prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-03-24T21:16:32.815Z", "action": "input", "action_argument": "gift for 5 years old"}
  {"timestamp": "2025-03-24T21:17:41.227Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:14.586Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:17.633Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:24.977Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:26.723Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:32.890Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:41.814Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:58.588Z", "action": "input", "action_argument": "gift for 5 years old girl birthday ideas"}
  {"timestamp": "2025-03-24T21:28:14.005Z", "action": "click_product", "action_argument": "B0BFJ1SSY6"}
  {"timestamp": "2025-03-24T21:29:49.301Z", "action": "purchase", "action_argument": "B0BFJ1SSY6"}
  {"timestamp": "2025-03-24T21:30:00.541Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-24T21:30:07.480Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-24T21:30:10.155Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-24T21:30:11.555Z", "action": "click", "action_argument": "quantity"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-03-26T00:17:51.677Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:25:15.820Z", "action": "input", "action_argument": "# of Actions Recorded"}
  {"timestamp": "2025-03-26T00:26:32.810Z", "action": "input", "action_argument": "Reasons recorded in 7 days: "}
  {"timestamp": "2025-03-26T00:26:45.766Z", "action": "input", "action_argument": "Reasons recorded in 7 days:  xxxooo"}
  {"timestamp": "2025-03-26T00:26:48.514Z", "action": "input", "action_argument": "Reasons recorded in 7 days:  xxxooo"}
  {"timestamp": "2025-03-26T00:32:45.749Z", "action": "input", "action_argument": "xxxx"}
  {"timestamp": "2025-03-26T00:33:09.291Z", "action": "input", "action_argument": "xxxx"}
  {"timestamp": "2025-03-26T00:33:14.167Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-26T00:33:25.026Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-26T00:36:44.929Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:36:48.444Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:36:56.578Z", "action": "click", "action_argument": "suggested_term"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "gift for 5 years old"}],
  "cart_items": [{"title": "Charmin Ultra Soft Cushiony Touch Toilet Paper, 24 Family Mega Rolls = 123 Regular Rolls", "asin": "B0798DVT68", "price": "$35.49", "quantity": "1"}],
  "ads": [{"title": "GILI Pop Beads - Jewelry Making Kit for 3 4 5 6 7 8 Year Old Little Girls - Arts and Crafts Toys for Kids Age 4yr-8yr - Necklace Bracelet Creativity Snap Set Top Best Christmas Birthday Gifts (500pcs)", "asin": "B0727P9R1H"}],
  "search_results": [{"title": "Amazmic Kids Karaoke Microphone Machine Toys for Girls Bluetooth Microphone with LED Light, Birthday Gift for Girls Boys 3 4 5 6 7 8 9 10 11 12 Year Old Kids Toys(Blue)", "asin": "B08GJP4HHB", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "2 Pack Hover Soccer Ball with 8 Pcs Batteries, Air Floating Soccer Toy with LED Lights and Foam Bumper, Indoor Games for Kids 4-8-12, Toys Gifts for 3 4 5 6 7 8 9 Year Old Boys Girls", "asin": "B0B61B4T5J", "price": "$19.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Voice Changer for Kids - Easter Gifts - Voice Changing Device for Boys & Girls Ages 3-8+ Olds - Birthday Gifts for 3, 4, 5, 7, 8 Year Old Boy - Cool Outdoor Toys Gift Ideas for Kid, Toddler", "asin": "B0CHX4W2HH", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Kids Camera Instant Print, Christmas Birthday Gifts for Kids Age 3-12, Selfie Digital Camera with 1080P Videos,Toddler Portable Travel Camera Toy for 4 5 6 7 8 9 Year Old Boys Girls-Blue", "asin": "B0BTM72KLT", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "ESSENSON Binoculars for Kids Toys Gifts for Age 3, 4, 5, 6, 7, 8, 9, 10+ Years Old Boys Girls Kids Telescope Outdoor