilderness Natural Kitten Dry Cat Food, with DHA and ARA to Support Brain and Eye Development, High-Protein and Grain-Free Diet, Chicken, 5-lb. Bag", "asin": "B0084FNPDC"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend with Real Salmon - 22 lb. Bag", "asin": "B075JNLTZD", "price": "$41.79", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Wilderness High Protein, Natural Adult Pate Wet Cat Food Variety Pack, Chicken, Salmon, Duck 3-oz Cans (12 Count- 4 of Each Flavor)", "asin": "B01N5WBM9T", "price": "$17.19", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Pate Wet Cat Food Variety Pack Seafood and Chicken Pate Favorites 40ct VP - (Pack of 40) 5.5 oz. Cans", "asin": "B0777NRJ2N", "price": "$29.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Variety Pack, Shreds With Beef, Turkey and Cheese Dinner, Chicken and Salmon Dinner, and With Ocean Whitefish and Tuna - (Pack of 40) 5.5 oz. Cans", "asin": "B07CX9STN3", "price": "$29.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Variety Pack, Oceans of Delight Flaked and Prime Filets - (Pack of 40) 5.5 oz. Cans", "asin": "B07K9CCRW2", "price": "$29.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Sensitive Stomach, Sensitive Skin, Natural Dry Cat Food, +Plus Sensitive Skin and Stomach Formula - 7 lb. Bag", "asin": "B0002MLAEQ", "price": "$16.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Salmon - 16 lb. Bag", "asin": "B0000AH3RR", "price": "$32.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Wilderness Natural Adult Dry Cat Food, High-Protein and Grain-Free Diet, Supports Healthy Muscle Development and a Healthy Immune System, Chicken, 12-lb. Bag", "asin": "B002UT92EY", "price": "$46.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Pate Wet Cat Food Variety Pack, Savory Centers Pate With a Gravy Center - (2 Packs of 12) 3 oz. Pull-Top Cans", "asin": "B07QC8CBRY", "price": "$31.68", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Pat\u00e9 in Gravy Wet Cat Food Variety Pack, Surf n\u2019 Turf Pat\u00e9s 2.75 Ounce (Pack of 12)", "asin": "B0CQ8PM673", "price": "$7.89", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Pate Variety Pack Salmon Dinner, Turkey and Giblets Dinner and Mixed Grill - (2 Packs of 12) 5.5 oz. Cans", "asin": "B002CJARMI", "price": "$16.66", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Dry Cat Food, Seafood Sensations - 22 lb. Bag", "asin": "B00HN089EO", "price": "$19.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Tiki Cat Aloha Friends Variety Pack, Seafood Flavors with Pumpkin, Wet, High-Protein & High-Moisture Cat Food, For All Life Stages, 3 oz. Cans (Pack of 12)", "asin": "B01AUI8H60", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rachael Ray Nutrish Premium Natural Dry Cat Food, Real Salmon & Brown Rice Recipe, 6 Pounds (Packaging May Vary)", "asin": "B00I2KPO1U", "price": "$11.57", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "PURINA ONE Natural, Low Fat, Weight Control, Indoor Dry Cat Food, +Plus Indoor Advantage - 16 lb. Bag", "asin": "B000WFKTWM", "price": "$32.29", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Dry Cat Food with Savory Farm-Raised Chicken and Turkey - 3 lb. Bag", "asin": "B0010B3EWE", "price": "$8.83", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Tiki Cat Born Carnivore Indoor Health, Chicken & Turkey Meal, Grain-Free Baked Kibble to Maximize Nutrients, Dry Cat Food, 6 lbs. Bag", "asin": "B09BWRKGGB", "price": "$27.59", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Seafood Selects Wet Cat Food Variety Pack, 2.75 Ounce Cups (Pack of 24)", "asin": "B007TFO280", "price": "$14.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Extra Gravy Wet Cat Food Chunky 24ct Variety Pack (With Chicken, Turkey, Salmon, Beef) - (Pack of 24) 5.5 oz. Cans", "asin": "B07D1HRQNK", "price": "$18.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Adult 1-6, Adult 1-6 Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B009B87SAC", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "9Lives Indoor Complete Dry Cat Food, 20 lb. Bag", "asin": "B06Y1145T9", "price": "$18.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Poultry and Beef Feast Classic Pate Collection Grain Free Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B01ALT2IRM", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Tastefuls Adult Dry Cat Food Sensitive Stomach Formula, Made in the USA with Natural Ingredients, Chicken Recipe, 7-lb. Bag", "asin": "B008EXER7M", "price": "$28.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Vital Essentials Freeze Dried Raw Cat Treats, Minnows Treats, 0.5 oz", "asin": "B0BWBK16NH", "price": "$7.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Gems Pate Cat Food Mousse With Tuna and a Halo of Savory Gravy Cat Food - (Pack of 8) 4 oz. Boxes", "asin": "B0C5B3BTVY", "price": "$15.76", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rachael Ray Nutrish Indoor Complete Premium Natural Dry Cat Food, Chicken with Lentils & Salmon Recipe, 14 Pounds (Packaging May Vary) (1826690300)", "asin": "B06WLH71PS", "price": "$23.46", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Chicken - 7 lb. Bag", "asin": "B0000AH3RM", "price": "$17.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MA3AW0", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"}]
