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": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:15:15.031Z", "action": "purchase", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-11T03:55:26.969Z", "action": "input", "action_argument": "table"}
  {"timestamp": "2025-04-11T03:55:27.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:54.125Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:57.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:56:12.058Z", "action": "click_product", "action_argument": "B0BRVC7Y7W"}
  {"timestamp": "2025-04-11T04:02:31.199Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T04:02:31.268Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T05:06:35.159Z", "action": "input", "action_argument": "key "}
  {"timestamp": "2025-04-11T05:06:35.258Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-11T05:06:59.769Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T05:07:11.914Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
  {"timestamp": "2025-04-14T05:10:37.621Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:47.506Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:55.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:12:42.134Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:42.825Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:50.063Z", "action": "input", "action_argument": "vga to "}
  {"timestamp": "2025-04-14T05:12:50.144Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:14:43.724Z", "action": "click_product", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:16:22.264Z", "action": "purchase", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:20:35.488Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:20:59.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:22:42.859Z", "action": "input", "action_argument": "box"}
  {"timestamp": "2025-04-14T05:22:43.028Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:22:48.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:00.596Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:23:00.700Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:23:45.573Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:45.735Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:49.564Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:24:29.980Z", "action": "click_product", "action_argument": "B07RCNB2L3"}
  {"timestamp": "2025-04-14T05:25:20.526Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T05:26:04.314Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:26:05.596Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:25.871Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:26.495Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:07.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:08.794Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:10.730Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:11.833Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:13.107Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:23.848Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:24.478Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.152Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:29.422Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.064Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.066Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.714Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:32.270Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:33.410Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:52.700Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
  {"timestamp": "2025-04-14T06:16:38.110Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
  {"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  <|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": ""}],
  "cart_items": [{"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men", "asin": "B0C5SPSRNG", "price": "$15.99", "quantity": "1"},
  {"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.54", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$321.16", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "product_details": [{"asin": "B0C5SPSRNG"},
  {"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men"},
  {"price": "$15.99"},
