prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
  {"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
  {"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
  {"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:21.185Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:29:28.090Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:29:29.216Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:29.373Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:30.377Z", "action": "input", "action_argument": "cabin air filter subaru forester 2020"}
  {"timestamp": "2025-04-21T19:29:32.731Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:44.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:30:11.876Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:30:15.477Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:30:17.443Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:31:00.611Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:31:06.787Z", "action": "input", "action_argument": "engin"}
  {"timestamp": "2025-04-21T19:31:06.870Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:31:10.123Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:12.310Z", "action": "input", "action_argument": "engine air filter and "}
  {"timestamp": "2025-04-21T19:31:12.418Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:31:13.510Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:19.324Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:36.428Z", "action": "click_product", "action_argument": "B0DC6MJ3SP"}
  {"timestamp": "2025-04-21T19:32:59.010Z", "action": "purchase", "action_argument": "B0DC6MJ3SP"}
  {"timestamp": "2025-04-21T19:33:01.756Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T19:33:10.911Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T19:33:20.255Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:33:26.185Z", "action": "purchase", "action_argument": "B0DC6MJ3SP, B01FFOY006"}
  {"timestamp": "2025-04-23T13:00:14.715Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T13:57:33.298Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T13:57:33.758Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T13:57:59.984Z", "action": "click_product", "action_argument": "B0CW1QNTB7"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "RVgolf Engine+Cabin Air Filters Fit for Subaru Forester 2.5L 2023 2022 2021 2020 2019 Engine Air Filter Replacement Cabin Air Filter Accessories# 72880-FL000 16546AA16A", "asin": "B0DC6MJ3SP", "price": "$24.99", "quantity": "1"},
  {"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
  {"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$15.23"},
  {"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
  {"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$9.06"},
  {"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
  {"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
  "product_details": [{"asin": "B0813NBR5N"},
  {"title": "BIIB Dad Gifts for Anniversary Fathers Day, 9 in 1 Multitool Pen, Gifts for Dad Who Wants Nothing, Birthday Graduation Gifts for Men, Cool Gadgets for Men, Useful Tools"},
  {"price": "$12.99"},
  {"bullet_list": "Great Mens Gifts: BIIB multi-tool pen with personalized gifts box are unique gifts for dad, men, husbands, and grandpas on Birthday, Fathers Day, Thanksgiving Day, Anniversary and more. Anyone who receives a BIIB multifunctional pen as a gift will love it Gifts for Men Who Want Nothing: The packaging of this 9-in-1 multitool pen is exquisite, and comes with three extra replacement refills and three replacement batteries, very suitable as a gift for your loved one on Birthday, Fathers Day and daily life 9-in-1 Multitool Pen Set: The multifunction tool pen comes with 9 very handy functions: twist ballpoint pen/ ruler/ screwdriver (Flat & Phillips)/ bottle opener (can act as phone holder)/ stylus/ level/ LED flashlight Fathers Day Gifts: The 9-in-1 tool pen is made of super-strong aluminum material to be used for a long time, due to its small size and unique design. It is not only a tool in daily use, but also a cool Fathers Day gift for men, easy to use and carry Great Service and How To Use: If you have any questions, please contact us, and we'll serve you the best. Regarding how to take out the stylus pen and screwdriver. ROTATE the front end of the pen to get the tools for use"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Silver"}],
