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": "2025-04-03T01:06:31.719Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T01:06:36.176Z", "action": "click_product", "action_argument": "B0CMQZ2HFJ"}
  {"timestamp": "2025-04-03T01:06:46.589Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:53.317Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:55.971Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:59.511Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:07:35.819Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:07:42.855Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:12.385Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:25.056Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:28.535Z", "action": "purchase", "action_argument": "B0DBZ3JYRF"}
  {"timestamp": "2025-04-03T01:08:33.297Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:40.408Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:45.088Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:09:12.992Z", "action": "purchase", "action_argument": "B0D418HHPL"}
  {"timestamp": "2025-04-03T21:01:16.883Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T21:01:48.059Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T16:48:03.168Z", "action": "input", "action_argument": "Specialized Flashback Bicycle Tail Light"}
  {"timestamp": "2025-04-10T16:49:40.256Z", "action": "click", "action_argument": "page_related"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-10T20:22:03.308Z", "action": "click", "action_argument": "cart_side_bar"}
  <|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": ""}],
  "promotion_items": [{"title": "ATTITUDE Hair Conditioner for Sensitive Dry Scalp, Soothing Oat, Naturally Derived Ingredients, Dermatologically Tested, Vegan Detangler, Extra Gentle, Unscented, 8 Fl Oz", "asin": "B07NFDJXVC", "price": "$17.15", "quantity": ""},
  {"title": "Kryptonite Keeper 785 Bike Chain Lock, 2.8 Feet Long Heavy Duty Anti-Theft Bicycle Chain Lock with Keys for Bike, Motorcycle, Scooter, Bicycle, Door, Gate, Fence", "asin": "B005YPK7V8", "price": "$47.04", "quantity": ""},
  {"title": "Ascher Ultra Bright USB Rechargeable Bike Light Set, Powerful Bicycle Front Headlight and Back Taillight, 4 Light Modes, Easy to Install for Men Women Kids Road Mountain Cycling Black", "asin": "B07FC9NRRR", "price": "$18.99", "quantity": ""},
  {"title": "Airkeep Car Air Freshener - White Jasmine Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance", "asin": "B0CYC1H5F6", "price": "$3.99", "quantity": ""},
  {"title": "W1cwey 4pcs Cartoon Cat Student Driver Car Magnets \u2013 Cute Reflective New Driver Signs, Reusable Bumper Safety Stickers for Teens (Nervous Cat Design)", "asin": "B0BM4CPQQ4", "price": "$9.99", "quantity": ""},
  {"title": "Kryptonite KryptoFlex Security Cable, 2.6FT/4FT/7FT/30FT Long Braided Steel Flex Bike Lock Anti-Theft Cable with Looped Ends for Outdoor Equipment, U-Lock and Padlock, 5mm-10mm Thick,Grey/Orange", "asin": "B000NOO3ZQ", "price": "$19.49", "quantity": ""},
  {"title": "ATTITUDE Hair Conditioner for Sensitive Dry Scalp, For Thin Hair, Soothing Oat, Naturally Derived Ingredients, Dermatologically Tested, Vegan Detangler, Volume and Shine, 8 Fl Oz", "asin": "B07NFDJXVF", "price": "$11.23", "quantity": ""},
  {"title": "Sportneer Bike Lock: 5 Digit Combination High Security Anti Theft Bike Chain Lock - 3.2/3.6/4ft Heavy Duty Keyless Bicycle Lock for Bike, Motorcycle, Scooter, Door & Gate - 4/6mm Thick, Easy to Use", "asin": "B01N67GAGC", "price": "$9.89", "quantity": ""},
  {"title": "Apple AirTag", "asin": "B0CWXNS552", "price": "$24.95", "quantity": ""},