  {"bullet_list": "Water-Proof Material: The Hoedia Drawstring Backpack is perfect for gym and swim enthusiasts as it is made of durable water-resistant oxford cloth, keeping your belongings safe and dry Dry/Wet Separation: Our gym bag is designed with multi-pocket. There have independent shoes compartment and wet proof inner pocket, which makes it convenient for gym-goers, swimmers, and anyone who needs to keep their gear separated and organized Upgraded Shoulder Straps: With specialized wider sports drawstring, this gym backpack provides ultimate comfort and support. It is very comfortable to carry even when fully loaded Large Capacity: The spacious space of this sports backpack ensures that you can carry training equipment, swim gear, beach items, all the essentials you need for workout. A basketball can be easily put in this bag without worrying about running out of space Stylish Design: This gym bag is not only practical, but also stylish. It a perfect accessory for men and women who want to stay fit and fashionable"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Black"},
  {"Size": "Large"}],
  "promotion_items": [{"title": "Vorspack Drawstring Backpack Water Resistant String Bag Sports Gym Sack with Side Pocket for Men Women", "asin": "B083FMZGBD", "price": "$12.91", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Sports Gym Bag With Shoe Compartment and Two Water Bottle Holder \u2026", "asin": "B088R5X5TR", "price": "$16.99", "quantity": ""},
  {"title": "Drawstring Backpack with Wet Pocket & Shoe Compartment, Water-Resistant Sports Gym ...", "asin": "B0CCHB5MP3", "price": "$11.99", "quantity": ""},
  {"title": "PinCute Drawstring Gym Bag for Men/Women - Mesh Beach Swim Bags Sports Backpack with Wet Pocket&Shoe Compartment, Lightweight", "asin": "B0CYSR6VHW", "price": "$15.98", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Sports Drawstring Backpack, Gym Bag with Water Bottle Holder Pockets, Shoe Compartm...", "asin": "B0CLRWQRZZ", "price": "$13.99", "quantity": ""},
  {"title": "Gym Bag for Men & Women with Shoe & Wet Compartment - Duffle Bag for Travel, Sports...", "asin": "B07P8R34H7", "price": "$34.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Pletpet Sports Drawstring Backpack, Gym Bag with Water Bottle Holder Pockets, Shoe Compartment, Waterproof Pocket, Drawstring Bag for Women Men, Black", "asin": "B0CLRWQRZZ", "price": "$13.99", "quantity": ""},
  {"title": "Fitgriff\u00ae Gym Bag for Men & Women with Shoe & Wet Compartment - Duffle Bag for Travel, Sports, Fitness & Workout", "asin": "B07P8R34H7", "price": "$34.99", "quantity": ""},
  {"title": "BAVELOE Drawstring Backpack with Wet Pocket & Shoe Compartment, Water-Resistant Sports Gym Swim String Bag for Women Men(Black)", "asin": "B0DQ8MSFQ8", "price": "$15.99", "quantity": ""},
  {"title": "Vorspack Drawstring Backpack Water Resistant String Bag Sports Gym Sack with Side Pocket for Men Women", "asin": "B083FMZGBD", "price": "$12.91", "quantity": ""},
  {"title": "PinCute Drawstring Gym Bag for Men/Women - Mesh Beach Swim Bags Sports Backpack with Wet Pocket&Shoe Compartment, Lightweight", "asin": "B0CYSR6VHW", "price": "$15.98", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Sports Gym Bag With Shoe Compartment and Two Water Bottle Holder \u2026", "asin": "B088R5X5TR", "price": "$16.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Kinglaman 4 Pack Mens 2 in 1 Running Workout Shorts with Liner,Gym Athletic Quick Dry Sport Shorts with Pockets", "asin": "/promo/A2SXLQAE5ZEY8T", "price": "$39.99", "quantity": ""},
  {"title": "Under Armour Squeeze Water Bottles, 32 oz Water Bottles, Sideline Sports Water Bottle with Quick-Shot Lid, Quick & Easy Hydration, Gym Water Bottles, Squeeze Bottle, 1 32oz Bottle", "asin": "B08TQ8B1KH", "price": "$9.00", "quantity": ""},
  {"title": "S&T INC. Microfiber Sweat Towel for Gym, Yoga Towel for Home Gym, Workout Towels for Gym Bag, 16 Inch x 27 Inch, 6 Pack", "asin": "B09MZJPS6T", "price": "$19.79", "quantity": ""},
  {"title": "VELOMIX -2 Pack- 28 oz Protein Shaker Bottles for Protein Mixes - 2x Wire Whisk | Leak Proof Shaker Cups for Protein Shakes | Protein Shaker Bottle Pack | Shakers for Protein Shakes-Black&Transparent", "asin": "B0CXPWMSX6", "price": "$9.99", "quantity": ""},
  {"title": "BRONAX Pillow Slippers for Women and Men | House Slides Shower Sandals | Cushioned Thick Sole", "asin": "B092QWYYQ9", "price": "$23.99", "quantity": ""},
  {"title": "Sahara Sailor Water Bottle 32oz, Durable and Leakproof Water Bottles Motivational with Time Marker, Tritan, BPA Free, Wide Mouth with Easy Clean Brush for Gym, Travel, Home, School, Office (1 Bottle)", "asin": "B09FPXGLGF", "price": "$9.99", "quantity": ""}]
  <|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": "2025-04-16T17:45:45.530Z", // 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": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:15:15.031Z", "action": "purchase", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-11T03:55:26.969Z", "action": "input", "action_argument": "table"}
  {"timestamp": "2025-04-11T03:55:27.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:54.125Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:57.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:56:12.058Z", "action": "click_product", "action_argument": "B0BRVC7Y7W"}
