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": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
  <|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": "jump starter"}],
  "cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "4"},
  {"title": "ZARPAX Hanging Moisture Absorber Activated Charcoal 10.6 oz/300g | Moisture Absorbing Bags for Bathroom, Closet & Kitchen | Removes Moisture, Humidity & Odors | Portable Dehumidifier | Set Of 10", "asin": "B0BTK8T3FN", "price": "$24.99", "quantity": "1"},
  {"title": "AMUU Rubber Bands Small 650 pcs size16 Rubber Bands 38mm #16 Rubber Band for Office Supplies School Home Elastic Band", "asin": "B09WMYT7N3", "price": "$7.99", "quantity": "1"},
  {"title": "Yizosh Metal Garage Storage Cabinet with 2 Doors and 5 Adjustable Shelves - 71\" Steel Lockable File Cabinet,Locking Tool Cabinets for Office,Home,Garage,Gym,School (White)", "asin": "B0B3MBKVBV", "price": "$139.99", "quantity": "1"},
  {"title": "Crocs Unisex Classic Clogs, Atmosphere, Numeric_11 US Men", "asin": "B0BFNLJX4P", "price": "$42.56", "quantity": "1"},
  {"title": "Car Apple Carplay Cable\uff0cUSB A to Lightning Cable 3FT Compatible with iPhone 14 13 12 11 Pro Max XR XS X Charger Cord\uff0cCar Charging Cord", "asin": "B0D7CMYFC5", "price": "$8.99", "quantity": "1"},
  {"title": "SmartyPants Kids Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Vitamin D3, C, Vitamin B12, B6, A, K & Zinc for Immune Support, Biotin, Gluten Free, Three Fruit Flavors, 120 Count (30 Day Supply)", "asin": "B004QQ9LVS", "price": "$16.32", "quantity": "1"},
  {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "quantity": "1"},
  {"title": "AROIC 8PCS Washable Finger Paint for Kids, Non-Toxic Finger Paint 8Colors, Art Painting Supplies for Toddlers, Finger Painting Supplies for Kids Boys Girls Gifts, Hand Painting DIY Crafts", "asin": "B0C6D2QWCZ", "price": "$7.99", "quantity": "1"},
  {"title": "Egyptian Cotton Sheets for Queen Size Bed, Certified 800 Thread Count Queen sheet set, Luxury Sateen Weave Cotton Queen Bed Sheets queen sheets deep pocket, Egyptian Cotton Sheets Queen Size - White", "asin": "B01M7Z2F53", "price": "$74.56", "quantity": "1"},
  {"title": "Portable Mini Humidifier, 500ml Small Cool Mist Humidifier, USB Personal Desktop Humidifiers for Baby Bedroom Travel Office Home, Auto Shut-Off, 2 Mist Modes, Super Quiet, White", "asin": "B07Z64CSTJ", "price": "$15.99", "quantity": "1"},
  {"title": "SONGMICS Closet Wardrobe and Portable Closet Bundle, Wardrobe Closet Organizer with Cover, Clothes Rail with Non-Woven Fabric Cover, Clothes Storage Organizer, Black URYG02BK and URYG094B02", "asin": "B0C9Y5XFLD", "price": "$89.29"},
  {"title": "LOKEME Wardrobe Closet,Portable Closet for Bedroom Steel Pipe Diameter 19mm Strong and Sturdy Black Portable Closets for Hanging Clothes with 3 Hanging rods, 6 Storage Shelves and Side Pockets", "asin": "B0CP56BTKP", "price": "$49.99", "quantity": "1"},
  {"title": "TBC The Best Crafts Paint Sticks,12 Classic Colors, Washable Paint, Non-Toxic, Tempera Paint Sticks for Kids and Students", "asin": "B08BFYBTKY", "price": "$9.99", "quantity": "1"},
  {"title": "Prang (Formerly SunWorks) Construction Paper, White, 9\" x 12\", 100 Sheets", "asin": "B0017OHG1O", "price": "$4.57", "quantity": "1"},
  {"title": "SmartyPants Toddler Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Biotin, Beta Carotene, Gluten Free, Three Fruit Flavors, 90 Count (30 Day Supply)", "asin": "B07B6KC1PQ", "price": "$18.59", "quantity": "1"},