  "promotion_items": [{"title": "18 in 1 Snowflake Multi Tool for Man,Stainless Steel Snowflake Multitool Stocking Stuffers for Father,Husband,Boyfriend,Snowflake Wrench/Bottle Opener/Screwdriver Kit for Christmas Gifts (Black)", "asin": "B0DZHBLH3R", "price": "$6.99", "quantity": ""},
  {"title": "QWQJ Gifts for Men Him, Eight in 1 Multi Tool Pen Gadgets for Birthday Gifts for Men, Multifunctional Tool Pen Gifts for Dad", "asin": "B0DZWRD59Y", "price": "$7.49", "quantity": ""},
  {"title": "NAYSAYE Dad Gifts, Gifts for men, Snowflake Multitool 18-in-1 Pocket Gadget, Perfect for Camping, Hiking, and Everyday Use, Unique Birthday Gifts for Him, Made of Durable Rust-Free Steel (Silver)", "asin": "B0DSPVHRKL", "price": "$9.90", "quantity": ""},
  {"title": "Gifts for Men Him Dad, Survival Kit and Equipment 24 Pcs, Valentines Gifts for him, Christmas Stocking Stuffers,Camping Essentials, Survival Gear, Cool Gadgets for Men \ufeff", "asin": "B0DWMPCS67", "price": "$16.99", "quantity": ""},
  {"title": "Multi Tool Pens, 30 Pcs 6-in-1Multitool Pen with 30 Pcs Refills, Screwdriver, Ruler, Level Gauge, Ballpoint, Stylus, Unique Gifts for Men, Funny Gift for Father's Day Valentines or Birthdays Gifts", "asin": "B0DSJ88BKL", "price": "$21.99", "quantity": ""},
  {"title": "Personalized Toiletry Bag for Men, Engraved Name & Text, Father's Day Gifts for Men, Dad, Leather Men's Toiletry Bag for Traveling, Customized Birthday Gift for Husband, Grandpa, Lover", "asin": "/promo/A1GAGK2VY01NI8", "price": "$16.99", "quantity": ""},
  {"title": "RAK Multitool Pen 2-Pack - Multi-Tool Pens with LED Light, Flathead & Phillips Screwdrivers, Level, Ruler, Bottle Opener, and Stylus. Gift-Ready Box with Ink Refills & Batteries. Great for EDC.", "asin": "B081M8F7N7", "price": "$17.99", "quantity": ""},
  {"title": "Telescoping Magnetic Pickup Tools Set 2PCS, Birthday Gift for Men Dad Husband Boyfriend, 360\u00b0 Flexible Extendable Magnet Pickup Tool, Useful Cool Gadget for Men", "asin": "B0D17TPX9Z", "price": "$11.99", "quantity": ""},
  {"title": "Gifts for Men Him Dad, Pocket Multitool Knife, Christmas Stocking Stuffers for Men, Anniversary Birthday Gifts for Husband, Boyfriend, Guy, Groomsmen, Fathers Day, Gadget for Hiking, Camping, Outdoor", "asin": "B08QVQG819", "price": "$10.99", "quantity": ""},
  {"title": "MOSSY OAK Multitool, 21-in-1 Stainless Steel Pocket Knife with Screwdriver Sleeve, Self-locking Pliers with Sheath-Perfect for Outdoor, Survival, Camping, Hiking, Simple Repair", "asin": "B084VJFX9M", "price": "$23.79", "quantity": ""},
  {"title": "Gifts for Men Him Dad Boyfriend,Multitool Pocket Knife for Men,Anniversary Christmas Gifts for Birthday,Hiking Camping Knife with Screwdrivers Pliers Bottle Opener", "asin": "B0C1936XL3", "price": "$14.44", "quantity": ""},
  {"title": "Sharp Pebble Premium Whetstone Knife Sharpening Stone 2 Side Grit 1000/6000 Waterstone- Whetstone Knife Sharpener- NonSlip Bamboo Base & Angle Guide", "asin": "B01FZZUL30", "price": "$33.97", "quantity": ""},
  {"title": "EDC Pocket Knife - 7CR13Mov Steel Tanto Blade, Slim Survival Knife with Clip and Li...", "asin": "B0B824PKTF", "price": "$7.99", "quantity": ""},
  {"title": "VIBELITE Extendable Magnetic Flashlight with Telescoping Magnet Pickup Tool-Cool Gadget Gifts for Him, Husband, Men, Dad, Father, Mechanic,Tech, Handyman, Boyfriend, Women, Silve", "asin": "B07CZ95C79", "price": "$18.99", "quantity": ""},
  {"title": "Large Power Tool Organizer Wall Mount, Garage Storage Cordless Tool Organizer with ...", "asin": "B0DT688QSB", "price": "$47.49", "quantity": ""},
