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": "2025-04-09T20:39:19.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:22.339Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
  {"timestamp": "2025-04-09T20:39:46.299Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
  {"timestamp": "2025-04-09T20:40:37.053Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
  {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
  {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"}
  {"timestamp": "2025-04-12T01:07:24.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:07:25.115Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"}
  {"timestamp": "2025-04-12T01:07:29.951Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:09:31.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-12T17:22:04.530Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:22:04.911Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
  {"timestamp": "2025-04-12T17:23:49.425Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
  <|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": "sticky notes"}],
  "product_details": [{"asin": "B0BPJW13CM"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 3x3 in, 5 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (654R-5SSNRP)"},
  {"price": "$5.99"},
  {"bullet_list": "GET ORGANIZED: Each pack includes 5 pads of 3 in. x 3 in. notes, with 70 sheets per pad, great for your office, work area, or classroom EXPERIENCE THE POWER OF 2X STICKINESS: Post-it Super Sticky Notes offer twice the sticking power of basic sticky notes using 100% recycled paper, ensuring they stay put in your dorm or classroom VERSATILE AND ESSENTIAL: Post-it Super Sticky Lined Notes are the perfect solution for shopping lists, reminders, to-do lists, color-coding, labeling, family chore reminders, brainstorming, storyboarding, and quick notes VARIOUS SIZES AND SHAPES: Available in different sizes, with or without lines, to cater to your new years resolutions EYE-CATCHING COLORS: Vibrant and colorful reminders are more likely to grab attention and be noticed INTRODUCING THE WANDERLUST COLLECTION: Explore the dreamy vibes from the Wanderlust Pastels collection including Washed Denim, Fresh Mint, Orchid Frost, Pebble Gray, Pink Salt EXPLORE OUR COLLECTIONS: With 11 color collections, the Post-it Brand offers a wide range of options to suit every style and preference, whether at home, in school, or at the office"},
  {"bullet_list": "  TRUST THE ORIGNAL CREATOR: Made in the USA with globally sourced materials, the one and only Post-it Note was invented over 40 years ago by the Post-it Brand  SUSTAINABILITY: Post-it Super Sticky Notes can be recycled  "}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "product_options": [{"Color": "Wanderlust Pastels"}],
  "promotion_items": [{"title": "Sticky Notes 1.5x2 inch Bright Colors Self-Stick Pads 8 Pads/Pack 100 Sheets/Pad Total 800 Sheets", "asin": "B07V7JRKHY", "price": "$4.99", "quantity": ""},
  {"title": "Sticky Notes 8 Vintage Colors 3x3in, Self-Stick Notes Pads with Easy to Post for School, Home, Office, 8 Pads/Pack, 80 Sheets/Pad", "asin": "B0DDKYN99T", "price": "$6.99", "quantity": ""},
  {"title": "HQCME 16 Pack Sticky Notes 3x3 in Post, Pastel Colors Sticky Note Pads, Recyclable, Sticky Notes Bulk Easy to Post for Home, Office, Notebook", "asin": "B0D53JF7FZ", "price": "$7.99", "quantity": ""},
  {"title": "8 Pads Pop Up Sticky Notes 3x3 Refills Pastel Colors Self-Stick Notes Pads Super Adhesive Sticky Notes Great Value Pack", "asin": "B088R4WHHV", "price": "$6.99", "quantity": ""},