  {"title": "Space Heater, Portable Electric Heater with Remote for Indoor Use, 1-12H Timer, Digital Display, Eco and Fan Mode,1500W PTC Ceramic Fast Safety Heat for Office, Bedroom, Tiny Home, Garage, Desk", "asin": "B0D9BD5HNQ", "price": "$30.25", "quantity": "1"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$4.49"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.36"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"}],
  "product_details": [{"asin": "B015TKPT1A"},
  {"title": "NOCO Boost Sport GB20 500A UltraSafe Car Battery Jump Starter, 12V Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 4.0L Gasoline Engines"},
  {"price": "$79.95"},
  {"bullet_list": "Start Dead Batteries - Safely jump start a dead battery in seconds with this compact, yet powerful, 500-amp lithium battery jump starter - up to 20 jump starts on a single charge - and rated for gasoline engines up to 4.0-liters. UltraSafe - Safe and easy-to-use car jumper starter and jump pack without worrying about incorrect connections or sparks. Safely connect to any 12-volt vehicle with our mistake-proof design featuring spark-proof technology and reverse polarity protection. Multi-Function - It's a car jump starter, portable power bank, and LED flashlight. Recharge smartphones, tablets, and other USB-C devices. It's easily rechargeable from any powered USB-C port in 3-hours at 2.1-amps. Plus, an integrated 100-lumen LED flashlight with seven light modes, including emergency strobe and SOS. Advanced Design - Our most advanced car battery charger jump starter ever. Featuring high-discharge lithium technology for safe operation in any climate. A rugged and water-resistant enclosure rated at IP65. A rubberized over-molded casing to prevent scratching or marring of surfaces. And an ultra-compact and lightweight design weighing just 2.4 pounds. In The Box - GB20 UltraSafe Portable Car Jump Starter, Heavy Duty Booster Clamps, USB-C Charging Cable, Microfiber Storage Bag, User Guide, 1-Year Warranty, and Designed in the USA."}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1 "}],
  "promotion_items": [{"title": "NOCO Boost Plus GB40 1000A UltraSafe Car Battery Jump Starter, 12V Jump Starter Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 6.0L Gasoline and 3.0L Diesel Engines", "asin": "B015TKUPIC", "price": "$99.95", "quantity": ""},
  {"title": "NOCO GENIUS1, 1A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W46BX31", "price": "$29.95", "quantity": ""},
  {"title": "NOCO GENIUS5, 5A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W8KJH44", "price": "$69.95", "quantity": ""},
  {"title": "NOCO GENIUS2, 2A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W6B987F", "price": "$49.95", "quantity": ""},
  {"title": "AstroAI S8 Car Battery Jump Starter, 1500A Peak Car Jumper Starter Battery Pack for Up to 6.0L Gas & 3.0L Diesel Engines, 12V Portable Jump Box with 3 Modes Flashlight and Jumper Cable (Orange)", "asin": "B0BZP6HCVS", "price": "$39.99", "quantity": ""},
  {"title": "Scatach 011 3000A Car Battery Jump Starter,12V Jump Starter Battery Pack (up to 9.0L Gasoline and 7.0L Diesel Engine), Portable Jump Box with 3 Modes Flashlight and Jumper Cable", "asin": "B0CGCRHS2Z", "price": "$36.99", "quantity": ""},
  {"title": "3000A Jump Starter, 24000mAh Car Battery Jump Starter (up to 8.0L Gas and 8.0L Dies...", "asin": "B09TP2B11R", "price": "$49.99", "quantity": ""},
  {"title": "NOCO Boost Air AX65: 2000A Jump Starter with 22A 100 PSI Air Compressor Tire Inflator - 8.0L Gasoline and 6.0L Diesel Engines - Inflating Tires from 0-40 PSI in 2.0 Minutes", "asin": "B0DW6CNNJJ", "price": "$209.96", "quantity": ""},
  {"title": "MEGAWISE 1500A Peak 16800mAh Car Battery Jump Starter Booster (up to 7L Gas or 5L Diesel Engines), 12V Portable Power with Dual USB Outputs & Flashlight 2023 Upgraded Extremely Safe", "asin": "B08FD6Y933", "price": "$37.89", "quantity": ""},