  {"title": "Lamicall Bike Phone Holder, Motorcycle Mount - Motorcycle Phone Holder, Handlebar Cell Phone Clamp, Scooter Phone Clip for iPhone 16 Pro Max/Plus, 15 Pro Max, S10, S20, More 4.7\" to 6.8\" Smartphones", "asin": "ec77a638", "price": "$14.99", "quantity": ""},
  {"title": "ATTITUDE Extra Gentle Hair Shampoo, EWG Verified, Soothes Dry Scalp, Naturally Derived Ingredients, Vegan and Plant Based, Unscented, 16 Fl Oz", "asin": "B097MLYG5F", "price": "$9.35", "quantity": ""},
  {"title": "ROCKBROS Bike Bell Classic Bicycle Bell Mountain Bike Bells for Adults with Loud Sound and Fit for 0.87-1.25in/22.2-31.8mm Bicycle Handlebars", "asin": "B0BY2ML8FK", "price": "$14.99", "quantity": ""},
  {"title": "Febreze Air Freshener and Odor Fighter Spray 96264", "asin": "B079ZL5MP2", "price": "$24.99", "quantity": ""},
  {"title": "Greallthy Bike Bell Classic Brass Bicycle Bell,Bike Bells for Adults Kids,Loud Sound Bells Fit for 0.87-1.25in/22.2-31.8mm Bicycle Handlebars,Road Mountain Bike Accessories.", "asin": "B07VRZ4T7W", "price": "$13.95", "quantity": ""}],
  "active_items": [{"title": "Lumiere & Co. Bike Seat Bag, Bike Saddle Bag, Saddle Bag Bicycle, Bicycle Saddle Bag, Bike Bag Under Seat, Saddle Bag, Bike Saddle Bags, Small Bike Bag - Maximus", "asin": "B0DJFQB41P", "delivery": "FREE delivery Apr 27 - May 18 available at checkout", "quantity": "1", "selected": true, "options": [{"Color": "Black"}, {"Size": "Small"}]},
  {"title": "Airkeep Car Air Freshener -Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets, Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0D418HHPL", "delivery": "FREE delivery Wed, Apr 16 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Ocean Mist&Sea Salt\uff08Tassel Ceramic)"}]},
  {"title": "Airkeep Car Air Freshener - White Jasmine Handmade Scented Ceramic for Drawers and Closets, Car Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0DBZ3JYRF", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White Jasmine(Square Ceramic)"}]},
  {"title": "Airkeep Car Air Freshener - Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets,Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0CMQZ2HFJ", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Ocean Mist&Sea Salt\uff08Square Ceramic)"}]},
  {"title": "Lamicall Bike Frame Bag Waterproof - [1s Release] [2 in 1] Bike Phone Bag, Bike Phone Holder Mount, Bicycle Top Tube Bag, Cycling Pouch with Rain Cover, Bike Accessories for Phones Under 7\"", "asin": "B0D9GQMXBV", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Medium"}]},
  {"title": "Lumiere & Co. Bike Handlebar Bag, Bike Bag, Bicycle Handlebar Bag, Bike Front Bag, Mountain Bike Storage, Bicycle Accessories, Handlebar Bags, Small Bike Bag, Road Bike Bag (Black, Large)", "asin": "B0CLKPNDKL", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Large"}, {"Color": "Black"}]},
  {"title": "Kryptonite New York Standard Bike U-Lock, Heavy Duty Anti-Theft, 16mm Shackle with Mounting Bracket and Keys, Ultimate Security for Bicycles E-Bikes Scooters", "asin": "B06XCH21YH", "delivery": "FREE delivery Tue, Apr 22", "quantity": "1", "selected": true, "options": [{"Style": "New-U"}, {"Pattern Name": "Bike Lock"}]},
  {"title": "ATTITUDE Hair Shampoo for Sensitive Dry Scalp, EWG Verified, Soothing Oat, For Thin Hair, Naturally Derived Ingredients, Vegan and Plant-Based, Volume and Shine, Unscented, 16 Fl Oz", "asin": "B07NF994VJ", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Style": "Extra Gentle"}]}],