Toys for Sports and Outside Play, Bird Watching, Birthday Presents(Blue)", "asin": "B094PPC8KP", "price": "$5.94", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Instant Print Camera for Kids,2.4 Inch Screen Kids Instant Cameras, Christmas Birthday Gifts for Girls Age 3-12, Portable Toddler Toy for 3 4 5 6 7 8 9 10 Year Old Girls Boys Purple", "asin": "B0C6F21D9C", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Microscope for Kids - Portable Handheld Magnifying Glass for Kids - Mini Digital Microscope for Kids Educational Science Toys, Christmas Birthday Gifts for Age 3 4 5 6 7 8 Girls&Boys \uff08Pink\uff09", "asin": "B0D56PZ8VK", "price": "$21.56", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Dan&Darci Foil Art Kit for Kids - Arts and Crafts for Kid Ages 4-8, 4-6, 5-7, 5-8, 6-8 - 5 Year Old Girl Gifts - Fun Kits Projects Activities - Girls Birthday Gift - Craft Age 4 5 6 7 8 Years", "asin": "B0DH6PD2ZB", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Doctor Jupiter My First Science Kit for Kids Ages 4-5-6-7-8| Birthday Gift Ideas for 4-8-12 Year Old Boys & Girls| Toy Stem Kit with 100+ Experiments| Learning & Educational, Preschool Activities", "asin": "B09XGMHGJ3", "price": "$25.40", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "hahaland Toys for Ages 5-7 - Interactive Whack A Game with Sound and Light Stem Montessori Toy Fun Gifts for Early Learning Education Birthday Gift for Kids Age 3 4 5 6 7 8 Years Old Boys Girls", "asin": "B0BZVRYVQ9", "price": "$25.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine Toys Gifts: Kids Toys Easter Birthday Gifts for 4 5 6 7 8 9 Years Old Girl Boy LED Portable Bluetooth Speaker with 2 Wireless Microphone Girl Boy Kid Adult Gift Age 3-12+", "asin": "B0DFCR699K", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Karaoke Machine for Kids Adults, Karaoke Toys Gifts for Girls Boys, Portable Bluetooth Speaker with Wireless Microphone, Birthday Gifts for Girls Boys Ages 4, 5, 6, 7, 8, 9, 10, 12+ Years Old", "asin": "B0CNX715QB", "price": "$17.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Toys for 3-7 Year Old Boys: LET'S GO! Binoculars for Kids with Bird Watching Manual Easter Birthday Gifts for 4 5 6 7 8 Year Old Boy Girls Outdoor Toy for Kid Ages 5-7 Toddler Camping Telescope", "asin": "B0C2CF4HHH", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Toys for Girls Age 3-8, Kids Digital Camera Toddler Camera for 3 4 5 6 7 8 Years Old Birthday Gifts, 1080P Video Camera with Cute Protective Cover & 32GB SD Card", "asin": "B0CZ4CPDWK", "price": "$16.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Toys for Ages 5-7 Boys Girls, Walkie Talkies for Kids 1000FT Range 2 Channels 2 Way Radio Toy Christmas Birthday Gifts for Girls Boys Ages 3 4 5 6 7 8 9 Camping Hiking Outdoor Games", "asin": "B0D6B72WH4", "price": "$13.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Instant Camera, Kids for 3-12 Year Old Girls Boys, Kids Digital Camera Instant Print with Print Paper, Toddler Kids Toys, 4 5 6 7 8 9 10 Year Old Girl Gifts", "asin": "B0DDT8TJPJ", "price": "$26.09", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "50+ Lab Experiments Science Kits for Kids - STEM Projects Educational Scientific Toys for Kids 4 5 6 7 8 9 10 12 Years Old, Christmas Birthday Gifts for Boys and Girls, Learning & Education", "asin": "B0D3TKH588", "price": "$12.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Root Viewer Kit for Kids - Easter Gifts - Grow Your Own Plant for Boys & Girls - Science STEM Toy & Craft Growing Kits for Ages 4-8 Birthday Gifts for Boy, Girl 4, 5, 6, 7, 8, Year Old - Gardening Toy", "asin": "B0CRK33YXD", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Dance Mat Toys for 3-12 Years Old Girls Birthday Gifts, Musical Dance Mat for Kids, Dance Pad with LED Lights, 6 Game Modes, Built-in Music, Adjustable Volume, Christmas Birthday Gifts for Boys Girls", "asin": "B09YRQWCC5"},