  <|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": "2025-04-16T23:17:22.808Z", // 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": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
  {"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:55.805Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:56:56.944Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
  {"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
  {"timestamp": "2025-04-16T20:59:52.318Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T21:00:54.606Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:01:27.928Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:01:33.076Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
  {"timestamp": "2025-04-16T21:02:04.677Z", "action": "click_product", "action_argument": "B01K2BOUN4"}
  {"timestamp": "2025-04-16T21:02:08.766Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:02:09.649Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:02:20.636Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
  {"timestamp": "2025-04-16T21:02:49.679Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:51.298Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:53.407Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:54.542Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:56.638Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:57.664Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:00.434Z", "action": "click", "action_argument": "review"}
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  {"title": "Purina Fancy Feast Dry Cat Food with Savory Farm-Raised Chicken and Turkey - 3 lb. Bag", "asin": "B0010B3EWE", "price": "$8.83", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Tiki Cat Born Carnivore Indoor Health, Chicken & Turkey Meal, Grain-Free Baked Kibble to Maximize Nutrients, Dry Cat Food, 6 lbs. Bag", "asin": "B09BWRKGGB", "price": "$27.59", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Seafood Selects Wet Cat Food Variety Pack, 2.75 Ounce Cups (Pack of 24)", "asin": "B007TFO280", "price": "$14.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Extra Gravy Wet Cat Food Chunky 24ct Variety Pack (With Chicken, Turkey, Salmon, Beef) - (Pack of 24) 5.5 oz. Cans", "asin": "B07D1HRQNK", "price": "$18.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Adult 1-6, Adult 1-6 Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B009B87SAC", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "9Lives Indoor Complete Dry Cat Food, 20 lb. Bag", "asin": "B06Y1145T9", "price": "$18.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Poultry and Beef Feast Classic Pate Collection Grain Free Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B01ALT2IRM", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Tastefuls Adult Dry Cat Food Sensitive Stomach Formula, Made in the USA with Natural Ingredients, Chicken Recipe, 7-lb. Bag", "asin": "B008EXER7M", "price": "$28.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Vital Essentials Freeze Dried Raw Cat Treats, Minnows Treats, 0.5 oz", "asin": "B0BWBK16NH", "price": "$7.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Gems Pate Cat Food Mousse With Tuna and a Halo of Savory Gravy Cat Food - (Pack of 8) 4 oz. Boxes", "asin": "B0C5B3BTVY", "price": "$15.76", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rachael Ray Nutrish Indoor Complete Premium Natural Dry Cat Food, Chicken with Lentils & Salmon Recipe, 14 Pounds (Packaging May Vary) (1826690300)", "asin": "B06WLH71PS", "price": "$23.46", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Chicken - 7 lb. Bag", "asin": "B0000AH3RM", "price": "$17.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MA3AW0", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"}]
  <|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": "2025-04-16T23:17:22.808Z", // 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": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
  {"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
  {"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T20:56:55.805Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:56:56.944Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
  {"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
  {"timestamp": "2025-04-16T20:59:52.318Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T21:00:54.606Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:01:27.928Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:01:33.076Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
  {"timestamp": "2025-04-16T21:02:04.677Z", "action": "click_product", "action_argument": "B01K2BOUN4"}
  {"timestamp": "2025-04-16T21:02:08.766Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:02:09.649Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:02:20.636Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