  "saved_items": [{"title": "Keyboard Stand Piano 61 Key Piano Stand for 88 Keyboard 76 Key Keyboard Stand Locking Straps Adjustable Digital Piano Stand Electric Piano Stand for Students Adults Sturdy Musical Keyboard Stand(Grey)", "asin": "B0BRK5JKPK", "options": [{"Item Shape": "U Grey"}]},
  {"asin": "B0BRK5JKPK", "options": []},
  {"title": "M-Audio SP-2 - Universal Sustain Pedal with Piano Style Action For MIDI Keyboards, Digital Pianos & More", "asin": "B00063678K", "options": [{"Style": "Sustain Pedal"}]},
  {"title": "MIMORE Metal Straw for Owala 24 oz 32 oz - 6 PCS Satinless Steel Straw Compatible with Owala Straw Replacement - Resuable & Dishwasher Safe", "asin": "B0DLB23DTS", "options": [{"Size": "24 oz 32 oz"}]},
  {"title": "Nutella Biscuits, 20 Count Cookies, Hazelnut Spread with Cocoa, Holiday Christmas Cookies, 9.7 oz", "asin": "B0C449R6PX", "price": "$4.76", "options": [{"Size": "9.7 Ounce (Pack of 1)"}]},
  {"title": "UINI Door Mat Outdoor Indoor Welcome Mats, Cute Cat Front Doormat, Non Slip Durable Entrance Rugs for Front Door, Inside Outside Entry, Porch, Resist Dirt, 17\" x 30\", Easy to Clean", "asin": "B0B5N7N4K1", "options": [{"Size": "17\" x 30\""}, {"Color": "Cute Cat"}]},
  {"asin": "B0B5N7N4K1", "options": []},
  {"title": "L'OREAL PROFESSIONNEL PARIS Absolut Repair 10-in-1 Oil \u2013 Nourishing Multi-Benefit Oil For Dry & Damaged Hair, Repairs Hair and Provides Shine", "asin": "B0918FHY6P", "options": []},
  {"title": "Terramycin Antibiotic Ointment for Eye Infection Treatment in Dogs, Cats, Cattle, Horses, and Sheep, 0.125oz Tube", "asin": "B00063KGUK", "price": "$33.95", "options": [{"Style": "Modern"}]},
  {"title": "Potaroma Flapping Owl Cat Toys (No Flying), Lifelike Bird Chirp, Rechargeable Touch Activated Kitten Toy, Interactive Catnip Kicker Exercise Toys 4.0\" for All Breeds", "asin": "B0CBWX73PD", "options": [{"Style": "Owl"}]},
  {"title": "Fresh Step Outstretch Advanced Long Lasting Clumping Litter Simply Unscented, Activated Charcoal Litter Lasts 50% Longer, 32 lbs. (2 x 16 lb. Box)", "asin": "B09ZPWJJBW", "options": [{"Size": "32 lb"}, {"Style": "Advanced Outstretch - Simply Unscented"}]},
  {"asin": "B09ZPWJJBW", "options": []},
  {"title": "Jellycat Smudge Fox Stuffed Animal, 9.5 inches - Woodland Animal Plush Toy - Classic Children's Gift", "asin": "B07Y5G9TG7", "options": []}]
  <|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": "2025-04-10T20:22:28.693Z", // 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": "2025-04-03T01:06:31.719Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T01:06:36.176Z", "action": "click_product", "action_argument": "B0CMQZ2HFJ"}
  {"timestamp": "2025-04-03T01:06:46.589Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:53.317Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:55.971Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:59.511Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:07:35.819Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:07:42.855Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:12.385Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:25.056Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:28.535Z", "action": "purchase", "action_argument": "B0DBZ3JYRF"}
  {"timestamp": "2025-04-03T01:08:33.297Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:40.408Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:45.088Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:09:12.992Z", "action": "purchase", "action_argument": "B0D418HHPL"}
  {"timestamp": "2025-04-03T21:01:16.883Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T21:01:48.059Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T16:48:03.168Z", "action": "input", "action_argument": "Specialized Flashback Bicycle Tail Light"}