  {"title": "Sticky Notes 3x3 Inches, 8 Pads, 800 Sheets, 8 Color Sticky Note Pads, Premium Sticky Pads, Sticky Notes Bulk, Self-Stick Note Pads, 100 Sheets/pad", "asin": "B0CY1YZQS7", "price": "$5.99", "quantity": ""},
  {"title": "Post-it Notes, Heart Shape, Assorted Colors, 2.6x2.6 in, 2 Pads, 75 Sheets/Pad (7350-HRT)", "asin": "B001JTMJM8", "price": "$4.06", "quantity": ""},
  {"title": "Winner Aura Sticky Notes 3x5 inch Bright Colors Self-Stick Pads 8 Packs 400 Sheets", "asin": "B07V29XYWJ", "price": "$7.99", "quantity": ""},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 3 in. x 3 in., 24 Pads, 70 Sheets per Pad, Wanderlust Pastels, School Supplies and Office Products", "asin": "B0BPJZCMTC", "price": "$26.17", "quantity": ""},
  {"title": "Sticky Notes 3x3 Self-Stick Notes Bright Colors Sticky Notes 8 Pads 80 Sheet/Pad (Rose Red)", "asin": "B08H5BQQPT", "price": "$6.99", "quantity": ""},
  {"title": "Sticky Notes 3x3 Inches,Bright Colors Self-Stick Pads, Easy to Post for Home, Office, Notebook, 82 Sheets/pad", "asin": "B07WQ1VZKW", "price": "$8.99", "quantity": ""},
  {"title": "Redi-Tag Sticky Notes, Power Stick Notes, Adhesive Reminders, 3\" x 3\" Reusable Notes, Strong Adhesive Memos, Assorted Bright Colors, 8 Pack (1000975)", "asin": "B0D7DZ1LZ3", "price": "$8.43", "quantity": ""},
  {"title": "Post-it Notes, 4 in x 6 in, 5 Lined Sticky Note Pads, 100 Sheets per Pad, Beachside Caf\u00e9 Collection, School Supplies and Office Products", "asin": "B0006HVJ3O", "price": "$11.75", "quantity": ""},
  {"title": "30 Pads Sticky Notes 1.5x2 Self-Stick Notes 10 Bright Multi Colors Sticky Notes 60 Sheet/Pad", "asin": "B0892X9JM1", "price": "$7.19", "quantity": ""},
  {"title": "Post-it Super Sticky Notes Value Pack, 24 Pads, Convenient School Bus Carry and Storage Case, 2X The Sticking Power, 3x3 in, Bright Colors (Orange, Pink, Blue, Green, Yellow), Recyclable (654-24SSBUS)", "asin": "B07RK52772", "price": "$18.61", "quantity": ""},
  {"title": "Early Buy 6 Pads Lined Sticky Notes with Lines 4x6 Self-Stick Notes Bright Color Sticky Notes, 45 Sheets/Pad (Yellow)", "asin": "B09198PBW1", "price": "$7.99", "quantity": ""},
  {"title": "Sticky Notes, 12 Pads, 3x3 inches, Soft Pastel Self-Stick Note Pads, Perfect for Office, Study, and Daily Life Organization - Soft Pastel", "asin": "B0CMGJ6FRB", "price": "$5.99", "quantity": ""},
  {"title": "Bubble Sticky Notes 3x3 in, 8 Pads, Super Cute Bright Color Strong Adhesive Post, C...", "asin": "B0C89KP1LS", "price": "$6.88", "quantity": ""},
  {"title": "(16 Pack) Sticky Notes 3x3, Vintage Colors, Sticky Pads, Recyclable, Self-Stick Pads, Easy to Post for Home, Office, Notebook", "asin": "B0CWNBBD2W", "price": "$8.99", "quantity": ""},
  {"title": "(16 Pack) Sticky Notes 3x3, Self-Stick Pads Bright Colors Sticky Note, Recyclable, Easy to Post for Home, Office, Notebook", "asin": "B0CZ6S4T3K", "price": "$8.99", "quantity": ""},
  {"title": "Eastern Wolf Sticky Notes,8 Pads 3x3 Inch Removable Notes, Memo pads, 8 Bright Multi Colors Adhesive Notes, Self-Stick Notes, 85 Sheet/Pad", "asin": "B08H593JZG", "price": "$6.49", "quantity": ""},
  {"title": "Post-it Super Sticky Notes Teacher Pack, Assorted Colors, 3 in. x 3 in., 15 Pads/Pack, 45 Sheets/Pad (654-15SSBTS-SR)", "asin": "B0BT8CF59D", "price": "$14.69", "quantity": ""}],
  "comparison_items": [{"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 3x3 in, 5 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (654R-5SSNRP)", "asin": "B0BPJW13CM", "price": "$5.99"},