  {"title": "RUSH DEER 16-in-1 Multitool, Gifts for Dad, Hammer Multi tool, Utility Knife Multitools for Men, Survival Gear and Supplies, Christmas Gift for Boy Husbands", "asin": "B08ZD14JHV", "price": "$28.49", "quantity": ""},
  {"title": "CCCEI Modular Power Tool Organizer Wall Mount with Charging Station. Garage 4 Drill Storage Shelf with Hooks, Screwdriver, Drill Bit Heavy Duty Rack, Tool Battery Holder Built in 8 Outlet Power Strip.", "asin": "B0BMFW2WG5", "price": "$52.48", "quantity": ""},
  {"title": "Father\u2019s Day Gifts for Dad \u2013 9-in-1 Multi-Tool Pen with Engraved Keychain, Unique D...", "asin": "B0DZ2HWTK4", "price": "$3.99", "quantity": ""},
  {"title": "EDC Pry Bar Multitool with Bi-Directional Ratchet Screwdriver & Everlasting Pen, Wrenches, Crowbar, Bottle and Box Openers - Your Versatile Companion for Everyday Carry and Camping Accessories", "asin": "B0CKLPKJ92", "price": "$36.99", "quantity": ""},
  {"title": "Fathers Day Dad Gifts from Daughter & Son - Multitool Trowel Mens Gift Idea Lightwe...", "asin": "B0D9J4GQ4Z", "price": "$15.99", "quantity": ""}],
  "comparison_items": [{"title": "BIIB\u00a0Dad Gifts for Anniversary Fathers Day, 9 in 1 Multitool Pen, Gifts for Dad Who Wants Nothing, Birthday Graduation Gifts for Men, Cool Gadgets for Men, Useful Tools", "asin": "B0813NBR5N", "price": "$12.99"},
  {"title": "BIIB\u00a0Dad Gifts for Fathers Day, 9 in 1 Multitool Pen, Mens Gifts for Dad Him Husband, Anniversary Father's Day Gifts for dad who wants nothing, Birthday Graduation Gifts for Men, Tools Cool Gadgets", "asin": "B0813NDWSD", "price": "$12.99"},
  {"title": "KEZKALS\u00a0Dad Gifts for Fathers Day, 9 in 1 Multitool Pen, Fathers Day Mens Gifts from Daughter Wife Son, Birthday Gifts for Men Him Grandpa, Father's Day Gifts for Dad Who Have Everything, Cool Gadgets", "asin": "B09QM6GZ4R", "price": "$12.99"},
  {"title": "Trealop\u00a0Gifts for Him Fathers Day Men, 12 in 1 Multitool Pen, Stocking Stuffers Unique Mens Gifts for Dad, Husband, Grandpa, Dad Gifts from Daughter Son, Cool Birthday Gifts Ideas for Men Have Everything", "asin": "B0D4K8GX1K", "price": "$5.99"},
  {"title": "WEARXI\u00a0Gifts for Men, 9 in 1 Multitool Pen Fathers Day Gift from Daughter Son, Mens Gifts for Dad/Him/Husband, Birthday Gift for Men/Boyfriend, Cool Gadgets, Camping Accessories", "asin": "B0B5QH517S", "price": "$13.99"},
  {"title": "PPRAFDD\u00a09 in 1 Multitool Pen Set, Gifts for Men, Multi Tool Pen Set, Mens Gifts for Fathers Day Dad Gifts, Birthday Gifts for Him, Valentines Day Gifts for Him, Stocking Stuffers for Adults Men", "asin": "B0DFPQN22J", "price": "$9.89"}]
  <|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": "2025-05-01T17:16:49.734Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
  {"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
  {"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
  {"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:21.185Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:29:28.090Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:29:29.216Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:29.373Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:30.377Z", "action": "input", "action_argument": "cabin air filter subaru forester 2020"}
  {"timestamp": "2025-04-21T19:29:32.731Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:44.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:30:11.876Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:30:15.477Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:30:17.443Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:31:00.611Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:31:06.787Z", "action": "input", "action_argument": "engin"}
  {"timestamp": "2025-04-21T19:31:06.870Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:31:10.123Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:12.310Z", "action": "input", "action_argument": "engine air filter and "}
  {"timestamp": "2025-04-21T19:31:12.418Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:31:13.510Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:19.324Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:36.428Z", "action": "click_product", "action_argument": "B0DC6MJ3SP"}