  {"title": "Car Battery Jump Starter and Battery Tester TOPDON 2-in-1 2200A Peak Battery Jump Starter for Up to 8L Gas/6L Diesel Engines 12V Portable Battery Booster and Tester, Black", "asin": "B079DP5ZC9", "price": "$119.99", "quantity": ""},
  {"title": "Portable Car Battery Jump Starter - 12V Battery Booster Pack, Jump Box, Portable Car Jump Starter with Air Compressor, 3500A, 150PSI, 12V (All Gas/10L Diesel) Large LCD Display", "asin": "B0D2DD7N2N", "price": "$59.99", "quantity": ""},
  {"title": "DBPOWER Peak 1600A Portable Car Jump Starter(up to 7.2 Gas, 5.5L Diesel Engines) Battery Booster with Smart Charging Port, LCD Display, Intelligent Jumper Clamps, Compass and LED Light(Yellow)", "asin": "B01D42U0VO", "price": "$37.09", "quantity": ""}],
  "comparison_items": [{"title": "NOCO Boost Sport GB20 500A UltraSafe Car Battery Jump Starter, 12V Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 4.0L Gasoline Engines", "asin": "B015TKPT1A", "price": "$79.95"},
  {"title": "AstroAI S8 Car Battery Jump Starter, 1500A Peak Car Jumper Starter Battery Pack for Up to 6.0L Gas & 3.0L Diesel Engines, 12V Portable Jump Box with 3 Modes Flashlight and Jumper Cable (Orange)", "asin": "B0BZP6HCVS", "price": "$39.99"},
  {"title": "NEXPOW Car Jump Starter Car Battery Jump Starter Pack 1500A Peak Q10S for Up to 7.0L Gas and 5.5L Diesel Engine12V Auto Battery Booster,Jumper Cables Portable Lithium Jump Box with LED Light/USB QC3.0", "asin": "B09F9CR89W", "price": "$39.99"},
  {"title": "NOCO Boost X GBX55 1750A 12V UltraSafe Portable Lithium Jump Starter, Car Battery Booster Pack, USB-C Powerbank Charger, and Jumper Cables for up to 7.5-Liter Gas and 5.0-Liter Diesel Engines", "asin": "B08WZKRHZZ", "price": "$174.95"},
  {"title": "AVAPOW Car Battery Jump Starter 4000A Peak,12V Portable Jumpstart Box for Up to 10L Gas 10L Diesel Engine,PD 60W Fast Charging Lithium Jump Starters Charger Pack", "asin": "B0BJ5N8SN7", "price": "$79.99"},
  {"title": "NOCO Boost X GBX45 1250A 12V UltraSafe Portable Lithium Jump Starter, Car Battery Booster Pack, USB-C Powerbank Charger, and Jumper Cables for up to 6.5-Liter Gas and 4.0-Liter Diesel Engines", "asin": "B0924V8SPC", "price": "$124.95"}]
  <|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": "2025-04-04T04:16:13.804Z", // 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": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
  <|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": "jump starter"}],
  "cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "4"},
  {"title": "ZARPAX Hanging Moisture Absorber Activated Charcoal 10.6 oz/300g | Moisture Absorbing Bags for Bathroom, Closet & Kitchen | Removes Moisture, Humidity & Odors | Portable Dehumidifier | Set Of 10", "asin": "B0BTK8T3FN", "price": "$24.99", "quantity": "1"},
  {"title": "AMUU Rubber Bands Small 650 pcs size16 Rubber Bands 38mm #16 Rubber Band for Office Supplies School Home Elastic Band", "asin": "B09WMYT7N3", "price": "$7.99", "quantity": "1"},
  {"title": "Yizosh Metal Garage Storage Cabinet with 2 Doors and 5 Adjustable Shelves - 71\" Steel Lockable File Cabinet,Locking Tool Cabinets for Office,Home,Garage,Gym,School (White)", "asin": "B0B3MBKVBV", "price": "$139.99", "quantity": "1"},
  {"title": "Crocs Unisex Classic Clogs, Atmosphere, Numeric_11 US Men", "asin": "B0BFNLJX4P", "price": "$42.56", "quantity": "1"},
  {"title": "Car Apple Carplay Cable\uff0cUSB A to Lightning Cable 3FT Compatible with iPhone 14 13 12 11 Pro Max XR XS X Charger Cord\uff0cCar Charging Cord", "asin": "B0D7CMYFC5", "price": "$8.99", "quantity": "1"},