  {"title": "Post-it Super Sticky Recycled Notes, 3 x 3 in, 5 Pads, 2X The Sticking Power, Wanderlust Collection, Pastel Colors, 30% Recycled Paper (654-5SSNRP)", "asin": "B001UHOU08", "price": "$13.40"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 4x4 in, Lined, 3 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (675R-3SSNRP)", "asin": "B0BPJXDV8G", "price": "$5.68"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 3 in. x 3 in., 5 Pads, 70 Sheets per Pad, Oasis Collection, School Supplies and Office Products", "asin": "B0BPJYH7FS", "price": "$6.45"},
  {"title": "Post-it Super Sticky Notes, Assorted Bright Colors, 3x3 in, 15 Pads/Pack, 45 Sheets/Pad, 2X The Sticking Power, Recyclable, Multi-Color", "asin": "B08PW73XGF", "price": "$11.30"},
  {"title": "Sticky Notes 3x3 Inches Soft Pastel Self-Stick Note Pads for Office School and Home Organization 5 Pads 500 Sheets Vibrant and Versatile Notes", "asin": "B014T41DI0", "price": "$11.99"}]
  <|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": "2025-04-13T21:15:10.937Z", // 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": "2025-04-09T20:39:19.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:22.339Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
  {"timestamp": "2025-04-09T20:39:46.299Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
  {"timestamp": "2025-04-09T20:40:37.053Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
  {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
  {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"}
  {"timestamp": "2025-04-12T01:07:24.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:07:25.115Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"}
  {"timestamp": "2025-04-12T01:07:29.951Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:09:31.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-12T17:22:04.530Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:22:04.911Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
  {"timestamp": "2025-04-12T17:23:49.425Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
  <|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": "sticky notes"}],
  "product_details": [{"asin": "B0BPJW13CM"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 3x3 in, 5 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (654R-5SSNRP)"},
  {"price": "$5.99"},
  {"bullet_list": "GET ORGANIZED: Each pack includes 5 pads of 3 in. x 3 in. notes, with 70 sheets per pad, great for your office, work area, or classroom EXPERIENCE THE POWER OF 2X STICKINESS: Post-it Super Sticky Notes offer twice the sticking power of basic sticky notes using 100% recycled paper, ensuring they stay put in your dorm or classroom VERSATILE AND ESSENTIAL: Post-it Super Sticky Lined Notes are the perfect solution for shopping lists, reminders, to-do lists, color-coding, labeling, family chore reminders, brainstorming, storyboarding, and quick notes VARIOUS SIZES AND SHAPES: Available in different sizes, with or without lines, to cater to your new years resolutions EYE-CATCHING COLORS: Vibrant and colorful reminders are more likely to grab attention and be noticed INTRODUCING THE WANDERLUST COLLECTION: Explore the dreamy vibes from the Wanderlust Pastels collection including Washed Denim, Fresh Mint, Orchid Frost, Pebble Gray, Pink Salt EXPLORE OUR COLLECTIONS: With 11 color collections, the Post-it Brand offers a wide range of options to suit every style and preference, whether at home, in school, or at the office"},