  {"timestamp": "2025-04-11T04:02:31.199Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T04:02:31.268Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T05:06:35.159Z", "action": "input", "action_argument": "key "}
  {"timestamp": "2025-04-11T05:06:35.258Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-11T05:06:59.769Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T05:07:11.914Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
  {"timestamp": "2025-04-14T05:10:37.621Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:47.506Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:55.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:12:42.134Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:42.825Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:50.063Z", "action": "input", "action_argument": "vga to "}
  {"timestamp": "2025-04-14T05:12:50.144Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:14:43.724Z", "action": "click_product", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:16:22.264Z", "action": "purchase", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:20:35.488Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:20:59.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:22:42.859Z", "action": "input", "action_argument": "box"}
  {"timestamp": "2025-04-14T05:22:43.028Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:22:48.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:00.596Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:23:00.700Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:23:45.573Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:45.735Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:49.564Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:24:29.980Z", "action": "click_product", "action_argument": "B07RCNB2L3"}
  {"timestamp": "2025-04-14T05:25:20.526Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T05:26:04.314Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:26:05.596Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:25.871Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:26.495Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:07.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:08.794Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:10.730Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:11.833Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:13.107Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:23.848Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:24.478Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.152Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:29.422Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.064Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.066Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.714Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:32.270Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:33.410Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:52.700Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
  {"timestamp": "2025-04-14T06:16:38.110Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
  {"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  <|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": ""}],
  "cart_items": [{"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men", "asin": "B0C5SPSRNG", "price": "$15.99", "quantity": "1"},
  {"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.54", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$321.16", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "product_details": [{"asin": "B0C5SPSRNG"},
  {"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men"},
  {"price": "$15.99"},
  {"bullet_list": "Water-Proof Material: The Hoedia Drawstring Backpack is perfect for gym and swim enthusiasts as it is made of durable water-resistant oxford cloth, keeping your belongings safe and dry Dry/Wet Separation: Our gym bag is designed with multi-pocket. There have independent shoes compartment and wet proof inner pocket, which makes it convenient for gym-goers, swimmers, and anyone who needs to keep their gear separated and organized Upgraded Shoulder Straps: With specialized wider sports drawstring, this gym backpack provides ultimate comfort and support. It is very comfortable to carry even when fully loaded Large Capacity: The spacious space of this sports backpack ensures that you can carry training equipment, swim gear, beach items, all the essentials you need for workout. A basketball can be easily put in this bag without worrying about running out of space Stylish Design: This gym bag is not only practical, but also stylish. It a perfect accessory for men and women who want to stay fit and fashionable"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Black"},