  {"title": "SmartyPants Kids Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Vitamin D3, C, Vitamin B12, B6, A, K & Zinc for Immune Support, Biotin, Gluten Free, Three Fruit Flavors, 120 Count (30 Day Supply)", "asin": "B004QQ9LVS", "price": "$16.32", "quantity": "1"},
  {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "quantity": "1"},
  {"title": "AROIC 8PCS Washable Finger Paint for Kids, Non-Toxic Finger Paint 8Colors, Art Painting Supplies for Toddlers, Finger Painting Supplies for Kids Boys Girls Gifts, Hand Painting DIY Crafts", "asin": "B0C6D2QWCZ", "price": "$7.99", "quantity": "1"},
  {"title": "Egyptian Cotton Sheets for Queen Size Bed, Certified 800 Thread Count Queen sheet set, Luxury Sateen Weave Cotton Queen Bed Sheets queen sheets deep pocket, Egyptian Cotton Sheets Queen Size - White", "asin": "B01M7Z2F53", "price": "$74.56", "quantity": "1"},
  {"title": "Portable Mini Humidifier, 500ml Small Cool Mist Humidifier, USB Personal Desktop Humidifiers for Baby Bedroom Travel Office Home, Auto Shut-Off, 2 Mist Modes, Super Quiet, White", "asin": "B07Z64CSTJ", "price": "$15.99", "quantity": "1"},
  {"title": "SONGMICS Closet Wardrobe and Portable Closet Bundle, Wardrobe Closet Organizer with Cover, Clothes Rail with Non-Woven Fabric Cover, Clothes Storage Organizer, Black URYG02BK and URYG094B02", "asin": "B0C9Y5XFLD", "price": "$89.29"},
  {"title": "LOKEME Wardrobe Closet,Portable Closet for Bedroom Steel Pipe Diameter 19mm Strong and Sturdy Black Portable Closets for Hanging Clothes with 3 Hanging rods, 6 Storage Shelves and Side Pockets", "asin": "B0CP56BTKP", "price": "$49.99", "quantity": "1"},
  {"title": "TBC The Best Crafts Paint Sticks,12 Classic Colors, Washable Paint, Non-Toxic, Tempera Paint Sticks for Kids and Students", "asin": "B08BFYBTKY", "price": "$9.99", "quantity": "1"},
  {"title": "Prang (Formerly SunWorks) Construction Paper, White, 9\" x 12\", 100 Sheets", "asin": "B0017OHG1O", "price": "$4.57", "quantity": "1"},
  {"title": "SmartyPants Toddler Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Biotin, Beta Carotene, Gluten Free, Three Fruit Flavors, 90 Count (30 Day Supply)", "asin": "B07B6KC1PQ", "price": "$18.59", "quantity": "1"},
  {"title": "Space Heater, Portable Electric Heater with Remote for Indoor Use, 1-12H Timer, Digital Display, Eco and Fan Mode,1500W PTC Ceramic Fast Safety Heat for Office, Bedroom, Tiny Home, Garage, Desk", "asin": "B0D9BD5HNQ", "price": "$30.25", "quantity": "1"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$4.49"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.36"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"}],
  "product_details": [{"asin": "B015TKPT1A"},
  {"title": "NOCO Boost Sport GB20 500A UltraSafe Car Battery Jump Starter, 12V Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 4.0L Gasoline Engines"},
  {"price": "$79.95"},
  {"bullet_list": "Start Dead Batteries - Safely jump start a dead battery in seconds with this compact, yet powerful, 500-amp lithium battery jump starter - up to 20 jump starts on a single charge - and rated for gasoline engines up to 4.0-liters. UltraSafe - Safe and easy-to-use car jumper starter and jump pack without worrying about incorrect connections or sparks. Safely connect to any 12-volt vehicle with our mistake-proof design featuring spark-proof technology and reverse polarity protection. Multi-Function - It's a car jump starter, portable power bank, and LED flashlight. Recharge smartphones, tablets, and other USB-C devices. It's easily rechargeable from any powered USB-C port in 3-hours at 2.1-amps. Plus, an integrated 100-lumen LED flashlight with seven light modes, including