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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T03:13:12.736Z", "action": "input", "action_argument": "502 "}
  {"timestamp": "2025-04-08T03:13:12.820Z", "action": "click", "action_argument": "suggested_term"}
  <|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": "502 super glue"}],
  "cart_items": [{"title": "VIWIK Reusable Chopsticks 5 Pairs Premium Fiberglass Chop sticks \u2013 Lightweight Non-Slip Design Easy to Clean Dishwasher Safe 9 1/2 Inches \u2013 Gift Set", "asin": "B08R8DHTD5", "price": "$12.99", "quantity": "1"},
  {"title": "HOUAGI LED TV Stand for Televisions up to 65 Inchs,Modern Entertainment Center with Storage Drawer and Glass Shelf, TV Console Table for Living Room,Bedroom (Black, 63in)", "asin": "B0BVVWBR7F", "price": "$89.99", "quantity": "1"},
  {"title": "HUANUO 63\u2033 Dual Motor L-Shaped Standing Desk, Built-in Power Outlets, Electric Height Adjustable Corner Computer Desk, Large Power Strip Holder, Sit Stand Up Desk with 3 Preset Heights, Black", "asin": "B0CP9GVVKP", "price": "$249.99", "quantity": "1"}],
  "promotion_items": [{"title": "Starbond 2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "quantity": ""},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "quantity": ""},
  {"title": "Starbond 4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "quantity": ""},
  {"title": "3 Gram (Pack of 12) Single Use Super Glue Liquid, Super Fast, Thin & Strong Adhesive Superglue, Cyanoacrylate Glue for Hard Plastics, DIY Craft, Ceramics, Leather, Metal Etc", "asin": "B0DMJJHPQR", "price": "$5.69", "quantity": ""},
  {"title": "Wood Super Glue Liquid, Clear Instant Cyanoacrylate Adhesive for Wood Crafts Repair Woodworking, All Purpose CA Glue for Shoe Ceramic Plastic Leather Glass Model Metal Pottery Aquarium Porcelain Stone", "asin": "B0D7ZNCCSY", "price": "$6.99", "quantity": ""},
  {"title": "Starbond 2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "quantity": ""},
  {"title": "Starbond 4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "quantity": ""},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "quantity": ""},
  {"title": "Starbond Super Glue Remover, Dissolves Adhesive, CA Glue Debonder, Easy Brush Cap Applicator, 2 oz", "asin": "B0797D6NZM", "price": "$13.49", "quantity": ""},
  {"title": "Starbond Premium Grade Cyanoacrylate (CA) Super Glue, Gap Filler Thick 2000 CPS Viscosity Adhesive for Carpentry, Woodworking, Hobby Models, Archery Fletching 2 oz", "asin": "B00C32MKLK", "price": "$13.99", "quantity": ""}],
  "ads": [{"title": "Starbond Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay) (2 Ounce)", "asin": "B00C32ME6G"},
  {"title": "Starbond Premium Grade Cyanoacrylate (CA) Super Glue, Gap Filler Thick 2000 CPS Viscosity Adhesive for Carpentry, Woodworking, Hobby Models, Archery Fletching 2 oz", "asin": "B00C32MKLK"}],
  "search_results": [{"title": "2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "502, Super Glue Professional Liquid, Instant High-Strength Cyanoacrylate Adhesive for Glass, Metal, Plastic Repairing 20g/0.7 Ounce", "asin": "B08NYZBVRB", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "502 Super Glue Professional Liquid: All-Purpose Superglue, Clear Instant Glue Fast Drying, High-Strength Cyanoacrylate Adhesive for Metal, Rubber, Glass, Plastic, and More, 15g", "asin": "B0DPZT4GJR", "price": "$9.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
  {"title": "12 X 3g Super Glue Clear, Strong Adhesive,Super Glue Fast Drying Cyanoacrylate Glue for Wood,Rubber,Leather, Plastic, Metal, Rhinestone Jewelry, DIY Crafts and More", "asin": "B0D182G6HX", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay) (2 Ounce)", "asin": "B00C32ME6G", "price": "$13.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members"},