  {"timestamp": "2025-04-10T16:49:40.256Z", "action": "click", "action_argument": "page_related"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-10T20:22:03.308Z", "action": "click", "action_argument": "cart_side_bar"}
  <|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": ""}],
  "promotion_items": [{"title": "ATTITUDE Hair Conditioner for Sensitive Dry Scalp, Soothing Oat, Naturally Derived Ingredients, Dermatologically Tested, Vegan Detangler, Extra Gentle, Unscented, 8 Fl Oz", "asin": "B07NFDJXVC", "price": "$17.15", "quantity": ""},
  {"title": "Kryptonite Keeper 785 Bike Chain Lock, 2.8 Feet Long Heavy Duty Anti-Theft Bicycle Chain Lock with Keys for Bike, Motorcycle, Scooter, Bicycle, Door, Gate, Fence", "asin": "B005YPK7V8", "price": "$47.04", "quantity": ""},
  {"title": "Ascher Ultra Bright USB Rechargeable Bike Light Set, Powerful Bicycle Front Headlight and Back Taillight, 4 Light Modes, Easy to Install for Men Women Kids Road Mountain Cycling Black", "asin": "B07FC9NRRR", "price": "$18.99", "quantity": ""},
  {"title": "Airkeep Car Air Freshener - White Jasmine Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance", "asin": "B0CYC1H5F6", "price": "$3.99", "quantity": ""},
  {"title": "W1cwey 4pcs Cartoon Cat Student Driver Car Magnets \u2013 Cute Reflective New Driver Signs, Reusable Bumper Safety Stickers for Teens (Nervous Cat Design)", "asin": "B0BM4CPQQ4", "price": "$9.99", "quantity": ""},
  {"title": "Kryptonite KryptoFlex Security Cable, 2.6FT/4FT/7FT/30FT Long Braided Steel Flex Bike Lock Anti-Theft Cable with Looped Ends for Outdoor Equipment, U-Lock and Padlock, 5mm-10mm Thick,Grey/Orange", "asin": "B000NOO3ZQ", "price": "$19.49", "quantity": ""},
  {"title": "ATTITUDE Hair Conditioner for Sensitive Dry Scalp, For Thin Hair, Soothing Oat, Naturally Derived Ingredients, Dermatologically Tested, Vegan Detangler, Volume and Shine, 8 Fl Oz", "asin": "B07NFDJXVF", "price": "$11.23", "quantity": ""},
  {"title": "Sportneer Bike Lock: 5 Digit Combination High Security Anti Theft Bike Chain Lock - 3.2/3.6/4ft Heavy Duty Keyless Bicycle Lock for Bike, Motorcycle, Scooter, Door & Gate - 4/6mm Thick, Easy to Use", "asin": "B01N67GAGC", "price": "$9.89", "quantity": ""},
  {"title": "Apple AirTag", "asin": "B0CWXNS552", "price": "$24.95", "quantity": ""},
  {"title": "Lamicall Bike Phone Holder, Motorcycle Mount - Motorcycle Phone Holder, Handlebar Cell Phone Clamp, Scooter Phone Clip for iPhone 16 Pro Max/Plus, 15 Pro Max, S10, S20, More 4.7\" to 6.8\" Smartphones", "asin": "ec77a638", "price": "$14.99", "quantity": ""},
  {"title": "ATTITUDE Extra Gentle Hair Shampoo, EWG Verified, Soothes Dry Scalp, Naturally Derived Ingredients, Vegan and Plant Based, Unscented, 16 Fl Oz", "asin": "B097MLYG5F", "price": "$9.35", "quantity": ""},
  {"title": "ROCKBROS Bike Bell Classic Bicycle Bell Mountain Bike Bells for Adults with Loud Sound and Fit for 0.87-1.25in/22.2-31.8mm Bicycle Handlebars", "asin": "B0BY2ML8FK", "price": "$14.99", "quantity": ""},
  {"title": "Febreze Air Freshener and Odor Fighter Spray 96264", "asin": "B079ZL5MP2", "price": "$24.99", "quantity": ""},
  {"title": "Greallthy Bike Bell Classic Brass Bicycle Bell,Bike Bells for Adults Kids,Loud Sound Bells Fit for 0.87-1.25in/22.2-31.8mm Bicycle Handlebars,Road Mountain Bike Accessories.", "asin": "B07VRZ4T7W", "price": "$13.95", "quantity": ""}],