  {"bullet_list": "  TRUST THE ORIGNAL CREATOR: Made in the USA with globally sourced materials, the one and only Post-it Note was invented over 40 years ago by the Post-it Brand  SUSTAINABILITY: Post-it Super Sticky Notes can be recycled  "}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "product_options": [{"Color": "Wanderlust Pastels"}],
  "promotion_items": [{"title": "Sticky Notes 1.5x2 inch Bright Colors Self-Stick Pads 8 Pads/Pack 100 Sheets/Pad Total 800 Sheets", "asin": "B07V7JRKHY", "price": "$4.99", "quantity": ""},
  {"title": "Sticky Notes 8 Vintage Colors 3x3in, Self-Stick Notes Pads with Easy to Post for School, Home, Office, 8 Pads/Pack, 80 Sheets/Pad", "asin": "B0DDKYN99T", "price": "$6.99", "quantity": ""},
  {"title": "HQCME 16 Pack Sticky Notes 3x3 in Post, Pastel Colors Sticky Note Pads, Recyclable, Sticky Notes Bulk Easy to Post for Home, Office, Notebook", "asin": "B0D53JF7FZ", "price": "$7.99", "quantity": ""},
  {"title": "8 Pads Pop Up Sticky Notes 3x3 Refills Pastel Colors Self-Stick Notes Pads Super Adhesive Sticky Notes Great Value Pack", "asin": "B088R4WHHV", "price": "$6.99", "quantity": ""},
  {"title": "Sticky Notes 3x3 Inches, 8 Pads, 800 Sheets, 8 Color Sticky Note Pads, Premium Sticky Pads, Sticky Notes Bulk, Self-Stick Note Pads, 100 Sheets/pad", "asin": "B0CY1YZQS7", "price": "$5.99", "quantity": ""},
  {"title": "Post-it Notes, Heart Shape, Assorted Colors, 2.6x2.6 in, 2 Pads, 75 Sheets/Pad (7350-HRT)", "asin": "B001JTMJM8", "price": "$4.06", "quantity": ""},
  {"title": "Winner Aura Sticky Notes 3x5 inch Bright Colors Self-Stick Pads 8 Packs 400 Sheets", "asin": "B07V29XYWJ", "price": "$7.99", "quantity": ""},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 3 in. x 3 in., 24 Pads, 70 Sheets per Pad, Wanderlust Pastels, School Supplies and Office Products", "asin": "B0BPJZCMTC", "price": "$26.17", "quantity": ""},
  {"title": "Sticky Notes 3x3 Self-Stick Notes Bright Colors Sticky Notes 8 Pads 80 Sheet/Pad (Rose Red)", "asin": "B08H5BQQPT", "price": "$6.99", "quantity": ""},
  {"title": "Sticky Notes 3x3 Inches,Bright Colors Self-Stick Pads, Easy to Post for Home, Office, Notebook, 82 Sheets/pad", "asin": "B07WQ1VZKW", "price": "$8.99", "quantity": ""},
  {"title": "Redi-Tag Sticky Notes, Power Stick Notes, Adhesive Reminders, 3\" x 3\" Reusable Notes, Strong Adhesive Memos, Assorted Bright Colors, 8 Pack (1000975)", "asin": "B0D7DZ1LZ3", "price": "$8.43", "quantity": ""},
  {"title": "Post-it Notes, 4 in x 6 in, 5 Lined Sticky Note Pads, 100 Sheets per Pad, Beachside Caf\u00e9 Collection, School Supplies and Office Products", "asin": "B0006HVJ3O", "price": "$11.75", "quantity": ""},
  {"title": "30 Pads Sticky Notes 1.5x2 Self-Stick Notes 10 Bright Multi Colors Sticky Notes 60 Sheet/Pad", "asin": "B0892X9JM1", "price": "$7.19", "quantity": ""},
  {"title": "Post-it Super Sticky Notes Value Pack, 24 Pads, Convenient School Bus Carry and Storage Case, 2X The Sticking Power, 3x3 in, Bright Colors (Orange, Pink, Blue, Green, Yellow), Recyclable (654-24SSBUS)", "asin": "B07RK52772", "price": "$18.61", "quantity": ""},
  {"title": "Early Buy 6 Pads Lined Sticky Notes with Lines 4x6 Self-Stick Notes Bright Color Sticky Notes, 45 Sheets/Pad (Yellow)", "asin": "B09198PBW1", "price": "$7.99", "quantity": ""},
  {"title": "Sticky Notes, 12 Pads, 3x3 inches, Soft Pastel Self-Stick Note Pads, Perfect for Office, Study, and Daily Life Organization - Soft Pastel", "asin": "B0CMGJ6FRB", "price": "$5.99", "quantity": ""},