emergency strobe and SOS. Advanced Design - Our most advanced car battery charger jump starter ever. Featuring high-discharge lithium technology for safe operation in any climate. A rugged and water-resistant enclosure rated at IP65. A rubberized over-molded casing to prevent scratching or marring of surfaces. And an ultra-compact and lightweight design weighing just 2.4 pounds. In The Box - GB20 UltraSafe Portable Car Jump Starter, Heavy Duty Booster Clamps, USB-C Charging Cable, Microfiber Storage Bag, User Guide, 1-Year Warranty, and Designed in the USA."}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1 "}],
  "promotion_items": [{"title": "NOCO Boost Plus GB40 1000A UltraSafe Car Battery Jump Starter, 12V Jump Starter Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 6.0L Gasoline and 3.0L Diesel Engines", "asin": "B015TKUPIC", "price": "$99.95", "quantity": ""},
  {"title": "NOCO GENIUS1, 1A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W46BX31", "price": "$29.95", "quantity": ""},
  {"title": "NOCO GENIUS5, 5A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W8KJH44", "price": "$69.95", "quantity": ""},
  {"title": "NOCO GENIUS2, 2A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W6B987F", "price": "$49.95", "quantity": ""},
  {"title": "AstroAI S8 Car Battery Jump Starter, 1500A Peak Car Jumper Starter Battery Pack for Up to 6.0L Gas & 3.0L Diesel Engines, 12V Portable Jump Box with 3 Modes Flashlight and Jumper Cable (Orange)", "asin": "B0BZP6HCVS", "price": "$39.99", "quantity": ""},
  {"title": "Scatach 011 3000A Car Battery Jump Starter,12V Jump Starter Battery Pack (up to 9.0L Gasoline and 7.0L Diesel Engine), Portable Jump Box with 3 Modes Flashlight and Jumper Cable", "asin": "B0CGCRHS2Z", "price": "$36.99", "quantity": ""},
  {"title": "3000A Jump Starter, 24000mAh Car Battery Jump Starter (up to 8.0L Gas and 8.0L Dies...", "asin": "B09TP2B11R", "price": "$49.99", "quantity": ""},
  {"title": "NOCO Boost Air AX65: 2000A Jump Starter with 22A 100 PSI Air Compressor Tire Inflator - 8.0L Gasoline and 6.0L Diesel Engines - Inflating Tires from 0-40 PSI in 2.0 Minutes", "asin": "B0DW6CNNJJ", "price": "$209.96", "quantity": ""},
  {"title": "MEGAWISE 1500A Peak 16800mAh Car Battery Jump Starter Booster (up to 7L Gas or 5L Diesel Engines), 12V Portable Power with Dual USB Outputs & Flashlight 2023 Upgraded Extremely Safe", "asin": "B08FD6Y933", "price": "$37.89", "quantity": ""},
  {"title": "Car Battery Jump Starter and Battery Tester TOPDON 2-in-1 2200A Peak Battery Jump Starter for Up to 8L Gas/6L Diesel Engines 12V Portable Battery Booster and Tester, Black", "asin": "B079DP5ZC9", "price": "$119.99", "quantity": ""},
  {"title": "Portable Car Battery Jump Starter - 12V Battery Booster Pack, Jump Box, Portable Car Jump Starter with Air Compressor, 3500A, 150PSI, 12V (All Gas/10L Diesel) Large LCD Display", "asin": "B0D2DD7N2N", "price": "$59.99", "quantity": ""},
  {"title": "DBPOWER Peak 1600A Portable Car Jump Starter(up to 7.2 Gas, 5.5L Diesel Engines) Battery Booster with Smart Charging Port, LCD Display, Intelligent Jumper Clamps, Compass and LED Light(Yellow)", "asin": "B01D42U0VO", "price": "$37.09", "quantity": ""}],
  "comparison_items": [{"title": "NOCO Boost Sport GB20 500A UltraSafe Car Battery Jump Starter, 12V Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 4.0L Gasoline Engines", "asin": "B015TKPT1A", "price": "$79.95"},
  {"title": "AstroAI S8 Car Battery Jump Starter, 1500A Peak Car Jumper Starter Battery Pack for Up to 6.0L Gas & 3.0L Diesel Engines, 12V Portable Jump Box with 3 Modes Flashlight and Jumper Cable (Orange)", "asin": "B0BZP6HCVS", "price": "$39.99"},