  {"title": "Ankuka Toys Karaoke Microphone Machine for Kids, 4-12 Years Old Girls Birthday Gifts, Portable Speaker with 2 Kids Microphone Toys for Girls Boys Age 3, 4, 5, 6, 7, 8, 9, 10+Year Old- Purple Color", "asin": "B0CHJMVCFH", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Toys for Girls 4-6, Drawing Projector for Kids, Art Sketch Projector Drawing and Tracing Include 64 Projection Image, Color Pen, Drawing Stencil, Kids Learn How to Draw Toys Set for Boys Girl ages 3-5", "asin": "B09FL4Z3FY", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine for Kids Adults,Portable Bluetooth Speaker, 1-2 Wireless Microphones with Fun Voice Changing Function-Toys for 5 6 7 8 9 10 Year Old Girl Boys Birthday Gifts Ideas", "asin": "B0D8VJGMGJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Obuby Toys for 3-12 Year Old Boys Walkie Talkies for Kids 22 Channels 2 Way Radio Gifts Toys with Backlit LCD Flashlight 3 KMs Range for Age 3 up Boy and Girls to Outside , Hiking, Camping", "asin": "B07TQLRGJR", "price": "$24.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Smartivity Magic Science Kit for Kids Ages 4, 5, 6, 7, 8 Years | 50+ Amazing Science Experiments I Birthday Gifts for Boys & Girls | I Educational Toy for Kids Age 4-8 Years Old", "asin": "B0BZDJ92Y3", "price": "$25.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Skillmatics Storybook Art Kit - Unicorn & Princesses, Easter Basket Stuffers, Write & Create Fairytale Stories, Creative Activity for Girls & Boys, Gifts for Kids Ages 5, 6, 7, 8, 9, 10", "asin": "B0CMH9HN74", "price": "$24.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Flooyes Dance Mat Toys for 3-12 Year Old Kids, Electronic Dance Pad with Light-up 6-Button Wireless Bluetooth, Music Dance with 5 Game Modes, Birthday Toys Gifts for 3 4 5 6 7 8 9 10+ Year Old Girls", "asin": "B0B4JXZJYY", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Story Magic Storybook Maker by Horizon Group USA, Create Your Own Stories, Hardcover Storybook, Includes Stickers, Markers, Punch Outs, Unicorn Mask, 200+ Storytelling Materials, Perfect for Ages 4+", "asin": "B084DZ9YKG", "price": "$25.75", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine,Funny Toys Christmas Birthday Gifts for Kids Age 4-12 Girls,Boys,Adults,MEGUO Karaoke Microphone Toys for 4,5,6,7,8,9,10,11,12+ Year Old Girls Boys Kids Birthday Party", "asin": "B0BS5953ZK", "price": "$16.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "YLL Karaoke Machine for Kids Adults, Portable Mini Bluetooth Speaker with Wireless Microphone, Birthday Easter Gifts Toys for Girls Boys 4, 5, 6, 7, 8, 9, 10 +Year Old (Purple 1 Mic)", "asin": "B0CHS6J88M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Instant Print Camera for Kids - Christmas Birthday Girls Gifts for Age 3 4 5 6 7 8 9 10 Year Old, 2.4 Inch Screen Kids Instant Camera, Kid Digital Video Cameras Toys with 32 GB SD Card", "asin": "B0DB5TQSSY", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Headband Making Kit for Girls - Easter Arts & Crafts -Make Your Own Fashion Headbands for Kids - DIY Hair Accessories Set - Gift for Ages 5-12 Year Old Girl - Little Children's Art & Craft Gifts", "asin": "B0B3WTSVSV", "price": "$14.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "FUNZBO 520+ Snap Pop Beads - Beads for Jewelry Making Kit, Arts and Crafts for Kids Ages 4-8, Toys for Girls Age 3 4 5 6 7 8 Years Old Birthday Easter Gift, Bracelet Necklace Ring Supplies Snap Set", "asin": "B07TFTGSR8", "price": "$16.85", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Toddler Camera, Kids Digital Camera Instant Print, 1080P Video Camera for Kids with 32GB SD Card, Childrens Toy Camera Easter Birthday Gifts for Boys Girls 3 4 5 6 7 8 9 10 11 12 Year Old", "asin": "B0CSW8719G", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Bubble Gun, 69 Holes Bubble Machine Bubbles Kids Toys for Boys Girls Age 3 4 5 6 7 8 9 10 11 12 Year Old, Summer Outdoor Toy Birthday Wedding Party Favors Gifts", "asin": "B0B4SGMFW4", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Doctor