  {"Size": "Large"}],
  "promotion_items": [{"title": "Vorspack Drawstring Backpack Water Resistant String Bag Sports Gym Sack with Side Pocket for Men Women", "asin": "B083FMZGBD", "price": "$12.91", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Sports Gym Bag With Shoe Compartment and Two Water Bottle Holder \u2026", "asin": "B088R5X5TR", "price": "$16.99", "quantity": ""},
  {"title": "Drawstring Backpack with Wet Pocket & Shoe Compartment, Water-Resistant Sports Gym ...", "asin": "B0CCHB5MP3", "price": "$11.99", "quantity": ""},
  {"title": "PinCute Drawstring Gym Bag for Men/Women - Mesh Beach Swim Bags Sports Backpack with Wet Pocket&Shoe Compartment, Lightweight", "asin": "B0CYSR6VHW", "price": "$15.98", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Sports Drawstring Backpack, Gym Bag with Water Bottle Holder Pockets, Shoe Compartm...", "asin": "B0CLRWQRZZ", "price": "$13.99", "quantity": ""},
  {"title": "Gym Bag for Men & Women with Shoe & Wet Compartment - Duffle Bag for Travel, Sports...", "asin": "B07P8R34H7", "price": "$34.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Pletpet Sports Drawstring Backpack, Gym Bag with Water Bottle Holder Pockets, Shoe Compartment, Waterproof Pocket, Drawstring Bag for Women Men, Black", "asin": "B0CLRWQRZZ", "price": "$13.99", "quantity": ""},
  {"title": "Fitgriff\u00ae Gym Bag for Men & Women with Shoe & Wet Compartment - Duffle Bag for Travel, Sports, Fitness & Workout", "asin": "B07P8R34H7", "price": "$34.99", "quantity": ""},
  {"title": "BAVELOE Drawstring Backpack with Wet Pocket & Shoe Compartment, Water-Resistant Sports Gym Swim String Bag for Women Men(Black)", "asin": "B0DQ8MSFQ8", "price": "$15.99", "quantity": ""},
  {"title": "Vorspack Drawstring Backpack Water Resistant String Bag Sports Gym Sack with Side Pocket for Men Women", "asin": "B083FMZGBD", "price": "$12.91", "quantity": ""},
  {"title": "PinCute Drawstring Gym Bag for Men/Women - Mesh Beach Swim Bags Sports Backpack with Wet Pocket&Shoe Compartment, Lightweight", "asin": "B0CYSR6VHW", "price": "$15.98", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Sports Gym Bag With Shoe Compartment and Two Water Bottle Holder \u2026", "asin": "B088R5X5TR", "price": "$16.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Kinglaman 4 Pack Mens 2 in 1 Running Workout Shorts with Liner,Gym Athletic Quick Dry Sport Shorts with Pockets", "asin": "/promo/A2SXLQAE5ZEY8T", "price": "$39.99", "quantity": ""},
  {"title": "Under Armour Squeeze Water Bottles, 32 oz Water Bottles, Sideline Sports Water Bottle with Quick-Shot Lid, Quick & Easy Hydration, Gym Water Bottles, Squeeze Bottle, 1 32oz Bottle", "asin": "B08TQ8B1KH", "price": "$9.00", "quantity": ""},
  {"title": "S&T INC. Microfiber Sweat Towel for Gym, Yoga Towel for Home Gym, Workout Towels for Gym Bag, 16 Inch x 27 Inch, 6 Pack", "asin": "B09MZJPS6T", "price": "$19.79", "quantity": ""},
  {"title": "VELOMIX -2 Pack- 28 oz Protein Shaker Bottles for Protein Mixes - 2x Wire Whisk | Leak Proof Shaker Cups for Protein Shakes | Protein Shaker Bottle Pack | Shakers for Protein Shakes-Black&Transparent", "asin": "B0CXPWMSX6", "price": "$9.99", "quantity": ""},
  {"title": "BRONAX Pillow Slippers for Women and Men | House Slides Shower Sandals | Cushioned Thick Sole", "asin": "B092QWYYQ9", "price": "$23.99", "quantity": ""},
  {"title": "Sahara Sailor Water Bottle 32oz, Durable and Leakproof Water Bottles Motivational with Time Marker, Tritan, BPA Free, Wide Mouth with Easy Clean Brush for Gym, Travel, Home, School, Office (1 Bottle)", "asin": "B09FPXGLGF", "price": "$9.99", "quantity": ""}]
  <|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": "2025-04-16T17:45:45.530Z", // 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": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:15:15.031Z", "action": "purchase", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-11T03:55:26.969Z", "action": "input", "action_argument": "table"}
  {"timestamp": "2025-04-11T03:55:27.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:54.125Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:55:57.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T03:56:12.058Z", "action": "click_product", "action_argument": "B0BRVC7Y7W"}
  {"timestamp": "2025-04-11T04:02:31.199Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T04:02:31.268Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-11T05:06:35.159Z", "action": "input", "action_argument": "key "}