  "active_items": [{"title": "Lumiere & Co. Bike Seat Bag, Bike Saddle Bag, Saddle Bag Bicycle, Bicycle Saddle Bag, Bike Bag Under Seat, Saddle Bag, Bike Saddle Bags, Small Bike Bag - Maximus", "asin": "B0DJFQB41P", "delivery": "FREE delivery Apr 27 - May 18 available at checkout", "quantity": "1", "selected": true, "options": [{"Color": "Black"}, {"Size": "Small"}]},
  {"title": "Airkeep Car Air Freshener -Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets, Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0D418HHPL", "delivery": "FREE delivery Wed, Apr 16 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Ocean Mist&Sea Salt\uff08Tassel Ceramic)"}]},
  {"title": "Airkeep Car Air Freshener - White Jasmine Handmade Scented Ceramic for Drawers and Closets, Car Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0DBZ3JYRF", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White Jasmine(Square Ceramic)"}]},
  {"title": "Airkeep Car Air Freshener - Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets,Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0CMQZ2HFJ", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Ocean Mist&Sea Salt\uff08Square Ceramic)"}]},
  {"title": "Lamicall Bike Frame Bag Waterproof - [1s Release] [2 in 1] Bike Phone Bag, Bike Phone Holder Mount, Bicycle Top Tube Bag, Cycling Pouch with Rain Cover, Bike Accessories for Phones Under 7\"", "asin": "B0D9GQMXBV", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Medium"}]},
  {"title": "Lumiere & Co. Bike Handlebar Bag, Bike Bag, Bicycle Handlebar Bag, Bike Front Bag, Mountain Bike Storage, Bicycle Accessories, Handlebar Bags, Small Bike Bag, Road Bike Bag (Black, Large)", "asin": "B0CLKPNDKL", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Large"}, {"Color": "Black"}]},
  {"title": "Kryptonite New York Standard Bike U-Lock, Heavy Duty Anti-Theft, 16mm Shackle with Mounting Bracket and Keys, Ultimate Security for Bicycles E-Bikes Scooters", "asin": "B06XCH21YH", "delivery": "FREE delivery Tue, Apr 22", "quantity": "1", "selected": true, "options": [{"Style": "New-U"}, {"Pattern Name": "Bike Lock"}]},
  {"title": "ATTITUDE Hair Shampoo for Sensitive Dry Scalp, EWG Verified, Soothing Oat, For Thin Hair, Naturally Derived Ingredients, Vegan and Plant-Based, Volume and Shine, Unscented, 16 Fl Oz", "asin": "B07NF994VJ", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Style": "Extra Gentle"}]}],
  "saved_items": [{"title": "Keyboard Stand Piano 61 Key Piano Stand for 88 Keyboard 76 Key Keyboard Stand Locking Straps Adjustable Digital Piano Stand Electric Piano Stand for Students Adults Sturdy Musical Keyboard Stand(Grey)", "asin": "B0BRK5JKPK", "options": [{"Item Shape": "U Grey"}]},
  {"asin": "B0BRK5JKPK", "options": []},
  {"title": "M-Audio SP-2 - Universal Sustain Pedal with Piano Style Action For MIDI Keyboards, Digital Pianos & More", "asin": "B00063678K", "options": [{"Style": "Sustain Pedal"}]},
  {"title": "MIMORE Metal Straw for Owala 24 oz 32 oz - 6 PCS Satinless Steel Straw Compatible with Owala Straw Replacement - Resuable & Dishwasher Safe", "asin": "B0DLB23DTS", "options": [{"Size": "24 oz 32 oz"}]},
  {"title": "Nutella Biscuits, 20 Count Cookies, Hazelnut Spread with Cocoa, Holiday Christmas Cookies, 9.7 oz", "asin": "B0C449R6PX", "price": "$4.76", "options": [{"Size": "9.7 Ounce (Pack of 1)"}]},
  {"title": "UINI Door Mat Outdoor Indoor Welcome Mats, Cute Cat Front Doormat, Non Slip Durable Entrance Rugs for Front Door, Inside Outside Entry, Porch, Resist Dirt, 17\" x 30\", Easy to Clean", "asin": "B0B5N7N4K1", "options": [{"Size": "17\" x 30\""}, {"Color": "Cute Cat"}]},
  {"asin": "B0B5N7N4K1", "options": []},