  {"timestamp": "2025-04-21T19:32:59.010Z", "action": "purchase", "action_argument": "B0DC6MJ3SP"}
  {"timestamp": "2025-04-21T19:33:01.756Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T19:33:10.911Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T19:33:20.255Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:33:26.185Z", "action": "purchase", "action_argument": "B0DC6MJ3SP, B01FFOY006"}
  {"timestamp": "2025-04-23T13:00:14.715Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T13:57:33.298Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T13:57:33.758Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T13:57:59.984Z", "action": "click_product", "action_argument": "B0CW1QNTB7"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "RVgolf Engine+Cabin Air Filters Fit for Subaru Forester 2.5L 2023 2022 2021 2020 2019 Engine Air Filter Replacement Cabin Air Filter Accessories# 72880-FL000 16546AA16A", "asin": "B0DC6MJ3SP", "price": "$24.99", "quantity": "1"},
  {"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
  {"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$15.23"},
  {"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
  {"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$9.06"},
  {"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
  {"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
  "product_details": [{"asin": "B0813NBR5N"},
  {"title": "BIIB Dad Gifts for Anniversary Fathers Day, 9 in 1 Multitool Pen, Gifts for Dad Who Wants Nothing, Birthday Graduation Gifts for Men, Cool Gadgets for Men, Useful Tools"},
  {"price": "$12.99"},
  {"bullet_list": "Great Mens Gifts: BIIB multi-tool pen with personalized gifts box are unique gifts for dad, men, husbands, and grandpas on Birthday, Fathers Day, Thanksgiving Day, Anniversary and more. Anyone who receives a BIIB multifunctional pen as a gift will love it Gifts for Men Who Want Nothing: The packaging of this 9-in-1 multitool pen is exquisite, and comes with three extra replacement refills and three replacement batteries, very suitable as a gift for your loved one on Birthday, Fathers Day and daily life 9-in-1 Multitool Pen Set: The multifunction tool pen comes with 9 very handy functions: twist ballpoint pen/ ruler/ screwdriver (Flat & Phillips)/ bottle opener (can act as phone holder)/ stylus/ level/ LED flashlight Fathers Day Gifts: The 9-in-1 tool pen is made of super-strong aluminum material to be used for a long time, due to its small size and unique design. It is not only a tool in daily use, but also a cool Fathers Day gift for men, easy to use and carry Great Service and How To Use: If you have any questions, please contact us, and we'll serve you the best. Regarding how to take out the stylus pen and screwdriver. ROTATE the front end of the pen to get the tools for use"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Silver"}],
  "promotion_items": [{"title": "18 in 1 Snowflake Multi Tool for Man,Stainless Steel Snowflake Multitool Stocking Stuffers for Father,Husband,Boyfriend,Snowflake Wrench/Bottle Opener/Screwdriver Kit for Christmas Gifts (Black)", "asin": "B0DZHBLH3R", "price": "$6.99", "quantity": ""},
  {"title": "QWQJ Gifts for Men Him, Eight in 1 Multi Tool Pen Gadgets for Birthday Gifts for Men, Multifunctional Tool Pen Gifts for Dad", "asin": "B0DZWRD59Y", "price": "$7.49", "quantity": ""},
  {"title": "NAYSAYE Dad Gifts, Gifts for men, Snowflake Multitool 18-in-1 Pocket Gadget, Perfect for Camping, Hiking, and Everyday Use, Unique Birthday Gifts for Him, Made of Durable Rust-Free Steel (Silver)", "asin": "B0DSPVHRKL", "price": "$9.90", "quantity": ""},
  {"title": "Gifts for Men Him Dad, Survival Kit and Equipment 24 Pcs, Valentines Gifts for him, Christmas Stocking Stuffers,Camping Essentials, Survival Gear, Cool Gadgets for Men \ufeff", "asin": "B0DWMPCS67", "price": "$16.99", "quantity": ""},