  {"title": "4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "502 Super Glue,2PCS Universal Super Glue, Instant Quick-Drying Special Glue, Quick Dry Cyanoacrylate Strong Adhesive,Plastic Acrylate Fabric Rubber Sealant Tool", "asin": "B0CQT6XLNX", "price": "$2.99", "delivery": "FREE delivery Apr 29 - May 8 Or fastest delivery Apr 14 - 17"},
  {"title": "2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Super Glue Gel, .07 oz, 2-Pack, Dries Quickly with a Permanent Hold (AD112)", "asin": "B0013FSLKC", "price": "$3.89", "delivery": "FREE delivery Fri, Apr 11 Only 1 left in stock - order soon."},
  {"title": "3 Gram (Pack of 12) Single Use Super Glue Liquid, Super Fast, Thin & Strong Adhesive Superglue, Cyanoacrylate Glue for Hard Plastics, DIY Craft, Ceramics, Leather, Metal Etc", "asin": "B0DMJJHPQR", "price": "$5.69", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Super Glue Gel XL, Clear Glue, 25 Gram (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B082XGL21J", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "502 Super Glue, Instant Quick Dry Cyanoacrylate Strong Adhesive, Universal Super Glue, Quick Bond Leather Rubber Metal Office Supplies Fast Glue, 40ml", "asin": "B0CQ7KQ4PK", "price": "$3.67", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 11 - 16"},
  {"title": "Super Glue, Clear Glue, Four 3 Gram Tubes (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B08QQZ71CV", "price": "$12.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "2 gm Loctite 235495 Super Glue Cyanoacrylate Super Glue Gel", "asin": "B000ALBZGC", "price": "$1.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Metal Super Glue Liquid, Clear Instant Cyanoacrylate Adhesive for Metal Repair, All Purpose CA Glue for Shoe Ceramic Repair Plastic Leather Glass Wood Pottery Aquarium Porcelain Fletching Waterproof", "asin": "B0D7ZR1DP8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue with Brush & Nozzle Applicator, Clear Glue, 12 Gram (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B01LYO4R4I", "price": "$9.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "502 Super Glue,Instant Quick Dry Cyanoacrylate Strong Adhesive,Universal Super Glue,Quick Dry Cyanoacrylate Strong Adhesive,for Daily Office", "asin": "B0CQT3RZWX", "price": "$2.51", "delivery": "FREE delivery Apr 29 - May 8 Or fastest delivery Apr 14 - 17"},
  {"title": "502 Super Glue,Super Glue,502, Super Glue Professional Liquid for Glass, Metal, Plastic Repairing,502 Glue Adhesive,Strong Quick-Drying Repair,Leather Rubber Wood Metal Strong Bond Liquid Glue", "asin": "B0DHXFY73N", "price": "$1.91", "delivery": "FREE delivery Apr 30 - May 9"},
  {"title": "502 Super Glue,40ml Super Glue Professional Liquid,Instant Quick Dry Cyanoacrylate Strong Adhesive,Universal Super Glue,Acrylate Fabric Sealant Tool for Quick Bond Leather Rubber Metal Office Supplies", "asin": "B0DTY12LD6", "price": "$2.07", "delivery": "FREE delivery Apr 22 - May 7"},
  {"title": "502 Super Glue Professional Liquid: All-Purpose Superglue, Clear Instant Glue Fast Drying, High-Strength Cyanoacrylate Adhesive for Metal, Rubber, Glass, Plastic, and More, 15g", "asin": "B0DPZT4GJR", "price": "$9.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"}]
  <|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": "2025-04-08T03:13:59.261Z", // 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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T03:13:12.736Z", "action": "input", "action_argument": "502 "}
  {"timestamp": "2025-04-08T03:13:12.820Z", "action": "click", "action_argument": "suggested_term"}