Jupiter My First Science Kit for Kids Ages 4-5-6-7-8-9-10-11-12 | Birthday Gift Ideas for 4+ Year Old Boys & Girls | STEM Learning & Educational Toys | 50+ Experiments Starter Science Series", "asin": "B0D17X5QNF", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Light Up Tracing Pad for Kids - Easter Arts & Crafts Writing Drawing Tracer Board, Craft Kit for Girls & Boys Ages 6-12 - Birthday Toys Gifts Ideas for Girl or Boy 6+ Year Old Gift Toy - 6 7 8 9 10", "asin": "B0CZM89L46", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Science Experiment Kit for Kids, Boys & Girls Age 4-5-6-7-8, Birthday Gift for 4-8 Year Old Boys & Girls, STEM Learning & Educational Toys, Preschool Activities (Science Magic Kit)", "asin": "B0D2DR3F57", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "ZMLM Scratch Paper Art-Crafts Gift: 2 Pack Rainbow Notebooks Supplies Toys Easter Basket Stuffers for 3 4 5 6 7 8 9 10 Years Old Girls and Boys Kids Birthday Party Games (Pink)", "asin": "B08HMHWXWG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Water Marbling Paint for Kids - Arts and Crafts for Girls & Boys Crafts Kits Ideal Gifts for Kids Age 3-5 4-8 8-12", "asin": "B091TVHTD3", "price": "$13.59", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Dan&Darci Light-Up Unicorn Terrarium Kit for Kids - Kid Birthday Easter Gifts - Best Unicorn Toys & Activities Kits Presents - Arts & Crafts for Little Girls & Boys Age 4 5 6 7 8-12 Year Old Girl Gift", "asin": "B09GPY6J8K", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Skillmatics Indoor Scavenger Hunt Card Game - Found It, Learning Toys, Educational, Gifts for Kids, Boys, Girls and Families, for Ages 4, 5, 6, 7, Perfect for Home, School, Playdates", "asin": "B098B2XJJ6", "price": "$11.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine for Kids Girls,Toys Birthday Gifts for Ages 4 5 6 7 8+ Year Old,Protable Bluetooth Speaker with 2 Wireless Microphone for Singing Party Outdoor Play (Pink)", "asin": "B0DHRXSZGH", "price": "$13.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Kids Toys STEM Board Games - Logic Road Builder Brain Teasers Puzzles for 4 5 6 7 Year Old Boys Girls, Educational Montessori Birthday Gifts for Ages 4-8 Preschool Classroom Learning (28 PCS)", "asin": "B0B8TVSF6Y", "price": "$18.99", "delivery": "FREE delivery Apr 6 - 10 for Prime members"},
  {"title": "hahaland Toys for Ages 5-7 - STEM Toys for 5 Year Old Boy Gift - 5 in 1 Take Apart Trucks Transform to Robot - 6-8 Year Old Birthday Gift Ideas - Boys Toys Age 4-6 - Kids Easter Basket Stuffers", "asin": "B08HCRSTY9", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "HopeRock Hover Soccer Ball Toys for 3-12 Year Old Boys Girls, Indoor and Outdoor Creative Toys for Toddlers with Foam Bumper, Birthday Gifts for 3 4 5 6 7 8+ Year Old Children's", "asin": "B0B6HXZ69W", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Water Marbling Paint Kit, Arts and Crafts For Kids,Birthday Gifts for Girls Boys 3+Years Old, Toys For Ages 8-13 5-7 3-6, Art Supplies for Kids", "asin": "B09261VQ6J", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Mini Karaoke Machine with Wireless Microphone (5 Voices Changing) Most Popular Birthday Easter Gifts for 3-12+ Years Old Girls Portable Karaoke Machine for Family Home Party Pink", "asin": "B0CFL2W5WL", "price": "$18.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Jenria Unicorn Gifts for Girls, Girls Toys Age 6-8, Easter Gifts Birthday Gifts for Girls Age 3 4 5 6 7 8 Years Old Girl Birthday Gift Ideas, Unicorn Toys, for Daughter, Niece", "asin": "B0CH6TGP4V", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-03-26T00:46:26.482Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-03-24T21:16:32.815Z", "action": "input", "action_argument": "gift for 5 years old"}