  {"title": "Multi Tool Pens, 30 Pcs 6-in-1Multitool Pen with 30 Pcs Refills, Screwdriver, Ruler, Level Gauge, Ballpoint, Stylus, Unique Gifts for Men, Funny Gift for Father's Day Valentines or Birthdays Gifts", "asin": "B0DSJ88BKL", "price": "$21.99", "quantity": ""},
  {"title": "Personalized Toiletry Bag for Men, Engraved Name & Text, Father's Day Gifts for Men, Dad, Leather Men's Toiletry Bag for Traveling, Customized Birthday Gift for Husband, Grandpa, Lover", "asin": "/promo/A1GAGK2VY01NI8", "price": "$16.99", "quantity": ""},
  {"title": "RAK Multitool Pen 2-Pack - Multi-Tool Pens with LED Light, Flathead & Phillips Screwdrivers, Level, Ruler, Bottle Opener, and Stylus. Gift-Ready Box with Ink Refills & Batteries. Great for EDC.", "asin": "B081M8F7N7", "price": "$17.99", "quantity": ""},
  {"title": "Telescoping Magnetic Pickup Tools Set 2PCS, Birthday Gift for Men Dad Husband Boyfriend, 360\u00b0 Flexible Extendable Magnet Pickup Tool, Useful Cool Gadget for Men", "asin": "B0D17TPX9Z", "price": "$11.99", "quantity": ""},
  {"title": "Gifts for Men Him Dad, Pocket Multitool Knife, Christmas Stocking Stuffers for Men, Anniversary Birthday Gifts for Husband, Boyfriend, Guy, Groomsmen, Fathers Day, Gadget for Hiking, Camping, Outdoor", "asin": "B08QVQG819", "price": "$10.99", "quantity": ""},
  {"title": "MOSSY OAK Multitool, 21-in-1 Stainless Steel Pocket Knife with Screwdriver Sleeve, Self-locking Pliers with Sheath-Perfect for Outdoor, Survival, Camping, Hiking, Simple Repair", "asin": "B084VJFX9M", "price": "$23.79", "quantity": ""},
  {"title": "Gifts for Men Him Dad Boyfriend,Multitool Pocket Knife for Men,Anniversary Christmas Gifts for Birthday,Hiking Camping Knife with Screwdrivers Pliers Bottle Opener", "asin": "B0C1936XL3", "price": "$14.44", "quantity": ""},
  {"title": "Sharp Pebble Premium Whetstone Knife Sharpening Stone 2 Side Grit 1000/6000 Waterstone- Whetstone Knife Sharpener- NonSlip Bamboo Base & Angle Guide", "asin": "B01FZZUL30", "price": "$33.97", "quantity": ""},
  {"title": "EDC Pocket Knife - 7CR13Mov Steel Tanto Blade, Slim Survival Knife with Clip and Li...", "asin": "B0B824PKTF", "price": "$7.99", "quantity": ""},
  {"title": "VIBELITE Extendable Magnetic Flashlight with Telescoping Magnet Pickup Tool-Cool Gadget Gifts for Him, Husband, Men, Dad, Father, Mechanic,Tech, Handyman, Boyfriend, Women, Silve", "asin": "B07CZ95C79", "price": "$18.99", "quantity": ""},
  {"title": "Large Power Tool Organizer Wall Mount, Garage Storage Cordless Tool Organizer with ...", "asin": "B0DT688QSB", "price": "$47.49", "quantity": ""},
  {"title": "RUSH DEER 16-in-1 Multitool, Gifts for Dad, Hammer Multi tool, Utility Knife Multitools for Men, Survival Gear and Supplies, Christmas Gift for Boy Husbands", "asin": "B08ZD14JHV", "price": "$28.49", "quantity": ""},
  {"title": "CCCEI Modular Power Tool Organizer Wall Mount with Charging Station. Garage 4 Drill Storage Shelf with Hooks, Screwdriver, Drill Bit Heavy Duty Rack, Tool Battery Holder Built in 8 Outlet Power Strip.", "asin": "B0BMFW2WG5", "price": "$52.48", "quantity": ""},
  {"title": "Father\u2019s Day Gifts for Dad \u2013 9-in-1 Multi-Tool Pen with Engraved Keychain, Unique D...", "asin": "B0DZ2HWTK4", "price": "$3.99", "quantity": ""},
  {"title": "EDC Pry Bar Multitool with Bi-Directional Ratchet Screwdriver & Everlasting Pen, Wrenches, Crowbar, Bottle and Box Openers - Your Versatile Companion for Everyday Carry and Camping Accessories", "asin": "B0CKLPKJ92", "price": "$36.99", "quantity": ""},
  {"title": "Fathers Day Dad Gifts from Daughter & Son - Multitool Trowel Mens Gift Idea Lightwe...", "asin": "B0D9J4GQ4Z", "price": "$15.99", "quantity": ""}],
  "comparison_items": [{"title": "BIIB\u00a0Dad Gifts for Anniversary Fathers Day, 9 in 1 Multitool Pen, Gifts for Dad Who Wants Nothing, Birthday Graduation Gifts for Men, Cool Gadgets for Men, Useful Tools", "asin": "B0813NBR5N", "price": "$12.99"},
  {"title": "BIIB\u00a0Dad Gifts for Fathers Day, 9 in 1 Multitool Pen, Mens Gifts for Dad Him Husband, Anniversary Father's Day Gifts for dad who wants nothing, Birthday Graduation Gifts for Men, Tools Cool Gadgets", "asin": "B0813NDWSD", "price": "$12.99"},