  {"title": "L'OREAL PROFESSIONNEL PARIS Absolut Repair 10-in-1 Oil \u2013 Nourishing Multi-Benefit Oil For Dry & Damaged Hair, Repairs Hair and Provides Shine", "asin": "B0918FHY6P", "options": []},
  {"title": "Terramycin Antibiotic Ointment for Eye Infection Treatment in Dogs, Cats, Cattle, Horses, and Sheep, 0.125oz Tube", "asin": "B00063KGUK", "price": "$33.95", "options": [{"Style": "Modern"}]},
  {"title": "Potaroma Flapping Owl Cat Toys (No Flying), Lifelike Bird Chirp, Rechargeable Touch Activated Kitten Toy, Interactive Catnip Kicker Exercise Toys 4.0\" for All Breeds", "asin": "B0CBWX73PD", "options": [{"Style": "Owl"}]},
  {"title": "Fresh Step Outstretch Advanced Long Lasting Clumping Litter Simply Unscented, Activated Charcoal Litter Lasts 50% Longer, 32 lbs. (2 x 16 lb. Box)", "asin": "B09ZPWJJBW", "options": [{"Size": "32 lb"}, {"Style": "Advanced Outstretch - Simply Unscented"}]},
  {"asin": "B09ZPWJJBW", "options": []},
  {"title": "Jellycat Smudge Fox Stuffed Animal, 9.5 inches - Woodland Animal Plush Toy - Classic Children's Gift", "asin": "B07Y5G9TG7", "options": []}]
  <|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": "2025-04-10T20:22:28.693Z", // 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": "2025-04-03T01:06:31.719Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-03T01:06:36.176Z", "action": "click_product", "action_argument": "B0CMQZ2HFJ"}
  {"timestamp": "2025-04-03T01:06:46.589Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:53.317Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:55.971Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:06:59.511Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:07:35.819Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:07:42.855Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:12.385Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:25.056Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:28.535Z", "action": "purchase", "action_argument": "B0DBZ3JYRF"}
  {"timestamp": "2025-04-03T01:08:33.297Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:40.408Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:08:45.088Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-03T01:09:12.992Z", "action": "purchase", "action_argument": "B0D418HHPL"}
  {"timestamp": "2025-04-03T21:01:16.883Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-03T21:01:48.059Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T16:48:03.168Z", "action": "input", "action_argument": "Specialized Flashback Bicycle Tail Light"}
  {"timestamp": "2025-04-10T16:49:40.256Z", "action": "click", "action_argument": "page_related"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-10T20:22:03.308Z", "action": "click", "action_argument": "cart_side_bar"}
  <|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": ""}],
  "promotion_items": [{"title": "ATTITUDE Hair Conditioner for Sensitive Dry Scalp, Soothing Oat, Naturally Derived Ingredients, Dermatologically Tested, Vegan Detangler, Extra Gentle, Unscented, 8 Fl Oz", "asin": "B07NFDJXVC", "price": "$17.15", "quantity": ""},
  {"title": "Kryptonite Keeper 785 Bike Chain Lock, 2.8 Feet Long Heavy Duty Anti-Theft Bicycle Chain Lock with Keys for Bike, Motorcycle, Scooter, Bicycle, Door, Gate, Fence", "asin": "B005YPK7V8", "price": "$47.04", "quantity": ""},
  {"title": "Ascher Ultra Bright USB Rechargeable Bike Light Set, Powerful Bicycle Front Headlight and Back Taillight, 4 Light Modes, Easy to Install for Men Women Kids Road Mountain Cycling Black", "asin": "B07FC9NRRR", "price": "$18.99", "quantity": ""},
  {"title": "Airkeep Car Air Freshener - White Jasmine Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance", "asin": "B0CYC1H5F6", "price": "$3.99", "quantity": ""},