  {"timestamp": "2025-03-24T21:17:41.227Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:14.586Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:17.633Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:24.977Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:26.723Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:32.890Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:41.814Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:58.588Z", "action": "input", "action_argument": "gift for 5 years old girl birthday ideas"}
  {"timestamp": "2025-03-24T21:28:14.005Z", "action": "click_product", "action_argument": "B0BFJ1SSY6"}
  {"timestamp": "2025-03-24T21:29:49.301Z", "action": "purchase", "action_argument": "B0BFJ1SSY6"}
  {"timestamp": "2025-03-24T21:30:00.541Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-24T21:30:07.480Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-24T21:30:10.155Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-24T21:30:11.555Z", "action": "click", "action_argument": "quantity"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-03-26T00:17:51.677Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:25:15.820Z", "action": "input", "action_argument": "# of Actions Recorded"}
  {"timestamp": "2025-03-26T00:26:32.810Z", "action": "input", "action_argument": "Reasons recorded in 7 days: "}
  {"timestamp": "2025-03-26T00:26:45.766Z", "action": "input", "action_argument": "Reasons recorded in 7 days:  xxxooo"}
  {"timestamp": "2025-03-26T00:26:48.514Z", "action": "input", "action_argument": "Reasons recorded in 7 days:  xxxooo"}
  {"timestamp": "2025-03-26T00:32:45.749Z", "action": "input", "action_argument": "xxxx"}
  {"timestamp": "2025-03-26T00:33:09.291Z", "action": "input", "action_argument": "xxxx"}
  {"timestamp": "2025-03-26T00:33:14.167Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-26T00:33:25.026Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-26T00:36:44.929Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:36:48.444Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:36:56.578Z", "action": "click", "action_argument": "suggested_term"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "gift for 5 years old"}],
  "cart_items": [{"title": "Charmin Ultra Soft Cushiony Touch Toilet Paper, 24 Family Mega Rolls = 123 Regular Rolls", "asin": "B0798DVT68", "price": "$35.49", "quantity": "1"}],
  "ads": [{"title": "GILI Pop Beads - Jewelry Making Kit for 3 4 5 6 7 8 Year Old Little Girls - Arts and Crafts Toys for Kids Age 4yr-8yr - Necklace Bracelet Creativity Snap Set Top Best Christmas Birthday Gifts (500pcs)", "asin": "B0727P9R1H"}],
  "search_results": [{"title": "Amazmic Kids Karaoke Microphone Machine Toys for Girls Bluetooth Microphone with LED Light, Birthday Gift for Girls Boys 3 4 5 6 7 8 9 10 11 12 Year Old Kids Toys(Blue)", "asin": "B08GJP4HHB", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "2 Pack Hover Soccer Ball with 8 Pcs Batteries, Air Floating Soccer Toy with LED Lights and Foam Bumper, Indoor Games for Kids 4-8-12, Toys Gifts for 3 4 5 6 7 8 9 Year Old Boys Girls", "asin": "B0B61B4T5J", "price": "$19.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Voice Changer for Kids - Easter Gifts - Voice Changing Device for Boys & Girls Ages 3-8+ Olds - Birthday Gifts for 3, 4, 5, 7, 8 Year Old Boy - Cool Outdoor Toys Gift Ideas for Kid, Toddler", "asin": "B0CHX4W2HH", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Kids Camera Instant Print, Christmas Birthday Gifts for Kids Age 3-12, Selfie Digital Camera with 1080P Videos,Toddler Portable Travel Camera Toy for 4 5 6 7 8 9 Year Old Boys Girls-Blue", "asin": "B0BTM72KLT", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "ESSENSON Binoculars for Kids Toys Gifts for Age 3, 4, 5, 6, 7, 8, 9, 10+ Years Old Boys Girls Kids Telescope Outdoor Toys for Sports and Outside Play, Bird Watching, Birthday Presents(Blue)", "asin": "B094PPC8KP", "price": "$5.94", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Instant Print Camera for Kids,2.4 Inch Screen Kids Instant Cameras, Christmas Birthday Gifts for Girls Age 3-12, Portable Toddler Toy for 3 4 5 6 