  {"timestamp": "2025-04-16T21:02:49.679Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:51.298Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:53.407Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:54.542Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:56.638Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:02:57.664Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:00.434Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:03.032Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:04.996Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:06.115Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:06.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:09.280Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:10.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:11.528Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:12.264Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:12.938Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:13.915Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:14.659Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:15.372Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:16.181Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:19.035Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:25.713Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:26.616Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:03:35.541Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:03:49.782Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:03:54.875Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:04:00.004Z", "action": "purchase", "action_argument": "B0DSVNNCVD"}
  {"timestamp": "2025-04-16T21:04:46.556Z", "action": "click_product", "action_argument": "B09654V9YX"}
  {"timestamp": "2025-04-16T21:05:23.313Z", "action": "click_product", "action_argument": "B07D6MY66N"}
  {"timestamp": "2025-04-16T21:05:50.364Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-16T21:06:41.217Z", "action": "click_product", "action_argument": "B0C2VB8HWF"}
  {"timestamp": "2025-04-16T21:06:49.027Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T21:06:54.108Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T21:07:22.247Z", "action": "click_product", "action_argument": "B08NVF8VWK"}
  {"timestamp": "2025-04-16T21:07:43.923Z", "action": "click_product", "action_argument": "B0BT9K54D6"}
  {"timestamp": "2025-04-16T21:07:57.466Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:10.250Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:14.450Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:17.717Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:21.417Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:08:26.228Z", "action": "purchase", "action_argument": "B0BT9K54D6"}
  {"timestamp": "2025-04-16T21:08:46.548Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-16T21:24:34.759Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:24:40.860Z", "action": "click_product", "action_argument": "B0BT9K54D6"}
  {"timestamp": "2025-04-16T21:24:43.642Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:46.214Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:48.117Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:57.342Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:24:59.250Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:25:16.703Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:25:28.561Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T21:25:30.978Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:25:43.677Z", "action": "click_product", "action_argument": "B0D418HHPL"}
  {"timestamp": "2025-04-16T21:26:03.376Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:26:19.610Z", "action": "click_product", "action_argument": "B09DLF695Y"}
  {"timestamp": "2025-04-16T21:26:24.294Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:26:44.944Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:47.000Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:47.918Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:48.499Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:49.687Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:50.603Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:51.583Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:52.852Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:53.509Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:54.796Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:55.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:56.136Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:56.834Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:57.728Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:58.653Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:26:59.458Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:27:04.333Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:27:05.745Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:27:17.180Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T21:27:21.089Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:27:25.313Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:27:31.480Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:27:34.885Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:28:04.909Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:28:16.789Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-16T21:28:56.340Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T21:28:58.072Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:29:06.282Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