  {"title": "W1cwey 4pcs Cartoon Cat Student Driver Car Magnets \u2013 Cute Reflective New Driver Signs, Reusable Bumper Safety Stickers for Teens (Nervous Cat Design)", "asin": "B0BM4CPQQ4", "price": "$9.99", "quantity": ""},
  {"title": "Kryptonite KryptoFlex Security Cable, 2.6FT/4FT/7FT/30FT Long Braided Steel Flex Bike Lock Anti-Theft Cable with Looped Ends for Outdoor Equipment, U-Lock and Padlock, 5mm-10mm Thick,Grey/Orange", "asin": "B000NOO3ZQ", "price": "$19.49", "quantity": ""},
  {"title": "ATTITUDE Hair Conditioner for Sensitive Dry Scalp, For Thin Hair, Soothing Oat, Naturally Derived Ingredients, Dermatologically Tested, Vegan Detangler, Volume and Shine, 8 Fl Oz", "asin": "B07NFDJXVF", "price": "$11.23", "quantity": ""},
  {"title": "Sportneer Bike Lock: 5 Digit Combination High Security Anti Theft Bike Chain Lock - 3.2/3.6/4ft Heavy Duty Keyless Bicycle Lock for Bike, Motorcycle, Scooter, Door & Gate - 4/6mm Thick, Easy to Use", "asin": "B01N67GAGC", "price": "$9.89", "quantity": ""},
  {"title": "Apple AirTag", "asin": "B0CWXNS552", "price": "$24.95", "quantity": ""},
  {"title": "Lamicall Bike Phone Holder, Motorcycle Mount - Motorcycle Phone Holder, Handlebar Cell Phone Clamp, Scooter Phone Clip for iPhone 16 Pro Max/Plus, 15 Pro Max, S10, S20, More 4.7\" to 6.8\" Smartphones", "asin": "ec77a638", "price": "$14.99", "quantity": ""},
  {"title": "ATTITUDE Extra Gentle Hair Shampoo, EWG Verified, Soothes Dry Scalp, Naturally Derived Ingredients, Vegan and Plant Based, Unscented, 16 Fl Oz", "asin": "B097MLYG5F", "price": "$9.35", "quantity": ""},
  {"title": "ROCKBROS Bike Bell Classic Bicycle Bell Mountain Bike Bells for Adults with Loud Sound and Fit for 0.87-1.25in/22.2-31.8mm Bicycle Handlebars", "asin": "B0BY2ML8FK", "price": "$14.99", "quantity": ""},
  {"title": "Febreze Air Freshener and Odor Fighter Spray 96264", "asin": "B079ZL5MP2", "price": "$24.99", "quantity": ""},
  {"title": "Greallthy Bike Bell Classic Brass Bicycle Bell,Bike Bells for Adults Kids,Loud Sound Bells Fit for 0.87-1.25in/22.2-31.8mm Bicycle Handlebars,Road Mountain Bike Accessories.", "asin": "B07VRZ4T7W", "price": "$13.95", "quantity": ""}],
  "active_items": [{"title": "Lumiere & Co. Bike Seat Bag, Bike Saddle Bag, Saddle Bag Bicycle, Bicycle Saddle Bag, Bike Bag Under Seat, Saddle Bag, Bike Saddle Bags, Small Bike Bag - Maximus", "asin": "B0DJFQB41P", "delivery": "FREE delivery Apr 27 - May 18 available at checkout", "quantity": "1", "selected": true, "options": [{"Color": "Black"}, {"Size": "Small"}]},
  {"title": "Airkeep Car Air Freshener -Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets, Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0D418HHPL", "delivery": "FREE delivery Wed, Apr 16 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Ocean Mist&Sea Salt\uff08Tassel Ceramic)"}]},
  {"title": "Airkeep Car Air Freshener - White Jasmine Handmade Scented Ceramic for Drawers and Closets, Car Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0DBZ3JYRF", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White Jasmine(Square Ceramic)"}]},
  {"title": "Airkeep Car Air Freshener - Ocean Mist&Sea Salt Handmade Scented Ceramic for Drawers and Closets,Air Freshener Gifts for Men Women Car Fragrance", "asin": "B0CMQZ2HFJ", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Ocean Mist&Sea Salt\uff08Square Ceramic)"}]},
  {"title": "Lamicall Bike Frame Bag Waterproof - [1s Release] [2 in 1] Bike Phone Bag, Bike Phone Holder Mount, Bicycle Top Tube Bag, Cycling Pouch with Rain Cover, Bike Accessories for Phones Under 7\"", "asin": "B0D9GQMXBV", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Medium"}]},