  <|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": "502 super glue"}],
  "cart_items": [{"title": "VIWIK Reusable Chopsticks 5 Pairs Premium Fiberglass Chop sticks \u2013 Lightweight Non-Slip Design Easy to Clean Dishwasher Safe 9 1/2 Inches \u2013 Gift Set", "asin": "B08R8DHTD5", "price": "$12.99", "quantity": "1"},
  {"title": "HOUAGI LED TV Stand for Televisions up to 65 Inchs,Modern Entertainment Center with Storage Drawer and Glass Shelf, TV Console Table for Living Room,Bedroom (Black, 63in)", "asin": "B0BVVWBR7F", "price": "$89.99", "quantity": "1"},
  {"title": "HUANUO 63\u2033 Dual Motor L-Shaped Standing Desk, Built-in Power Outlets, Electric Height Adjustable Corner Computer Desk, Large Power Strip Holder, Sit Stand Up Desk with 3 Preset Heights, Black", "asin": "B0CP9GVVKP", "price": "$249.99", "quantity": "1"}],
  "promotion_items": [{"title": "Starbond 2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "quantity": ""},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "quantity": ""},
  {"title": "Starbond 4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "quantity": ""},
  {"title": "3 Gram (Pack of 12) Single Use Super Glue Liquid, Super Fast, Thin & Strong Adhesive Superglue, Cyanoacrylate Glue for Hard Plastics, DIY Craft, Ceramics, Leather, Metal Etc", "asin": "B0DMJJHPQR", "price": "$5.69", "quantity": ""},
  {"title": "Wood Super Glue Liquid, Clear Instant Cyanoacrylate Adhesive for Wood Crafts Repair Woodworking, All Purpose CA Glue for Shoe Ceramic Plastic Leather Glass Model Metal Pottery Aquarium Porcelain Stone", "asin": "B0D7ZNCCSY", "price": "$6.99", "quantity": ""},
  {"title": "Starbond 2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "quantity": ""},
  {"title": "Starbond 4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "quantity": ""},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "quantity": ""},
  {"title": "Starbond Super Glue Remover, Dissolves Adhesive, CA Glue Debonder, Easy Brush Cap Applicator, 2 oz", "asin": "B0797D6NZM", "price": "$13.49", "quantity": ""},
  {"title": "Starbond Premium Grade Cyanoacrylate (CA) Super Glue, Gap Filler Thick 2000 CPS Viscosity Adhesive for Carpentry, Woodworking, Hobby Models, Archery Fletching 2 oz", "asin": "B00C32MKLK", "price": "$13.99", "quantity": ""}],
  "ads": [{"title": "Starbond Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay) (2 Ounce)", "asin": "B00C32ME6G"},
  {"title": "Starbond Premium Grade Cyanoacrylate (CA) Super Glue, Gap Filler Thick 2000 CPS Viscosity Adhesive for Carpentry, Woodworking, Hobby Models, Archery Fletching 2 oz", "asin": "B00C32MKLK"}],
  "search_results": [{"title": "2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "502, Super Glue Professional Liquid, Instant High-Strength Cyanoacrylate Adhesive for Glass, Metal, Plastic Repairing 20g/0.7 Ounce", "asin": "B08NYZBVRB", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "502 Super Glue Professional Liquid: All-Purpose Superglue, Clear Instant Glue Fast Drying, High-Strength Cyanoacrylate Adhesive for Metal, Rubber, Glass, Plastic, and More, 15g", "asin": "B0DPZT4GJR", "price": "$9.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
  {"title": "12 X 3g Super Glue Clear, Strong Adhesive,Super Glue Fast Drying Cyanoacrylate Glue for Wood,Rubber,Leather, Plastic, Metal, Rhinestone Jewelry, DIY Crafts and More", "asin": "B0D182G6HX", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay) (2 Ounce)", "asin": "B00C32ME6G", "price": "$13.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members"},