  {"timestamp": "2025-04-16T21:29:12.964Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-16T21:30:07.424Z", "action": "purchase", "action_argument": "B0BT9K54D6, B0DH7PNPPM, B0D418HHPL"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T23:17:14.698Z", "action": "input", "action_argument": "prime cat food"}
  <|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": "prime cat food"}],
  "promotion_items": [{"title": "Nutro Wholesome Essentials Indoor Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI3Q7M", "price": "$44.98", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Natural Dry Cat Food Salmon & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42EI", "price": "$44.98", "quantity": ""},
  {"title": "ACANA Highest Protein Grasslands Grain-Free Dry Cat Food, Duck, Free-Run Chicken and Eggs Cat Food Recipe, 4lb", "asin": "B086TW5KF8", "price": "$30.99", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Adult Dry Cat Food, Chicken & Brown Rice Recipe, 3 lbs.", "asin": "B07QY54133", "price": "$17.98", "quantity": ""},
  {"title": "Dr. Elsey's Cleanprotein Salmon Formula Dry Cat Food, 6.6 Lb", "asin": "B07FCP8TQM", "price": "$51.79", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Hairball Control Natural Dry Cat Food Farm-Raised Chicken & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42GG", "price": "$47.99", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Natural Dry Cat Food Salmon & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42EI", "price": "$44.98", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Indoor Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI3Q7M", "price": "$44.98", "quantity": ""},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Hairball Control Natural Dry Cat Food Farm-Raised Chicken & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42GG", "price": "$47.99", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Senior Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI46W6", "price": "$44.98", "quantity": ""},
  {"title": "Dr. Elsey's Cleanprotein Salmon Formula Dry Cat Food, 6.6 Lb", "asin": "B07FCP8TQM", "price": "$51.79", "quantity": ""},
  {"title": "Nutro Wholesome Essentials Adult Dry Cat Food, Chicken & Brown Rice Recipe, 3 lbs.", "asin": "B07QY54133", "price": "$17.98", "quantity": ""}],
  "search_results": [{"title": "Hill's Science Diet Adult 1-6, Adult 1-6 Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B009B87SAC", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Kitten, Kitten Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MW77W2", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MA3AW0", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Urinary Hairball Control, Adult 1-6, Urinary Track Health & Hairball Control Support, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B00ZQYGSU6", "price": "$38.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Gems Pate Cat Food Mousse With Tuna and a Halo of Savory Gravy Cat Food - (Pack of 8) 4 oz. Boxes", "asin": "B0C5B3BTVY", "price": "$15.76", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Original Choice Dry Cat Food, 6.3 Pound Bag", "asin": "B007JXVR76", "price": "$8.49", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "IAMS PROACTIVE HEALTH Adult Indoor Weight Control & Hairball Care Dry Cat Food with Chicken & Turkey Cat Kibble, 7 lb. Bag", "asin": "B01BKYFR7K", "price": "$16.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Variety Pack, Tasty Treasures Prime Filets (With Ocean Fish and Tuna, With Chicken and With Turkey) - (Pack of 12) 5.5 oz. Cans", "asin": "B006FTJ0NI", "price": "$8.33", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Cat Chow Hairball, Healthy Weight, Indoor, Natural Dry Cat Food, Naturals Indoor - 13 lb. Bag", "asin": "B01H3OA7KI", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Wet Cat Food Pate With Sustainable Salmon, Signature Seafood Entree, and Tender White Fish and Tuna Entree Variety Pack, 2.6 oz. Twin Pack Trays (24 Count, 48 Servings)", "asin": "B075QK5SP2", "price": "$23.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Whole Paws, Grain-Free Dry Cat Food, Chicken & Pea Recipe, Enhanced with Fiber & Prebiotics, 3.5 lb", "asin": "B07PS4GLK1", "price": "$14.29", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Natural Dry Cat Food Salmon & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42EI", "price": "$44.