  {"title": "Lumiere & Co. Bike Handlebar Bag, Bike Bag, Bicycle Handlebar Bag, Bike Front Bag, Mountain Bike Storage, Bicycle Accessories, Handlebar Bags, Small Bike Bag, Road Bike Bag (Black, Large)", "asin": "B0CLKPNDKL", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Large"}, {"Color": "Black"}]},
  {"title": "Kryptonite New York Standard Bike U-Lock, Heavy Duty Anti-Theft, 16mm Shackle with Mounting Bracket and Keys, Ultimate Security for Bicycles E-Bikes Scooters", "asin": "B06XCH21YH", "delivery": "FREE delivery Tue, Apr 22", "quantity": "1", "selected": true, "options": [{"Style": "New-U"}, {"Pattern Name": "Bike Lock"}]},
  {"title": "ATTITUDE Hair Shampoo for Sensitive Dry Scalp, EWG Verified, Soothing Oat, For Thin Hair, Naturally Derived Ingredients, Vegan and Plant-Based, Volume and Shine, Unscented, 16 Fl Oz", "asin": "B07NF994VJ", "delivery": "FREE delivery Tue, Apr 15 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Style": "Extra Gentle"}]}],
  "saved_items": [{"title": "Keyboard Stand Piano 61 Key Piano Stand for 88 Keyboard 76 Key Keyboard Stand Locking Straps Adjustable Digital Piano Stand Electric Piano Stand for Students Adults Sturdy Musical Keyboard Stand(Grey)", "asin": "B0BRK5JKPK", "options": [{"Item Shape": "U Grey"}]},
  {"asin": "B0BRK5JKPK", "options": []},
  {"title": "M-Audio SP-2 - Universal Sustain Pedal with Piano Style Action For MIDI Keyboards, Digital Pianos & More", "asin": "B00063678K", "options": [{"Style": "Sustain Pedal"}]},
  {"title": "MIMORE Metal Straw for Owala 24 oz 32 oz - 6 PCS Satinless Steel Straw Compatible with Owala Straw Replacement - Resuable & Dishwasher Safe", "asin": "B0DLB23DTS", "options": [{"Size": "24 oz 32 oz"}]},
  {"title": "Nutella Biscuits, 20 Count Cookies, Hazelnut Spread with Cocoa, Holiday Christmas Cookies, 9.7 oz", "asin": "B0C449R6PX", "price": "$4.76", "options": [{"Size": "9.7 Ounce (Pack of 1)"}]},
  {"title": "UINI Door Mat Outdoor Indoor Welcome Mats, Cute Cat Front Doormat, Non Slip Durable Entrance Rugs for Front Door, Inside Outside Entry, Porch, Resist Dirt, 17\" x 30\", Easy to Clean", "asin": "B0B5N7N4K1", "options": [{"Size": "17\" x 30\""}, {"Color": "Cute Cat"}]},
  {"asin": "B0B5N7N4K1", "options": []},
  {"title": "L'OREAL PROFESSIONNEL PARIS Absolut Repair 10-in-1 Oil \u2013 Nourishing Multi-Benefit Oil For Dry & Damaged Hair, Repairs Hair and Provides Shine", "asin": "B0918FHY6P", "options": []},
  {"title": "Terramycin Antibiotic Ointment for Eye Infection Treatment in Dogs, Cats, Cattle, Horses, and Sheep, 0.125oz Tube", "asin": "B00063KGUK", "price": "$33.95", "options": [{"Style": "Modern"}]},
  {"title": "Potaroma Flapping Owl Cat Toys (No Flying), Lifelike Bird Chirp, Rechargeable Touch Activated Kitten Toy, Interactive Catnip Kicker Exercise Toys 4.0\" for All Breeds", "asin": "B0CBWX73PD", "options": [{"Style": "Owl"}]},
  {"title": "Fresh Step Outstretch Advanced Long Lasting Clumping Litter Simply Unscented, Activated Charcoal Litter Lasts 50% Longer, 32 lbs. (2 x 16 lb. Box)", "asin": "B09ZPWJJBW", "options": [{"Size": "32 lb"}, {"Style": "Advanced Outstretch - Simply Unscented"}]},
  {"asin": "B09ZPWJJBW", "options": []},
  {"title": "Jellycat Smudge Fox Stuffed Animal, 9.5 inches - Woodland Animal Plush Toy - Classic Children's Gift", "asin": "B07Y5G9TG7", "options": []}]
  <|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": "2025-04-10T20:22:28.693Z", // 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>
  