  {"title": "KEZKALS\u00a0Dad Gifts for Fathers Day, 9 in 1 Multitool Pen, Fathers Day Mens Gifts from Daughter Wife Son, Birthday Gifts for Men Him Grandpa, Father's Day Gifts for Dad Who Have Everything, Cool Gadgets", "asin": "B09QM6GZ4R", "price": "$12.99"},
  {"title": "Trealop\u00a0Gifts for Him Fathers Day Men, 12 in 1 Multitool Pen, Stocking Stuffers Unique Mens Gifts for Dad, Husband, Grandpa, Dad Gifts from Daughter Son, Cool Birthday Gifts Ideas for Men Have Everything", "asin": "B0D4K8GX1K", "price": "$5.99"},
  {"title": "WEARXI\u00a0Gifts for Men, 9 in 1 Multitool Pen Fathers Day Gift from Daughter Son, Mens Gifts for Dad/Him/Husband, Birthday Gift for Men/Boyfriend, Cool Gadgets, Camping Accessories", "asin": "B0B5QH517S", "price": "$13.99"},
  {"title": "PPRAFDD\u00a09 in 1 Multitool Pen Set, Gifts for Men, Multi Tool Pen Set, Mens Gifts for Fathers Day Dad Gifts, Birthday Gifts for Him, Valentines Day Gifts for Him, Stocking Stuffers for Adults Men", "asin": "B0DFPQN22J", "price": "$9.89"}]
  <|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": "2025-05-01T17:16:49.734Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
  {"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
  {"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
  {"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
  {"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
  {"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
  {"timestamp": "2025-04-21T19:29:21.185Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:29:28.090Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:29:29.216Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:29.373Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:30.377Z", "action": "input", "action_argument": "cabin air filter subaru forester 2020"}
  {"timestamp": "2025-04-21T19:29:32.731Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:29:44.181Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:30:11.876Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T19:30:15.477Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:30:17.443Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-21T19:31:00.611Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:31:06.787Z", "action": "input", "action_argument": "engin"}
  {"timestamp": "2025-04-21T19:31:06.870Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:31:10.123Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:12.310Z", "action": "input", "action_argument": "engine air filter and "}
  {"timestamp": "2025-04-21T19:31:12.418Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T19:31:13.510Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:19.324Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T19:31:36.428Z", "action": "click_product", "action_argument": "B0DC6MJ3SP"}
  {"timestamp": "2025-04-21T19:32:59.010Z", "action": "purchase", "action_argument": "B0DC6MJ3SP"}
  {"timestamp": "2025-04-21T19:33:01.756Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T19:33:10.911Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T19:33:20.255Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T19:33:26.185Z", "action": "purchase", "action_argument": "B0DC6MJ3SP, B01FFOY006"}
  {"timestamp": "2025-04-23T13:00:14.715Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-23T13:57:33.298Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T13:57:33.758Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-23T13:57:59.984Z", "action": "click_product", "action_argument": "B0CW1QNTB7"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": ""}],
  "cart_items": [{"title": "RVgolf Engine+Cabin Air Filters Fit for Subaru Forester 2.5L 2023 2022 2021 2020 2019 Engine Air Filter Replacement Cabin Air Filter Accessories# 72880-FL000 16546AA16A", "asin": "B0DC6MJ3SP", "price": "$24.99", "quantity": "1"},
  {"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
  {"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$15.23"},