  {"title": "Bubble Sticky Notes 3x3 in, 8 Pads, Super Cute Bright Color Strong Adhesive Post, C...", "asin": "B0C89KP1LS", "price": "$6.88", "quantity": ""},
  {"title": "(16 Pack) Sticky Notes 3x3, Vintage Colors, Sticky Pads, Recyclable, Self-Stick Pads, Easy to Post for Home, Office, Notebook", "asin": "B0CWNBBD2W", "price": "$8.99", "quantity": ""},
  {"title": "(16 Pack) Sticky Notes 3x3, Self-Stick Pads Bright Colors Sticky Note, Recyclable, Easy to Post for Home, Office, Notebook", "asin": "B0CZ6S4T3K", "price": "$8.99", "quantity": ""},
  {"title": "Eastern Wolf Sticky Notes,8 Pads 3x3 Inch Removable Notes, Memo pads, 8 Bright Multi Colors Adhesive Notes, Self-Stick Notes, 85 Sheet/Pad", "asin": "B08H593JZG", "price": "$6.49", "quantity": ""},
  {"title": "Post-it Super Sticky Notes Teacher Pack, Assorted Colors, 3 in. x 3 in., 15 Pads/Pack, 45 Sheets/Pad (654-15SSBTS-SR)", "asin": "B0BT8CF59D", "price": "$14.69", "quantity": ""}],
  "comparison_items": [{"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 3x3 in, 5 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (654R-5SSNRP)", "asin": "B0BPJW13CM", "price": "$5.99"},
  {"title": "Post-it Super Sticky Recycled Notes, 3 x 3 in, 5 Pads, 2X The Sticking Power, Wanderlust Collection, Pastel Colors, 30% Recycled Paper (654-5SSNRP)", "asin": "B001UHOU08", "price": "$13.40"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 4x4 in, Lined, 3 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (675R-3SSNRP)", "asin": "B0BPJXDV8G", "price": "$5.68"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 3 in. x 3 in., 5 Pads, 70 Sheets per Pad, Oasis Collection, School Supplies and Office Products", "asin": "B0BPJYH7FS", "price": "$6.45"},
  {"title": "Post-it Super Sticky Notes, Assorted Bright Colors, 3x3 in, 15 Pads/Pack, 45 Sheets/Pad, 2X The Sticking Power, Recyclable, Multi-Color", "asin": "B08PW73XGF", "price": "$11.30"},
  {"title": "Sticky Notes 3x3 Inches Soft Pastel Self-Stick Note Pads for Office School and Home Organization 5 Pads 500 Sheets Vibrant and Versatile Notes", "asin": "B014T41DI0", "price": "$11.99"}]
  <|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": "2025-04-13T21:15:10.937Z", // 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": "2025-04-09T20:39:19.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:22.339Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
  {"timestamp": "2025-04-09T20:39:46.299Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
  {"timestamp": "2025-04-09T20:40:37.053Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
  {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"}
  {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"}
  {"timestamp": "2025-04-12T01:07:24.956Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:07:25.115Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"}
  {"timestamp": "2025-04-12T01:07:29.951Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:09:31.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-12T17:22:04.530Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:22:04.911Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
  {"timestamp": "2025-04-12T17:23:49.425Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
  {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
  <|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": "sticky notes"}],
  "product_details": [{"asin": "B0BPJW13CM"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 3x3 in, 5 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (654R-5SSNRP)"},