  {"title": "NEXPOW Car Jump Starter Car Battery Jump Starter Pack 1500A Peak Q10S for Up to 7.0L Gas and 5.5L Diesel Engine12V Auto Battery Booster,Jumper Cables Portable Lithium Jump Box with LED Light/USB QC3.0", "asin": "B09F9CR89W", "price": "$39.99"},
  {"title": "NOCO Boost X GBX55 1750A 12V UltraSafe Portable Lithium Jump Starter, Car Battery Booster Pack, USB-C Powerbank Charger, and Jumper Cables for up to 7.5-Liter Gas and 5.0-Liter Diesel Engines", "asin": "B08WZKRHZZ", "price": "$174.95"},
  {"title": "AVAPOW Car Battery Jump Starter 4000A Peak,12V Portable Jumpstart Box for Up to 10L Gas 10L Diesel Engine,PD 60W Fast Charging Lithium Jump Starters Charger Pack", "asin": "B0BJ5N8SN7", "price": "$79.99"},
  {"title": "NOCO Boost X GBX45 1250A 12V UltraSafe Portable Lithium Jump Starter, Car Battery Booster Pack, USB-C Powerbank Charger, and Jumper Cables for up to 6.5-Liter Gas and 4.0-Liter Diesel Engines", "asin": "B0924V8SPC", "price": "$124.95"}]
  <|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": "2025-04-04T04:16:13.804Z", // 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": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
  <|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": "jump starter"}],
  "cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "4"},
  {"title": "ZARPAX Hanging Moisture Absorber Activated Charcoal 10.6 oz/300g | Moisture Absorbing Bags for Bathroom, Closet & Kitchen | Removes Moisture, Humidity & Odors | Portable Dehumidifier | Set Of 10", "asin": "B0BTK8T3FN", "price": "$24.99", "quantity": "1"},
  {"title": "AMUU Rubber Bands Small 650 pcs size16 Rubber Bands 38mm #16 Rubber Band for Office Supplies School Home Elastic Band", "asin": "B09WMYT7N3", "price": "$7.99", "quantity": "1"},
  {"title": "Yizosh Metal Garage Storage Cabinet with 2 Doors and 5 Adjustable Shelves - 71\" Steel Lockable File Cabinet,Locking Tool Cabinets for Office,Home,Garage,Gym,School (White)", "asin": "B0B3MBKVBV", "price": "$139.99", "quantity": "1"},
  {"title": "Crocs Unisex Classic Clogs, Atmosphere, Numeric_11 US Men", "asin": "B0BFNLJX4P", "price": "$42.56", "quantity": "1"},
  {"title": "Car Apple Carplay Cable\uff0cUSB A to Lightning Cable 3FT Compatible with iPhone 14 13 12 11 Pro Max XR XS X Charger Cord\uff0cCar Charging Cord", "asin": "B0D7CMYFC5", "price": "$8.99", "quantity": "1"},
  {"title": "SmartyPants Kids Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Vitamin D3, C, Vitamin B12, B6, A, K & Zinc for Immune Support, Biotin, Gluten Free, Three Fruit Flavors, 120 Count (30 Day Supply)", "asin": "B004QQ9LVS", "price": "$16.32", "quantity": "1"},
  {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "quantity": "1"},
  {"title": "AROIC 8PCS Washable Finger Paint for Kids, Non-Toxic Finger Paint 8Colors, Art Painting Supplies for Toddlers, Finger Painting Supplies for Kids Boys Girls Gifts, Hand Painting DIY Crafts", "asin": "B0C6D2QWCZ", "price": "$7.99", "quantity": "1"},
  {"title": "Egyptian Cotton Sheets for Queen Size Bed, Certified 800 Thread Count Queen sheet set, Luxury Sateen Weave Cotton Queen Bed Sheets queen sheets deep pocket, Egyptian Cotton Sheets Queen Size - White", "asin": "B01M7Z2F53", "price": "$74.56", "quantity": "1"},
  {"title": "Portable Mini Humidifier, 500ml Small Cool Mist Humidifier, USB Personal Desktop Humidifiers for Baby Bedroom Travel Office Home, Auto Shut-Off, 2 Mist Modes, Super Quiet, White", "asin": "B07Z64CSTJ", "price": "$15.99", "quantity": "1"},
  {"title": "SONGMICS Closet Wardrobe and Portable Closet Bundle, Wardrobe Closet Organizer with Cover, Clothes Rail with Non-Woven Fabric Cover, Clothes Storage Organizer, Black URYG02BK and URYG094B02", "asin": "B0C9Y5XFLD", "price": "$89.29"},