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Dr. Elsey's Cleanprotein Salmon Formula Dry Cat Food, 6.6 Lb", "asin": "B07FCP8TQM", "price": "$51.79", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Wet Cat Food Pate, Savory Chicken Entree, Roasted Turkey Entree, and Tender Beef Entree Variety Pack, 2.6 oz. Twin Pack Trays (24 Count, 48 Servings)", "asin": "B0727N2XG7", "price": "$25.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Gravy Lovers Poultry and Beef Grilled Gourmet Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B005OB3E30", "price": "$20.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Dry Cat Food Gravy Swirl'd With Flavors of Chicken, Salmon and Gravy - 3.15 lb. Bag", "asin": "B0727R5C5Q", "price": "$4.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Wet Cat Food Cuts in Gravy Variety Pack, Roasted Chicken Entree, With Sustainable Salmon, and Tender Turkey Entree, 2.6 oz. Twin-Pack Trays (24 Count, 48 Servings)", "asin": "B072DTFZHL", "price": "$23.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Seafood Classic Pate Collection Grain Free Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B00JT3TP1O", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "ACANA Highest Protein Grasslands Grain-Free Dry Cat Food, Duck, Free-Run Chicken and Eggs Cat Food Recipe, 4lb", "asin": "B086TW5KF8", "price": "$30.99", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Sheba Perfect Portions Wet Cat Food Cuts in Gravy Variety Pack, Roasted Chicken Entree, With Sustainable Salmon, and Tender Turkey Entree, 2.6 oz. Twin-Pack Trays (24 Count, 48 Servings)", "asin": "B072DTFZHL", "price": "$23.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Sheba Perfect Portions Kitten Wet Cat Food Pate Chicken Entree and Salmon Entree, 2.6 oz. Twin-Pack Trays (12 Count, 24 Servings) (Pack of 2)", "asin": "B0BLY12NPD", "price": "$27.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Vital Essentials Freeze Dried Raw Cat Food, Chicken Mini Patties Entree, 8 oz", "asin": "B0BXZXX43Q", "price": "$23.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Cat Chow Naturals With Added Vitamins, Minerals and Nutrients Dry Cat Food, Naturals Original - 13 lb. Bag", "asin": "B005FVLAKI", "price": "$18.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Perfect Weight, Adult 1-6, Weight Management Support, Dry Cat Food, Chicken Recipe, 3 lb Bag", "asin": "B00HPZEMR0", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Gravy Wet Cat Food Variety Pack, Surfin\u2019 and Turfin\u2019 Prime Filets Favorites - (Pack of 40) 5.5 oz. Cans", "asin": "B0777J8V5J", "price": "$31.20", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$20.97", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Wet Cat Food, Chicken Minced, 5.5 oz Can, Case of 24", "asin": "B000KI70LY", "price": "$59.76", "delivery": "FREE delivery Sat, Apr 19"},
  {"title": "Nutro Wholesome Essentials Indoor Dry Cat Food, Chicken & Brown Rice Recipe, 14 lbs.", "asin": "B00TZI3Q7M", "price": "$44.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "NUTRO WHOLESOME ESSENTIALS Adult Hairball Control Natural Dry Cat Food Farm-Raised Chicken & Brown Rice Recipe, 14 lb. Bag", "asin": "B00TZI42GG", "price": "$47.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Salmon - 7 lb. Bag", "asin": "B000R4H2MI", "price": "$15.79", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural, Low Fat, Weight Control, Indoor Dry Cat Food, +Plus Indoor Advantage - 3.5 lb. Bag", "asin": "B0018CLOY0", "price": "$9.78", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Dry Cat Food Gravy Swirl'd With Flavors of Chicken, Salmon and Gravy - 22 lb. Bag", "asin": "B07CWV479K", "price": "$21.28", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Gravy Lovers Poultry and Beef Grilled Gourmet Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B00JN9IWNG", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Tastefuls Flaked Wet Cat Food Variety Pack, Made with Natural Ingredients, Tuna, Chicken, Fish & Shrimp, 5.5-oz Cans (24 Count, 8 of Each)", "asin": "B09LPNMYBT", "price": "$34.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Gravy Wet Cat Food Variety Pack, Poultry Shreds, Meaty Bits and Prime Filets - (Pack of 32) 5.5 oz. Cans", "asin": "B00283MYSI", "price": "$23.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Wilderness Natural Kitten Dry Cat Food, with DHA and ARA to Support Brain and Eye Development, High-Protein and Grain-Free Diet, Chicken, 5-lb. Bag", "asin": "B0084FNPDC"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend with Real Salmon - 22 lb. Bag", "asin": "B075JNLTZD", "price": "$41.79", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Wilderness High Protein, Natural Adult Pate Wet Cat Food Variety Pack, Chicken, Salmon, Duck 3-oz Cans (12 Count- 4 of Each Flavor)", "asin": "B01N5WBM9T", "price": "$17.19", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Pate Wet Cat Food Variety Pack Seafood and Chicken Pate Favorites 40ct VP - (Pack of 40) 5.5 oz. Cans", "asin": "B0777NRJ2N", "price": "$29.