  {"price": "$5.99"},
  {"bullet_list": "GET ORGANIZED: Each pack includes 5 pads of 3 in. x 3 in. notes, with 70 sheets per pad, great for your office, work area, or classroom EXPERIENCE THE POWER OF 2X STICKINESS: Post-it Super Sticky Notes offer twice the sticking power of basic sticky notes using 100% recycled paper, ensuring they stay put in your dorm or classroom VERSATILE AND ESSENTIAL: Post-it Super Sticky Lined Notes are the perfect solution for shopping lists, reminders, to-do lists, color-coding, labeling, family chore reminders, brainstorming, storyboarding, and quick notes VARIOUS SIZES AND SHAPES: Available in different sizes, with or without lines, to cater to your new years resolutions EYE-CATCHING COLORS: Vibrant and colorful reminders are more likely to grab attention and be noticed INTRODUCING THE WANDERLUST COLLECTION: Explore the dreamy vibes from the Wanderlust Pastels collection including Washed Denim, Fresh Mint, Orchid Frost, Pebble Gray, Pink Salt EXPLORE OUR COLLECTIONS: With 11 color collections, the Post-it Brand offers a wide range of options to suit every style and preference, whether at home, in school, or at the office"},
  {"bullet_list": "  TRUST THE ORIGNAL CREATOR: Made in the USA with globally sourced materials, the one and only Post-it Note was invented over 40 years ago by the Post-it Brand  SUSTAINABILITY: Post-it Super Sticky Notes can be recycled  "}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "product_options": [{"Color": "Wanderlust Pastels"}],
  "promotion_items": [{"title": "Sticky Notes 1.5x2 inch Bright Colors Self-Stick Pads 8 Pads/Pack 100 Sheets/Pad Total 800 Sheets", "asin": "B07V7JRKHY", "price": "$4.99", "quantity": ""},
  {"title": "Sticky Notes 8 Vintage Colors 3x3in, Self-Stick Notes Pads with Easy to Post for School, Home, Office, 8 Pads/Pack, 80 Sheets/Pad", "asin": "B0DDKYN99T", "price": "$6.99", "quantity": ""},
  {"title": "HQCME 16 Pack Sticky Notes 3x3 in Post, Pastel Colors Sticky Note Pads, Recyclable, Sticky Notes Bulk Easy to Post for Home, Office, Notebook", "asin": "B0D53JF7FZ", "price": "$7.99", "quantity": ""},
  {"title": "8 Pads Pop Up Sticky Notes 3x3 Refills Pastel Colors Self-Stick Notes Pads Super Adhesive Sticky Notes Great Value Pack", "asin": "B088R4WHHV", "price": "$6.99", "quantity": ""},
  {"title": "Sticky Notes 3x3 Inches, 8 Pads, 800 Sheets, 8 Color Sticky Note Pads, Premium Sticky Pads, Sticky Notes Bulk, Self-Stick Note Pads, 100 Sheets/pad", "asin": "B0CY1YZQS7", "price": "$5.99", "quantity": ""},
  {"title": "Post-it Notes, Heart Shape, Assorted Colors, 2.6x2.6 in, 2 Pads, 75 Sheets/Pad (7350-HRT)", "asin": "B001JTMJM8", "price": "$4.06", "quantity": ""},
  {"title": "Winner Aura Sticky Notes 3x5 inch Bright Colors Self-Stick Pads 8 Packs 400 Sheets", "asin": "B07V29XYWJ", "price": "$7.99", "quantity": ""},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 3 in. x 3 in., 24 Pads, 70 Sheets per Pad, Wanderlust Pastels, School Supplies and Office Products", "asin": "B0BPJZCMTC", "price": "$26.17", "quantity": ""},
  {"title": "Sticky Notes 3x3 Self-Stick Notes Bright Colors Sticky Notes 8 Pads 80 Sheet/Pad (Rose Red)", "asin": "B08H5BQQPT", "price": "$6.99", "quantity": ""},
  {"title": "Sticky Notes 3x3 Inches,Bright Colors Self-Stick Pads, Easy to Post for Home, Office, Notebook, 82 Sheets/pad", "asin": "B07WQ1VZKW", "price": "$8.99", "quantity": ""},