  {"title": "4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "502 Super Glue,2PCS Universal Super Glue, Instant Quick-Drying Special Glue, Quick Dry Cyanoacrylate Strong Adhesive,Plastic Acrylate Fabric Rubber Sealant Tool", "asin": "B0CQT6XLNX", "price": "$2.99", "delivery": "FREE delivery Apr 29 - May 8 Or fastest delivery Apr 14 - 17"},
  {"title": "2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Super Glue Gel, .07 oz, 2-Pack, Dries Quickly with a Permanent Hold (AD112)", "asin": "B0013FSLKC", "price": "$3.89", "delivery": "FREE delivery Fri, Apr 11 Only 1 left in stock - order soon."},
  {"title": "3 Gram (Pack of 12) Single Use Super Glue Liquid, Super Fast, Thin & Strong Adhesive Superglue, Cyanoacrylate Glue for Hard Plastics, DIY Craft, Ceramics, Leather, Metal Etc", "asin": "B0DMJJHPQR", "price": "$5.69", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Super Glue Gel XL, Clear Glue, 25 Gram (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B082XGL21J", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "502 Super Glue, Instant Quick Dry Cyanoacrylate Strong Adhesive, Universal Super Glue, Quick Bond Leather Rubber Metal Office Supplies Fast Glue, 40ml", "asin": "B0CQ7KQ4PK", "price": "$3.67", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 11 - 16"},
  {"title": "Super Glue, Clear Glue, Four 3 Gram Tubes (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B08QQZ71CV", "price": "$12.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "2 gm Loctite 235495 Super Glue Cyanoacrylate Super Glue Gel", "asin": "B000ALBZGC", "price": "$1.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Metal Super Glue Liquid, Clear Instant Cyanoacrylate Adhesive for Metal Repair, All Purpose CA Glue for Shoe Ceramic Repair Plastic Leather Glass Wood Pottery Aquarium Porcelain Fletching Waterproof", "asin": "B0D7ZR1DP8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue with Brush & Nozzle Applicator, Clear Glue, 12 Gram (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B01LYO4R4I", "price": "$9.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "502 Super Glue,Instant Quick Dry Cyanoacrylate Strong Adhesive,Universal Super Glue,Quick Dry Cyanoacrylate Strong Adhesive,for Daily Office", "asin": "B0CQT3RZWX", "price": "$2.51", "delivery": "FREE delivery Apr 29 - May 8 Or fastest delivery Apr 14 - 17"},
  {"title": "502 Super Glue,Super Glue,502, Super Glue Professional Liquid for Glass, Metal, Plastic Repairing,502 Glue Adhesive,Strong Quick-Drying Repair,Leather Rubber Wood Metal Strong Bond Liquid Glue", "asin": "B0DHXFY73N", "price": "$1.91", "delivery": "FREE delivery Apr 30 - May 9"},
  {"title": "502 Super Glue,40ml Super Glue Professional Liquid,Instant Quick Dry Cyanoacrylate Strong Adhesive,Universal Super Glue,Acrylate Fabric Sealant Tool for Quick Bond Leather Rubber Metal Office Supplies", "asin": "B0DTY12LD6", "price": "$2.07", "delivery": "FREE delivery Apr 22 - May 7"},
  {"title": "502 Super Glue Professional Liquid: All-Purpose Superglue, Clear Instant Glue Fast Drying, High-Strength Cyanoacrylate Adhesive for Metal, Rubber, Glass, Plastic, and More, 15g", "asin": "B0DPZT4GJR", "price": "$9.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"}]
  <|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": "2025-04-08T03:13:59.261Z", // 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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-08T03:13:12.736Z", "action": "input", "action_argument": "502 "}
  {"timestamp": "2025-04-08T03:13:12.820Z", "action": "click", "action_argument": "suggested_term"}
  <|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": "502 super glue"}],
  "cart_items": [{"title": "VIWIK Reusable Chopsticks 5 Pairs Premium Fiberglass Chop sticks \u2013 Lightweight Non-Slip Design Easy to Clean Dishwasher Safe 9 1/2 Inches \u2013 Gift Set", "asin": "B08R8DHTD5", "price": "$12.99", "quantity": "1"},