  {"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
  {"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$9.06"},
  {"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
  {"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
  "product_details": [{"asin": "B0813NBR5N"},
  {"title": "BIIB Dad Gifts for Anniversary Fathers Day, 9 in 1 Multitool Pen, Gifts for Dad Who Wants Nothing, Birthday Graduation Gifts for Men, Cool Gadgets for Men, Useful Tools"},
  {"price": "$12.99"},
  {"bullet_list": "Great Mens Gifts: BIIB multi-tool pen with personalized gifts box are unique gifts for dad, men, husbands, and grandpas on Birthday, Fathers Day, Thanksgiving Day, Anniversary and more. Anyone who receives a BIIB multifunctional pen as a gift will love it Gifts for Men Who Want Nothing: The packaging of this 9-in-1 multitool pen is exquisite, and comes with three extra replacement refills and three replacement batteries, very suitable as a gift for your loved one on Birthday, Fathers Day and daily life 9-in-1 Multitool Pen Set: The multifunction tool pen comes with 9 very handy functions: twist ballpoint pen/ ruler/ screwdriver (Flat & Phillips)/ bottle opener (can act as phone holder)/ stylus/ level/ LED flashlight Fathers Day Gifts: The 9-in-1 tool pen is made of super-strong aluminum material to be used for a long time, due to its small size and unique design. It is not only a tool in daily use, but also a cool Fathers Day gift for men, easy to use and carry Great Service and How To Use: If you have any questions, please contact us, and we'll serve you the best. Regarding how to take out the stylus pen and screwdriver. ROTATE the front end of the pen to get the tools for use"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "Silver"}],
  "promotion_items": [{"title": "18 in 1 Snowflake Multi Tool for Man,Stainless Steel Snowflake Multitool Stocking Stuffers for Father,Husband,Boyfriend,Snowflake Wrench/Bottle Opener/Screwdriver Kit for Christmas Gifts (Black)", "asin": "B0DZHBLH3R", "price": "$6.99", "quantity": ""},
  {"title": "QWQJ Gifts for Men Him, Eight in 1 Multi Tool Pen Gadgets for Birthday Gifts for Men, Multifunctional Tool Pen Gifts for Dad", "asin": "B0DZWRD59Y", "price": "$7.49", "quantity": ""},
  {"title": "NAYSAYE Dad Gifts, Gifts for men, Snowflake Multitool 18-in-1 Pocket Gadget, Perfect for Camping, Hiking, and Everyday Use, Unique Birthday Gifts for Him, Made of Durable Rust-Free Steel (Silver)", "asin": "B0DSPVHRKL", "price": "$9.90", "quantity": ""},
  {"title": "Gifts for Men Him Dad, Survival Kit and Equipment 24 Pcs, Valentines Gifts for him, Christmas Stocking Stuffers,Camping Essentials, Survival Gear, Cool Gadgets for Men \ufeff", "asin": "B0DWMPCS67", "price": "$16.99", "quantity": ""},
  {"title": "Multi Tool Pens, 30 Pcs 6-in-1Multitool Pen with 30 Pcs Refills, Screwdriver, Ruler, Level Gauge, Ballpoint, Stylus, Unique Gifts for Men, Funny Gift for Father's Day Valentines or Birthdays Gifts", "asin": "B0DSJ88BKL", "price": "$21.99", "quantity": ""},
  {"title": "Personalized Toiletry Bag for Men, Engraved Name & Text, Father's Day Gifts for Men, Dad, Leather Men's Toiletry Bag for Traveling, Customized Birthday Gift for Husband, Grandpa, Lover", "asin": "/promo/A1GAGK2VY01NI8", "price": "$16.99", "quantity": ""},
  {"title": "RAK Multitool Pen 2-Pack - Multi-Tool Pens with LED Light, Flathead & Phillips Screwdrivers, Level, Ruler, Bottle Opener, and Stylus. Gift-Ready Box with Ink Refills & Batteries. Great for EDC.", "asin": "B081M8F7N7", "price": "$17.99", "quantity": ""},
  {"title": "Telescoping Magnetic Pickup Tools Set 2PCS, Birthday Gift for Men Dad Husband Boyfriend, 360\u00b0 Flexible Extendable Magnet Pickup Tool, Useful Cool Gadget for Men", "asin": "B0D17TPX9Z", "price": "$11.99", "quantity": ""},
  {"title": "Gifts for Men Him Dad, Pocket Multitool Knife, Christmas Stocking Stuffers for Men, Anniversary Birthday Gifts for Husband, Boyfriend, Guy, Groomsmen, Fathers Day, Gadget for Hiking, Camping, Outdoor", "asin": "B08QVQG819", "price": "$10.99", "quantity": ""},