7 8 9 10 Year Old Girls Boys Purple", "asin": "B0C6F21D9C", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Microscope for Kids - Portable Handheld Magnifying Glass for Kids - Mini Digital Microscope for Kids Educational Science Toys, Christmas Birthday Gifts for Age 3 4 5 6 7 8 Girls&Boys \uff08Pink\uff09", "asin": "B0D56PZ8VK", "price": "$21.56", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Dan&Darci Foil Art Kit for Kids - Arts and Crafts for Kid Ages 4-8, 4-6, 5-7, 5-8, 6-8 - 5 Year Old Girl Gifts - Fun Kits Projects Activities - Girls Birthday Gift - Craft Age 4 5 6 7 8 Years", "asin": "B0DH6PD2ZB", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Doctor Jupiter My First Science Kit for Kids Ages 4-5-6-7-8| Birthday Gift Ideas for 4-8-12 Year Old Boys & Girls| Toy Stem Kit with 100+ Experiments| Learning & Educational, Preschool Activities", "asin": "B09XGMHGJ3", "price": "$25.40", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "hahaland Toys for Ages 5-7 - Interactive Whack A Game with Sound and Light Stem Montessori Toy Fun Gifts for Early Learning Education Birthday Gift for Kids Age 3 4 5 6 7 8 Years Old Boys Girls", "asin": "B0BZVRYVQ9", "price": "$25.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine Toys Gifts: Kids Toys Easter Birthday Gifts for 4 5 6 7 8 9 Years Old Girl Boy LED Portable Bluetooth Speaker with 2 Wireless Microphone Girl Boy Kid Adult Gift Age 3-12+", "asin": "B0DFCR699K", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Karaoke Machine for Kids Adults, Karaoke Toys Gifts for Girls Boys, Portable Bluetooth Speaker with Wireless Microphone, Birthday Gifts for Girls Boys Ages 4, 5, 6, 7, 8, 9, 10, 12+ Years Old", "asin": "B0CNX715QB", "price": "$17.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Toys for 3-7 Year Old Boys: LET'S GO! Binoculars for Kids with Bird Watching Manual Easter Birthday Gifts for 4 5 6 7 8 Year Old Boy Girls Outdoor Toy for Kid Ages 5-7 Toddler Camping Telescope", "asin": "B0C2CF4HHH", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Toys for Girls Age 3-8, Kids Digital Camera Toddler Camera for 3 4 5 6 7 8 Years Old Birthday Gifts, 1080P Video Camera with Cute Protective Cover & 32GB SD Card", "asin": "B0CZ4CPDWK", "price": "$16.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Toys for Ages 5-7 Boys Girls, Walkie Talkies for Kids 1000FT Range 2 Channels 2 Way Radio Toy Christmas Birthday Gifts for Girls Boys Ages 3 4 5 6 7 8 9 Camping Hiking Outdoor Games", "asin": "B0D6B72WH4", "price": "$13.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Instant Camera, Kids for 3-12 Year Old Girls Boys, Kids Digital Camera Instant Print with Print Paper, Toddler Kids Toys, 4 5 6 7 8 9 10 Year Old Girl Gifts", "asin": "B0DDT8TJPJ", "price": "$26.09", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "50+ Lab Experiments Science Kits for Kids - STEM Projects Educational Scientific Toys for Kids 4 5 6 7 8 9 10 12 Years Old, Christmas Birthday Gifts for Boys and Girls, Learning & Education", "asin": "B0D3TKH588", "price": "$12.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Root Viewer Kit for Kids - Easter Gifts - Grow Your Own Plant for Boys & Girls - Science STEM Toy & Craft Growing Kits for Ages 4-8 Birthday Gifts for Boy, Girl 4, 5, 6, 7, 8, Year Old - Gardening Toy", "asin": "B0CRK33YXD", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Dance Mat Toys for 3-12 Years Old Girls Birthday Gifts, Musical Dance Mat for Kids, Dance Pad with LED Lights, 6 Game Modes, Built-in Music, Adjustable Volume, Christmas Birthday Gifts for Boys Girls", "asin": "B09YRQWCC5"},