  {"title": "HOUAGI LED TV Stand for Televisions up to 65 Inchs,Modern Entertainment Center with Storage Drawer and Glass Shelf, TV Console Table for Living Room,Bedroom (Black, 63in)", "asin": "B0BVVWBR7F", "price": "$89.99", "quantity": "1"},
  {"title": "HUANUO 63\u2033 Dual Motor L-Shaped Standing Desk, Built-in Power Outlets, Electric Height Adjustable Corner Computer Desk, Large Power Strip Holder, Sit Stand Up Desk with 3 Preset Heights, Black", "asin": "B0CP9GVVKP", "price": "$249.99", "quantity": "1"}],
  "promotion_items": [{"title": "Starbond 2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "quantity": ""},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "quantity": ""},
  {"title": "Starbond 4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "quantity": ""},
  {"title": "3 Gram (Pack of 12) Single Use Super Glue Liquid, Super Fast, Thin & Strong Adhesive Superglue, Cyanoacrylate Glue for Hard Plastics, DIY Craft, Ceramics, Leather, Metal Etc", "asin": "B0DMJJHPQR", "price": "$5.69", "quantity": ""},
  {"title": "Wood Super Glue Liquid, Clear Instant Cyanoacrylate Adhesive for Wood Crafts Repair Woodworking, All Purpose CA Glue for Shoe Ceramic Plastic Leather Glass Model Metal Pottery Aquarium Porcelain Stone", "asin": "B0D7ZNCCSY", "price": "$6.99", "quantity": ""},
  {"title": "Starbond 2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "quantity": ""},
  {"title": "Starbond 4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "quantity": ""},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "quantity": ""},
  {"title": "Starbond Super Glue Remover, Dissolves Adhesive, CA Glue Debonder, Easy Brush Cap Applicator, 2 oz", "asin": "B0797D6NZM", "price": "$13.49", "quantity": ""},
  {"title": "Starbond Premium Grade Cyanoacrylate (CA) Super Glue, Gap Filler Thick 2000 CPS Viscosity Adhesive for Carpentry, Woodworking, Hobby Models, Archery Fletching 2 oz", "asin": "B00C32MKLK", "price": "$13.99", "quantity": ""}],
  "ads": [{"title": "Starbond Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay) (2 Ounce)", "asin": "B00C32ME6G"},
  {"title": "Starbond Premium Grade Cyanoacrylate (CA) Super Glue, Gap Filler Thick 2000 CPS Viscosity Adhesive for Carpentry, Woodworking, Hobby Models, Archery Fletching 2 oz", "asin": "B00C32MKLK"}],
  "search_results": [{"title": "2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "502, Super Glue Professional Liquid, Instant High-Strength Cyanoacrylate Adhesive for Glass, Metal, Plastic Repairing 20g/0.7 Ounce", "asin": "B08NYZBVRB", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "502 Super Glue Professional Liquid: All-Purpose Superglue, Clear Instant Glue Fast Drying, High-Strength Cyanoacrylate Adhesive for Metal, Rubber, Glass, Plastic, and More, 15g", "asin": "B0DPZT4GJR", "price": "$9.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
  {"title": "12 X 3g Super Glue Clear, Strong Adhesive,Super Glue Fast Drying Cyanoacrylate Glue for Wood,Rubber,Leather, Plastic, Metal, Rhinestone Jewelry, DIY Crafts and More", "asin": "B0D182G6HX", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay) (2 Ounce)", "asin": "B00C32ME6G", "price": "$13.99", "delivery": "FREE delivery Mon, Apr 14 for Prime members"},
  {"title": "4 oz. Super Fast Thin, Premium Instant CA (Cyanoacrylate Adhesive) Super Glue Plus Extra Cap and Microtips, (for Woodturning, Pen Turning, Hobby, Stabilizing, Finish, Inlay)", "asin": "B0B8GCY712", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "502 Super Glue,2PCS Universal Super Glue, Instant Quick-Drying Special Glue, Quick Dry Cyanoacrylate Strong Adhesive,Plastic Acrylate Fabric Rubber Sealant Tool", "asin": "B0CQT6XLNX", "price": "$2.99", "delivery": "FREE delivery Apr 29 - May 8 Or fastest delivery Apr 14 - 17"},