  {"title": "MOSSY OAK Multitool, 21-in-1 Stainless Steel Pocket Knife with Screwdriver Sleeve, Self-locking Pliers with Sheath-Perfect for Outdoor, Survival, Camping, Hiking, Simple Repair", "asin": "B084VJFX9M", "price": "$23.79", "quantity": ""},
  {"title": "Gifts for Men Him Dad Boyfriend,Multitool Pocket Knife for Men,Anniversary Christmas Gifts for Birthday,Hiking Camping Knife with Screwdrivers Pliers Bottle Opener", "asin": "B0C1936XL3", "price": "$14.44", "quantity": ""},
  {"title": "Sharp Pebble Premium Whetstone Knife Sharpening Stone 2 Side Grit 1000/6000 Waterstone- Whetstone Knife Sharpener- NonSlip Bamboo Base & Angle Guide", "asin": "B01FZZUL30", "price": "$33.97", "quantity": ""},
  {"title": "EDC Pocket Knife - 7CR13Mov Steel Tanto Blade, Slim Survival Knife with Clip and Li...", "asin": "B0B824PKTF", "price": "$7.99", "quantity": ""},
  {"title": "VIBELITE Extendable Magnetic Flashlight with Telescoping Magnet Pickup Tool-Cool Gadget Gifts for Him, Husband, Men, Dad, Father, Mechanic,Tech, Handyman, Boyfriend, Women, Silve", "asin": "B07CZ95C79", "price": "$18.99", "quantity": ""},
  {"title": "Large Power Tool Organizer Wall Mount, Garage Storage Cordless Tool Organizer with ...", "asin": "B0DT688QSB", "price": "$47.49", "quantity": ""},
  {"title": "RUSH DEER 16-in-1 Multitool, Gifts for Dad, Hammer Multi tool, Utility Knife Multitools for Men, Survival Gear and Supplies, Christmas Gift for Boy Husbands", "asin": "B08ZD14JHV", "price": "$28.49", "quantity": ""},
  {"title": "CCCEI Modular Power Tool Organizer Wall Mount with Charging Station. Garage 4 Drill Storage Shelf with Hooks, Screwdriver, Drill Bit Heavy Duty Rack, Tool Battery Holder Built in 8 Outlet Power Strip.", "asin": "B0BMFW2WG5", "price": "$52.48", "quantity": ""},
  {"title": "Father\u2019s Day Gifts for Dad \u2013 9-in-1 Multi-Tool Pen with Engraved Keychain, Unique D...", "asin": "B0DZ2HWTK4", "price": "$3.99", "quantity": ""},
  {"title": "EDC Pry Bar Multitool with Bi-Directional Ratchet Screwdriver & Everlasting Pen, Wrenches, Crowbar, Bottle and Box Openers - Your Versatile Companion for Everyday Carry and Camping Accessories", "asin": "B0CKLPKJ92", "price": "$36.99", "quantity": ""},
  {"title": "Fathers Day Dad Gifts from Daughter & Son - Multitool Trowel Mens Gift Idea Lightwe...", "asin": "B0D9J4GQ4Z", "price": "$15.99", "quantity": ""}],
  "comparison_items": [{"title": "BIIB\u00a0Dad Gifts for Anniversary Fathers Day, 9 in 1 Multitool Pen, Gifts for Dad Who Wants Nothing, Birthday Graduation Gifts for Men, Cool Gadgets for Men, Useful Tools", "asin": "B0813NBR5N", "price": "$12.99"},
  {"title": "BIIB\u00a0Dad Gifts for Fathers Day, 9 in 1 Multitool Pen, Mens Gifts for Dad Him Husband, Anniversary Father's Day Gifts for dad who wants nothing, Birthday Graduation Gifts for Men, Tools Cool Gadgets", "asin": "B0813NDWSD", "price": "$12.99"},
  {"title": "KEZKALS\u00a0Dad Gifts for Fathers Day, 9 in 1 Multitool Pen, Fathers Day Mens Gifts from Daughter Wife Son, Birthday Gifts for Men Him Grandpa, Father's Day Gifts for Dad Who Have Everything, Cool Gadgets", "asin": "B09QM6GZ4R", "price": "$12.99"},
  {"title": "Trealop\u00a0Gifts for Him Fathers Day Men, 12 in 1 Multitool Pen, Stocking Stuffers Unique Mens Gifts for Dad, Husband, Grandpa, Dad Gifts from Daughter Son, Cool Birthday Gifts Ideas for Men Have Everything", "asin": "B0D4K8GX1K", "price": "$5.99"},
  {"title": "WEARXI\u00a0Gifts for Men, 9 in 1 Multitool Pen Fathers Day Gift from Daughter Son, Mens Gifts for Dad/Him/Husband, Birthday Gift for Men/Boyfriend, Cool Gadgets, Camping Accessories", "asin": "B0B5QH517S", "price": "$13.99"},
  {"title": "PPRAFDD\u00a09 in 1 Multitool Pen Set, Gifts for Men, Multi Tool Pen Set, Mens Gifts for Fathers Day Dad Gifts, Birthday Gifts for Him, Valentines Day Gifts for Him, Stocking Stuffers for Adults Men", "asin": "B0DFPQN22J", "price": "$9.89"}]
  <|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": "2025-05-01T17:16:49.734Z", // 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>
  