  {"title": "LOKEME Wardrobe Closet,Portable Closet for Bedroom Steel Pipe Diameter 19mm Strong and Sturdy Black Portable Closets for Hanging Clothes with 3 Hanging rods, 6 Storage Shelves and Side Pockets", "asin": "B0CP56BTKP", "price": "$49.99", "quantity": "1"},
  {"title": "TBC The Best Crafts Paint Sticks,12 Classic Colors, Washable Paint, Non-Toxic, Tempera Paint Sticks for Kids and Students", "asin": "B08BFYBTKY", "price": "$9.99", "quantity": "1"},
  {"title": "Prang (Formerly SunWorks) Construction Paper, White, 9\" x 12\", 100 Sheets", "asin": "B0017OHG1O", "price": "$4.57", "quantity": "1"},
  {"title": "SmartyPants Toddler Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Biotin, Beta Carotene, Gluten Free, Three Fruit Flavors, 90 Count (30 Day Supply)", "asin": "B07B6KC1PQ", "price": "$18.59", "quantity": "1"},
  {"title": "Space Heater, Portable Electric Heater with Remote for Indoor Use, 1-12H Timer, Digital Display, Eco and Fan Mode,1500W PTC Ceramic Fast Safety Heat for Office, Bedroom, Tiny Home, Garage, Desk", "asin": "B0D9BD5HNQ", "price": "$30.25", "quantity": "1"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$4.49"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.36"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"}],
  "product_details": [{"asin": "B015TKPT1A"},
  {"title": "NOCO Boost Sport GB20 500A UltraSafe Car Battery Jump Starter, 12V Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 4.0L Gasoline Engines"},
  {"price": "$79.95"},
  {"bullet_list": "Start Dead Batteries - Safely jump start a dead battery in seconds with this compact, yet powerful, 500-amp lithium battery jump starter - up to 20 jump starts on a single charge - and rated for gasoline engines up to 4.0-liters. UltraSafe - Safe and easy-to-use car jumper starter and jump pack without worrying about incorrect connections or sparks. Safely connect to any 12-volt vehicle with our mistake-proof design featuring spark-proof technology and reverse polarity protection. Multi-Function - It's a car jump starter, portable power bank, and LED flashlight. Recharge smartphones, tablets, and other USB-C devices. It's easily rechargeable from any powered USB-C port in 3-hours at 2.1-amps. Plus, an integrated 100-lumen LED flashlight with seven light modes, including emergency strobe and SOS. Advanced Design - Our most advanced car battery charger jump starter ever. Featuring high-discharge lithium technology for safe operation in any climate. A rugged and water-resistant enclosure rated at IP65. A rubberized over-molded casing to prevent scratching or marring of surfaces. And an ultra-compact and lightweight design weighing just 2.4 pounds. In The Box - GB20 UltraSafe Portable Car Jump Starter, Heavy Duty Booster Clamps, USB-C Charging Cable, Microfiber Storage Bag, User Guide, 1-Year Warranty, and Designed in the USA."}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1 "}],
  "promotion_items": [{"title": "NOCO Boost Plus GB40 1000A UltraSafe Car Battery Jump Starter, 12V Jump Starter Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 6.0L Gasoline and 3.0L Diesel Engines", "asin": "B015TKUPIC", "price": "$99.95", "quantity": ""},
  {"title": "NOCO GENIUS1, 1A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W46BX31", "price": "$29.95", "quantity": ""},
  {"title": "NOCO GENIUS5, 5A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W8KJH44", "price": "$69.95", "quantity": ""},
  {"title": "NOCO GENIUS2, 2A Smart Car Battery Charger, 6V and 12V Automotive Charger, Battery Maintainer, Trickle Charger, Float Charger and Desulfator for Motorcycle, ATV, Lithium and Deep Cycle Batteries", "asin": "B07W6B987F", "price": "$49.95", "quantity": ""},