  {"timestamp": "2025-04-11T05:06:35.258Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-11T05:06:59.769Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-11T05:07:11.914Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:04:57.747Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T05:08:52.892Z", "action": "input", "action_argument": "charger station"}
  {"timestamp": "2025-04-14T05:10:37.621Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:47.506Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:10:55.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:37.584Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:12:42.134Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:42.825Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:12:50.063Z", "action": "input", "action_argument": "vga to "}
  {"timestamp": "2025-04-14T05:12:50.144Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:14:43.724Z", "action": "click_product", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:16:22.264Z", "action": "purchase", "action_argument": "B0898C42NW"}
  {"timestamp": "2025-04-14T05:20:35.488Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:20:59.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:22:42.859Z", "action": "input", "action_argument": "box"}
  {"timestamp": "2025-04-14T05:22:43.028Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:22:48.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:00.596Z", "action": "input", "action_argument": "plug box"}
  {"timestamp": "2025-04-14T05:23:00.700Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-14T05:23:45.573Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:45.735Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:23:49.564Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T05:24:29.980Z", "action": "click_product", "action_argument": "B07RCNB2L3"}
  {"timestamp": "2025-04-14T05:25:20.526Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T05:26:04.314Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:26:05.596Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:25.871Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:27:26.495Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:07.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:08.794Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:10.730Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:11.833Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:13.107Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:23.848Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:24.478Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.152Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:25.797Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:29.422Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.064Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:30.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.066Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:31.714Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:32.270Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:33.410Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-14T05:28:52.700Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-14T06:16:36.444Z", "action": "input", "action_argument": "dolly"}
  {"timestamp": "2025-04-14T06:16:38.110Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:30:29.316Z", "action": "input", "action_argument": "swimming bag"}
  {"timestamp": "2025-04-15T18:30:29.509Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:32:14.836Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-15T18:32:52.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-15T18:33:00.598Z", "action": "purchase", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T04:37:20.701Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T04:37:25.675Z", "action": "click", "action_argument": "other"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  <|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": ""}],
  "cart_items": [{"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men", "asin": "B0C5SPSRNG", "price": "$15.99", "quantity": "1"},
  {"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.54", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$321.16", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "product_details": [{"asin": "B0C5SPSRNG"},
  {"title": "Hoedia Sports Drawstring Backpack - String Swim Gym Bag with Shoes Compartment and Wet Proof Pocket for Women&Men"},
  {"price": "$15.99"},