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Variety Pack, Shreds With Beef, Turkey and Cheese Dinner, Chicken and Salmon Dinner, and With Ocean Whitefish and Tuna - (Pack of 40) 5.5 oz. Cans", "asin": "B07CX9STN3", "price": "$29.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Variety Pack, Oceans of Delight Flaked and Prime Filets - (Pack of 40) 5.5 oz. Cans", "asin": "B07K9CCRW2", "price": "$29.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Sensitive Stomach, Sensitive Skin, Natural Dry Cat Food, +Plus Sensitive Skin and Stomach Formula - 7 lb. Bag", "asin": "B0002MLAEQ", "price": "$16.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Salmon - 16 lb. Bag", "asin": "B0000AH3RR", "price": "$32.97", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Wilderness Natural Adult Dry Cat Food, High-Protein and Grain-Free Diet, Supports Healthy Muscle Development and a Healthy Immune System, Chicken, 12-lb. Bag", "asin": "B002UT92EY", "price": "$46.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Pate Wet Cat Food Variety Pack, Savory Centers Pate With a Gravy Center - (2 Packs of 12) 3 oz. Pull-Top Cans", "asin": "B07QC8CBRY", "price": "$31.68", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Pat\u00e9 in Gravy Wet Cat Food Variety Pack, Surf n\u2019 Turf Pat\u00e9s 2.75 Ounce (Pack of 12)", "asin": "B0CQ8PM673", "price": "$7.89", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Wet Cat Food Pate Variety Pack Salmon Dinner, Turkey and Giblets Dinner and Mixed Grill - (2 Packs of 12) 5.5 oz. Cans", "asin": "B002CJARMI", "price": "$16.66", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Dry Cat Food, Seafood Sensations - 22 lb. Bag", "asin": "B00HN089EO", "price": "$19.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Tiki Cat Aloha Friends Variety Pack, Seafood Flavors with Pumpkin, Wet, High-Protein & High-Moisture Cat Food, For All Life Stages, 3 oz. Cans (Pack of 12)", "asin": "B01AUI8H60", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rachael Ray Nutrish Premium Natural Dry Cat Food, Real Salmon & Brown Rice Recipe, 6 Pounds (Packaging May Vary)", "asin": "B00I2KPO1U", "price": "$11.57", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "PURINA ONE Natural, Low Fat, Weight Control, Indoor Dry Cat Food, +Plus Indoor Advantage - 16 lb. Bag", "asin": "B000WFKTWM", "price": "$32.29", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Fancy Feast Dry Cat Food with Savory Farm-Raised Chicken and Turkey - 3 lb. Bag", "asin": "B0010B3EWE", "price": "$8.83", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Tiki Cat Born Carnivore Indoor Health, Chicken & Turkey Meal, Grain-Free Baked Kibble to Maximize Nutrients, Dry Cat Food, 6 lbs. Bag", "asin": "B09BWRKGGB", "price": "$27.59", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Meow Mix Seafood Selects Wet Cat Food Variety Pack, 2.75 Ounce Cups (Pack of 24)", "asin": "B007TFO280", "price": "$14.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina Friskies Extra Gravy Wet Cat Food Chunky 24ct Variety Pack (With Chicken, Turkey, Salmon, Beef) - (Pack of 24) 5.5 oz. Cans", "asin": "B07D1HRQNK", "price": "$18.38", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Adult 1-6, Adult 1-6 Premium Nutrition, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B009B87SAC", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "9Lives Indoor Complete Dry Cat Food, 20 lb. Bag", "asin": "B06Y1145T9", "price": "$18.96", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Poultry and Beef Feast Classic Pate Collection Grain Free Wet Cat Food Variety Pack - (Pack of 30) 3 oz. Cans", "asin": "B01ALT2IRM", "price": "$23.16", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Blue Buffalo Tastefuls Adult Dry Cat Food Sensitive Stomach Formula, Made in the USA with Natural Ingredients, Chicken Recipe, 7-lb. Bag", "asin": "B008EXER7M", "price": "$28.98", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Vital Essentials Freeze Dried Raw Cat Treats, Minnows Treats, 0.5 oz", "asin": "B0BWBK16NH", "price": "$7.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Fancy Feast Gems Pate Cat Food Mousse With Tuna and a Halo of Savory Gravy Cat Food - (Pack of 8) 4 oz. Boxes", "asin": "B0C5B3BTVY", "price": "$15.76", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Rachael Ray Nutrish Indoor Complete Premium Natural Dry Cat Food, Chicken with Lentils & Salmon Recipe, 14 Pounds (Packaging May Vary) (1826690300)", "asin": "B06WLH71PS", "price": "$23.46", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Purina ONE Natural Dry Cat Food, Tender Selects Blend With Real Chicken - 7 lb. Bag", "asin": "B0000AH3RM", "price": "$17.48", "delivery": " Two-Day FREE delivery Fri, Apr 18"},
  {"title": "Hill's Science Diet Indoor, Adult 1-6, Easy Litter Box Cleanup, Dry Cat Food, Chicken Recipe, 7 lb Bag", "asin": "B003MA3AW0", "price": "$34.99", "delivery": " Two-Day FREE delivery Fri, Apr 18"}]
  <|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": "2025-04-16T23:17:22.808Z", // 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>
  