  {"title": "AstroAI S8 Car Battery Jump Starter, 1500A Peak Car Jumper Starter Battery Pack for Up to 6.0L Gas & 3.0L Diesel Engines, 12V Portable Jump Box with 3 Modes Flashlight and Jumper Cable (Orange)", "asin": "B0BZP6HCVS", "price": "$39.99", "quantity": ""},
  {"title": "Scatach 011 3000A Car Battery Jump Starter,12V Jump Starter Battery Pack (up to 9.0L Gasoline and 7.0L Diesel Engine), Portable Jump Box with 3 Modes Flashlight and Jumper Cable", "asin": "B0CGCRHS2Z", "price": "$36.99", "quantity": ""},
  {"title": "3000A Jump Starter, 24000mAh Car Battery Jump Starter (up to 8.0L Gas and 8.0L Dies...", "asin": "B09TP2B11R", "price": "$49.99", "quantity": ""},
  {"title": "NOCO Boost Air AX65: 2000A Jump Starter with 22A 100 PSI Air Compressor Tire Inflator - 8.0L Gasoline and 6.0L Diesel Engines - Inflating Tires from 0-40 PSI in 2.0 Minutes", "asin": "B0DW6CNNJJ", "price": "$209.96", "quantity": ""},
  {"title": "MEGAWISE 1500A Peak 16800mAh Car Battery Jump Starter Booster (up to 7L Gas or 5L Diesel Engines), 12V Portable Power with Dual USB Outputs & Flashlight 2023 Upgraded Extremely Safe", "asin": "B08FD6Y933", "price": "$37.89", "quantity": ""},
  {"title": "Car Battery Jump Starter and Battery Tester TOPDON 2-in-1 2200A Peak Battery Jump Starter for Up to 8L Gas/6L Diesel Engines 12V Portable Battery Booster and Tester, Black", "asin": "B079DP5ZC9", "price": "$119.99", "quantity": ""},
  {"title": "Portable Car Battery Jump Starter - 12V Battery Booster Pack, Jump Box, Portable Car Jump Starter with Air Compressor, 3500A, 150PSI, 12V (All Gas/10L Diesel) Large LCD Display", "asin": "B0D2DD7N2N", "price": "$59.99", "quantity": ""},
  {"title": "DBPOWER Peak 1600A Portable Car Jump Starter(up to 7.2 Gas, 5.5L Diesel Engines) Battery Booster with Smart Charging Port, LCD Display, Intelligent Jumper Clamps, Compass and LED Light(Yellow)", "asin": "B01D42U0VO", "price": "$37.09", "quantity": ""}],
  "comparison_items": [{"title": "NOCO Boost Sport GB20 500A UltraSafe Car Battery Jump Starter, 12V Battery Pack, Battery Booster, Jump Box, Portable Charger and Jumper Cables for 4.0L Gasoline Engines", "asin": "B015TKPT1A", "price": "$79.95"},
  {"title": "AstroAI S8 Car Battery Jump Starter, 1500A Peak Car Jumper Starter Battery Pack for Up to 6.0L Gas & 3.0L Diesel Engines, 12V Portable Jump Box with 3 Modes Flashlight and Jumper Cable (Orange)", "asin": "B0BZP6HCVS", "price": "$39.99"},
  {"title": "NEXPOW Car Jump Starter Car Battery Jump Starter Pack 1500A Peak Q10S for Up to 7.0L Gas and 5.5L Diesel Engine12V Auto Battery Booster,Jumper Cables Portable Lithium Jump Box with LED Light/USB QC3.0", "asin": "B09F9CR89W", "price": "$39.99"},
  {"title": "NOCO Boost X GBX55 1750A 12V UltraSafe Portable Lithium Jump Starter, Car Battery Booster Pack, USB-C Powerbank Charger, and Jumper Cables for up to 7.5-Liter Gas and 5.0-Liter Diesel Engines", "asin": "B08WZKRHZZ", "price": "$174.95"},
  {"title": "AVAPOW Car Battery Jump Starter 4000A Peak,12V Portable Jumpstart Box for Up to 10L Gas 10L Diesel Engine,PD 60W Fast Charging Lithium Jump Starters Charger Pack", "asin": "B0BJ5N8SN7", "price": "$79.99"},
  {"title": "NOCO Boost X GBX45 1250A 12V UltraSafe Portable Lithium Jump Starter, Car Battery Booster Pack, USB-C Powerbank Charger, and Jumper Cables for up to 6.5-Liter Gas and 4.0-Liter Diesel Engines", "asin": "B0924V8SPC", "price": "$124.95"}]
  <|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": "2025-04-04T04:16:13.804Z", // 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>
  