  {"bullet_list": "Water-Proof Material: The Hoedia Drawstring Backpack is perfect for gym and swim enthusiasts as it is made of durable water-resistant oxford cloth, keeping your belongings safe and dry Dry/Wet Separation: Our gym bag is designed with multi-pocket. There have independent shoes compartment and wet proof inner pocket, which makes it convenient for gym-goers, swimmers, and anyone who needs to keep their gear separated and organized Upgraded Shoulder Straps: With specialized wider sports drawstring, this gym backpack provides ultimate comfort and support. It is very comfortable to carry even when fully loaded Large Capacity: The spacious space of this sports backpack ensures that you can carry training equipment, swim gear, beach items, all the essentials you need for workout. A basketball can be easily put in this bag without worrying about running out of space Stylish Design: This gym bag is not only practical, but also stylish. It a perfect accessory for men and women who want to stay fit and fashionable"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Black"},
  {"Size": "Large"}],
  "promotion_items": [{"title": "Vorspack Drawstring Backpack Water Resistant String Bag Sports Gym Sack with Side Pocket for Men Women", "asin": "B083FMZGBD", "price": "$12.91", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Sports Gym Bag With Shoe Compartment and Two Water Bottle Holder \u2026", "asin": "B088R5X5TR", "price": "$16.99", "quantity": ""},
  {"title": "Drawstring Backpack with Wet Pocket & Shoe Compartment, Water-Resistant Sports Gym ...", "asin": "B0CCHB5MP3", "price": "$11.99", "quantity": ""},
  {"title": "PinCute Drawstring Gym Bag for Men/Women - Mesh Beach Swim Bags Sports Backpack with Wet Pocket&Shoe Compartment, Lightweight", "asin": "B0CYSR6VHW", "price": "$15.98", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Sports Drawstring Backpack, Gym Bag with Water Bottle Holder Pockets, Shoe Compartm...", "asin": "B0CLRWQRZZ", "price": "$13.99", "quantity": ""},
  {"title": "Gym Bag for Men & Women with Shoe & Wet Compartment - Duffle Bag for Travel, Sports...", "asin": "B07P8R34H7", "price": "$34.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Pletpet Sports Drawstring Backpack, Gym Bag with Water Bottle Holder Pockets, Shoe Compartment, Waterproof Pocket, Drawstring Bag for Women Men, Black", "asin": "B0CLRWQRZZ", "price": "$13.99", "quantity": ""},
  {"title": "Fitgriff\u00ae Gym Bag for Men & Women with Shoe & Wet Compartment - Duffle Bag for Travel, Sports, Fitness & Workout", "asin": "B07P8R34H7", "price": "$34.99", "quantity": ""},
  {"title": "BAVELOE Drawstring Backpack with Wet Pocket & Shoe Compartment, Water-Resistant Sports Gym Swim String Bag for Women Men(Black)", "asin": "B0DQ8MSFQ8", "price": "$15.99", "quantity": ""},
  {"title": "Vorspack Drawstring Backpack Water Resistant String Bag Sports Gym Sack with Side Pocket for Men Women", "asin": "B083FMZGBD", "price": "$12.91", "quantity": ""},
  {"title": "PinCute Drawstring Gym Bag for Men/Women - Mesh Beach Swim Bags Sports Backpack with Wet Pocket&Shoe Compartment, Lightweight", "asin": "B0CYSR6VHW", "price": "$15.98", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Sports Gym Bag With Shoe Compartment and Two Water Bottle Holder \u2026", "asin": "B088R5X5TR", "price": "$16.99", "quantity": ""},
  {"title": "BeeGreen Drawstring Backpack Bag with Shoe Compartment, X-Large Black Gym Sports String Cinch Backpack", "asin": "B08N5SMMBQ", "price": "$18.99", "quantity": ""},
  {"title": "Kinglaman 4 Pack Mens 2 in 1 Running Workout Shorts with Liner,Gym Athletic Quick Dry Sport Shorts with Pockets", "asin": "/promo/A2SXLQAE5ZEY8T", "price": "$39.99", "quantity": ""},
  {"title": "Under Armour Squeeze Water Bottles, 32 oz Water Bottles, Sideline Sports Water Bottle with Quick-Shot Lid, Quick & Easy Hydration, Gym Water Bottles, Squeeze Bottle, 1 32oz Bottle", "asin": "B08TQ8B1KH", "price": "$9.00", "quantity": ""},
  {"title": "S&T INC. Microfiber Sweat Towel for Gym, Yoga Towel for Home Gym, Workout Towels for Gym Bag, 16 Inch x 27 Inch, 6 Pack", "asin": "B09MZJPS6T", "price": "$19.79", "quantity": ""},
  {"title": "VELOMIX -2 Pack- 28 oz Protein Shaker Bottles for Protein Mixes - 2x Wire Whisk | Leak Proof Shaker Cups for Protein Shakes | Protein Shaker Bottle Pack | Shakers for Protein Shakes-Black&Transparent", "asin": "B0CXPWMSX6", "price": "$9.99", "quantity": ""},
  {"title": "BRONAX Pillow Slippers for Women and Men | House Slides Shower Sandals | Cushioned Thick Sole", "asin": "B092QWYYQ9", "price": "$23.99", "quantity": ""},
  {"title": "Sahara Sailor Water Bottle 32oz, Durable and Leakproof Water Bottles Motivational with Time Marker, Tritan, BPA Free, Wide Mouth with Easy Clean Brush for Gym, Travel, Home, School, Office (1 Bottle)", "asin": "B09FPXGLGF", "price": "$9.99", "quantity": ""}]
  <|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": "2025-04-16T17:45:45.530Z", // 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>
  