  {"title": "2 oz. Medium CA Glue (Premium Cyanoacrylate Super Glue) with Extra Cap and Microtips for Quick Fix, Woodworking, Woodturning, Hobby Models", "asin": "B00C32MHJU", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue Gel, Instant Adhesive, Multipack Cyanoacrylate Strong Clear Glue for Shoe Sole Repair, Ceramic Plastic Metal Wood Pottery Leather Aquarium Glass Rubber, Strong Bonding", "asin": "B09ZLJ284H", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Super Glue Gel, .07 oz, 2-Pack, Dries Quickly with a Permanent Hold (AD112)", "asin": "B0013FSLKC", "price": "$3.89", "delivery": "FREE delivery Fri, Apr 11 Only 1 left in stock - order soon."},
  {"title": "3 Gram (Pack of 12) Single Use Super Glue Liquid, Super Fast, Thin & Strong Adhesive Superglue, Cyanoacrylate Glue for Hard Plastics, DIY Craft, Ceramics, Leather, Metal Etc", "asin": "B0DMJJHPQR", "price": "$5.69", "delivery": "FREE delivery Thu, Apr 10"},
  {"title": "Super Glue Gel XL, Clear Glue, 25 Gram (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B082XGL21J", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
  {"title": "502 Super Glue, Instant Quick Dry Cyanoacrylate Strong Adhesive, Universal Super Glue, Quick Bond Leather Rubber Metal Office Supplies Fast Glue, 40ml", "asin": "B0CQ7KQ4PK", "price": "$3.67", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 11 - 16"},
  {"title": "Super Glue, Clear Glue, Four 3 Gram Tubes (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B08QQZ71CV", "price": "$12.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "2 gm Loctite 235495 Super Glue Cyanoacrylate Super Glue Gel", "asin": "B000ALBZGC", "price": "$1.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Metal Super Glue Liquid, Clear Instant Cyanoacrylate Adhesive for Metal Repair, All Purpose CA Glue for Shoe Ceramic Repair Plastic Leather Glass Wood Pottery Aquarium Porcelain Fletching Waterproof", "asin": "B0D7ZR1DP8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
  {"title": "Super Glue with Brush & Nozzle Applicator, Clear Glue, 12 Gram (Pack of 1) - All Purpose and Fast Setting for Projects and Repairs", "asin": "B01LYO4R4I", "price": "$9.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "502 Super Glue,Instant Quick Dry Cyanoacrylate Strong Adhesive,Universal Super Glue,Quick Dry Cyanoacrylate Strong Adhesive,for Daily Office", "asin": "B0CQT3RZWX", "price": "$2.51", "delivery": "FREE delivery Apr 29 - May 8 Or fastest delivery Apr 14 - 17"},
  {"title": "502 Super Glue,Super Glue,502, Super Glue Professional Liquid for Glass, Metal, Plastic Repairing,502 Glue Adhesive,Strong Quick-Drying Repair,Leather Rubber Wood Metal Strong Bond Liquid Glue", "asin": "B0DHXFY73N", "price": "$1.91", "delivery": "FREE delivery Apr 30 - May 9"},
  {"title": "502 Super Glue,40ml Super Glue Professional Liquid,Instant Quick Dry Cyanoacrylate Strong Adhesive,Universal Super Glue,Acrylate Fabric Sealant Tool for Quick Bond Leather Rubber Metal Office Supplies", "asin": "B0DTY12LD6", "price": "$2.07", "delivery": "FREE delivery Apr 22 - May 7"},
  {"title": "502 Super Glue Professional Liquid: All-Purpose Superglue, Clear Instant Glue Fast Drying, High-Strength Cyanoacrylate Adhesive for Metal, Rubber, Glass, Plastic, and More, 15g", "asin": "B0DPZT4GJR", "price": "$9.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"}]
  <|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": "2025-04-08T03:13:59.261Z", // 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>
  