  {"title": "Redi-Tag Sticky Notes, Power Stick Notes, Adhesive Reminders, 3\" x 3\" Reusable Notes, Strong Adhesive Memos, Assorted Bright Colors, 8 Pack (1000975)", "asin": "B0D7DZ1LZ3", "price": "$8.43", "quantity": ""},
  {"title": "Post-it Notes, 4 in x 6 in, 5 Lined Sticky Note Pads, 100 Sheets per Pad, Beachside Caf\u00e9 Collection, School Supplies and Office Products", "asin": "B0006HVJ3O", "price": "$11.75", "quantity": ""},
  {"title": "30 Pads Sticky Notes 1.5x2 Self-Stick Notes 10 Bright Multi Colors Sticky Notes 60 Sheet/Pad", "asin": "B0892X9JM1", "price": "$7.19", "quantity": ""},
  {"title": "Post-it Super Sticky Notes Value Pack, 24 Pads, Convenient School Bus Carry and Storage Case, 2X The Sticking Power, 3x3 in, Bright Colors (Orange, Pink, Blue, Green, Yellow), Recyclable (654-24SSBUS)", "asin": "B07RK52772", "price": "$18.61", "quantity": ""},
  {"title": "Early Buy 6 Pads Lined Sticky Notes with Lines 4x6 Self-Stick Notes Bright Color Sticky Notes, 45 Sheets/Pad (Yellow)", "asin": "B09198PBW1", "price": "$7.99", "quantity": ""},
  {"title": "Sticky Notes, 12 Pads, 3x3 inches, Soft Pastel Self-Stick Note Pads, Perfect for Office, Study, and Daily Life Organization - Soft Pastel", "asin": "B0CMGJ6FRB", "price": "$5.99", "quantity": ""},
  {"title": "Bubble Sticky Notes 3x3 in, 8 Pads, Super Cute Bright Color Strong Adhesive Post, C...", "asin": "B0C89KP1LS", "price": "$6.88", "quantity": ""},
  {"title": "(16 Pack) Sticky Notes 3x3, Vintage Colors, Sticky Pads, Recyclable, Self-Stick Pads, Easy to Post for Home, Office, Notebook", "asin": "B0CWNBBD2W", "price": "$8.99", "quantity": ""},
  {"title": "(16 Pack) Sticky Notes 3x3, Self-Stick Pads Bright Colors Sticky Note, Recyclable, Easy to Post for Home, Office, Notebook", "asin": "B0CZ6S4T3K", "price": "$8.99", "quantity": ""},
  {"title": "Eastern Wolf Sticky Notes,8 Pads 3x3 Inch Removable Notes, Memo pads, 8 Bright Multi Colors Adhesive Notes, Self-Stick Notes, 85 Sheet/Pad", "asin": "B08H593JZG", "price": "$6.49", "quantity": ""},
  {"title": "Post-it Super Sticky Notes Teacher Pack, Assorted Colors, 3 in. x 3 in., 15 Pads/Pack, 45 Sheets/Pad (654-15SSBTS-SR)", "asin": "B0BT8CF59D", "price": "$14.69", "quantity": ""}],
  "comparison_items": [{"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 3x3 in, 5 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (654R-5SSNRP)", "asin": "B0BPJW13CM", "price": "$5.99"},
  {"title": "Post-it Super Sticky Recycled Notes, 3 x 3 in, 5 Pads, 2X The Sticking Power, Wanderlust Collection, Pastel Colors, 30% Recycled Paper (654-5SSNRP)", "asin": "B001UHOU08", "price": "$13.40"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 2X The Sticking Power, 4x4 in, Lined, 3 Pads, 70 Sheets/Pad, Wanderlust Pastels Collection (675R-3SSNRP)", "asin": "B0BPJXDV8G", "price": "$5.68"},
  {"title": "Post-it 100% Recycled Paper Super Sticky Notes, 3 in. x 3 in., 5 Pads, 70 Sheets per Pad, Oasis Collection, School Supplies and Office Products", "asin": "B0BPJYH7FS", "price": "$6.45"},
  {"title": "Post-it Super Sticky Notes, Assorted Bright Colors, 3x3 in, 15 Pads/Pack, 45 Sheets/Pad, 2X The Sticking Power, Recyclable, Multi-Color", "asin": "B08PW73XGF", "price": "$11.30"},
  {"title": "Sticky Notes 3x3 Inches Soft Pastel Self-Stick Note Pads for Office School and Home Organization 5 Pads 500 Sheets Vibrant and Versatile Notes", "asin": "B014T41DI0", "price": "$11.99"}]
  <|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": "2025-04-13T21:15:10.937Z", // 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>
  