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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
  {"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
  {"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
  {"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
  {"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
  {"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
  {"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
  <|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": "hair dryer"}],
  "cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
  {"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
  {"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
  {"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
  {"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
  {"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
  {"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
  {"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
  {"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
  {"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
  {"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
  {"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
  "product_details": [{"asin": "B0DR5B8SSV"},
  {"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)"},
  {"price": "$56.98"},
  {"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Pink"}],
  "promotion_items": [{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
  {"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
  {"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
  {"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
  {"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
  {"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
  {"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""}],
  "comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98"},
  {"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
  {"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33"},
  {"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99"},
  {"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "B0DGG75N44", "price": "$64.98"}]
  <|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": "2025-03-29T23:51:57.744Z", // 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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
  {"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
  {"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
  {"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
  {"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
  {"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
  {"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
  <|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": "hair dryer"}],
  "cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
  {"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
  {"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
  {"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
  {"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
  {"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
  {"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
  {"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
  {"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
  {"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
  {"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
  {"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
  "product_details": [{"asin": "B0DR5B8SSV"},
  {"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)"},
  {"price": "$56.98"},
  {"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Pink"}],
  "promotion_items": [{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
  {"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
  {"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
  {"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
  {"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
  {"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
  {"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""}],
  "comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98"},
  {"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
  {"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33"},
  {"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99"},
  {"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "B0DGG75N44", "price": "$64.98"}]
  <|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": "2025-03-29T23:51:57.744Z", // 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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
  {"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
  {"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
  {"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
  {"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
  {"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
  {"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
  <|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": "hair dryer"}],
  "cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
  {"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
  {"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
  {"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
  {"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
  {"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
  {"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
  {"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
  {"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
  {"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
  {"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
  {"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
  {"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
  "product_details": [{"asin": "B0DR5B8SSV"},
  {"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)"},
  {"price": "$56.98"},
  {"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Pink"}],
  "promotion_items": [{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
  {"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
  {"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
  {"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
  {"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
  {"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
  {"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""}],
  "comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98"},
  {"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
  {"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33"},
  {"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99"},
  {"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "B0DGG75N44", "price": "$64.98"}]
  <|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": "2025-03-29T23:51:57.744Z", // 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>
  