  {"title": "Ankuka Toys Karaoke Microphone Machine for Kids, 4-12 Years Old Girls Birthday Gifts, Portable Speaker with 2 Kids Microphone Toys for Girls Boys Age 3, 4, 5, 6, 7, 8, 9, 10+Year Old- Purple Color", "asin": "B0CHJMVCFH", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Toys for Girls 4-6, Drawing Projector for Kids, Art Sketch Projector Drawing and Tracing Include 64 Projection Image, Color Pen, Drawing Stencil, Kids Learn How to Draw Toys Set for Boys Girl ages 3-5", "asin": "B09FL4Z3FY", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine for Kids Adults,Portable Bluetooth Speaker, 1-2 Wireless Microphones with Fun Voice Changing Function-Toys for 5 6 7 8 9 10 Year Old Girl Boys Birthday Gifts Ideas", "asin": "B0D8VJGMGJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Obuby Toys for 3-12 Year Old Boys Walkie Talkies for Kids 22 Channels 2 Way Radio Gifts Toys with Backlit LCD Flashlight 3 KMs Range for Age 3 up Boy and Girls to Outside , Hiking, Camping", "asin": "B07TQLRGJR", "price": "$24.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Smartivity Magic Science Kit for Kids Ages 4, 5, 6, 7, 8 Years | 50+ Amazing Science Experiments I Birthday Gifts for Boys & Girls | I Educational Toy for Kids Age 4-8 Years Old", "asin": "B0BZDJ92Y3", "price": "$25.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Skillmatics Storybook Art Kit - Unicorn & Princesses, Easter Basket Stuffers, Write & Create Fairytale Stories, Creative Activity for Girls & Boys, Gifts for Kids Ages 5, 6, 7, 8, 9, 10", "asin": "B0CMH9HN74", "price": "$24.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Flooyes Dance Mat Toys for 3-12 Year Old Kids, Electronic Dance Pad with Light-up 6-Button Wireless Bluetooth, Music Dance with 5 Game Modes, Birthday Toys Gifts for 3 4 5 6 7 8 9 10+ Year Old Girls", "asin": "B0B4JXZJYY", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Story Magic Storybook Maker by Horizon Group USA, Create Your Own Stories, Hardcover Storybook, Includes Stickers, Markers, Punch Outs, Unicorn Mask, 200+ Storytelling Materials, Perfect for Ages 4+", "asin": "B084DZ9YKG", "price": "$25.75", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine,Funny Toys Christmas Birthday Gifts for Kids Age 4-12 Girls,Boys,Adults,MEGUO Karaoke Microphone Toys for 4,5,6,7,8,9,10,11,12+ Year Old Girls Boys Kids Birthday Party", "asin": "B0BS5953ZK", "price": "$16.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "YLL Karaoke Machine for Kids Adults, Portable Mini Bluetooth Speaker with Wireless Microphone, Birthday Easter Gifts Toys for Girls Boys 4, 5, 6, 7, 8, 9, 10 +Year Old (Purple 1 Mic)", "asin": "B0CHS6J88M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Instant Print Camera for Kids - Christmas Birthday Girls Gifts for Age 3 4 5 6 7 8 9 10 Year Old, 2.4 Inch Screen Kids Instant Camera, Kid Digital Video Cameras Toys with 32 GB SD Card", "asin": "B0DB5TQSSY", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Headband Making Kit for Girls - Easter Arts & Crafts -Make Your Own Fashion Headbands for Kids - DIY Hair Accessories Set - Gift for Ages 5-12 Year Old Girl - Little Children's Art & Craft Gifts", "asin": "B0B3WTSVSV", "price": "$14.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "FUNZBO 520+ Snap Pop Beads - Beads for Jewelry Making Kit, Arts and Crafts for Kids Ages 4-8, Toys for Girls Age 3 4 5 6 7 8 Years Old Birthday Easter Gift, Bracelet Necklace Ring Supplies Snap Set", "asin": "B07TFTGSR8", "price": "$16.85", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Toddler Camera, Kids Digital Camera Instant Print, 1080P Video Camera for Kids with 32GB SD Card, Childrens Toy Camera Easter Birthday Gifts for Boys Girls 3 4 5 6 7 8 9 10 11 12 Year Old", "asin": "B0CSW8719G", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Bubble Gun, 69 Holes Bubble Machine Bubbles Kids Toys for Boys Girls Age 3 4 5 6 7 8 9 10 11 12 Year Old, Summer Outdoor Toy Birthday Wedding Party Favors Gifts", "asin": "B0B4SGMFW4", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Doctor Jupiter My First Science Kit for Kids Ages 4-5-6-7-8-9-10-11-12 | Birthday Gift Ideas for 4+ Year Old Boys & Girls | STEM Learning & Educational Toys | 50+ Experiments Starter Science Series", "asin": "B0D17X5QNF", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Light Up Tracing Pad for Kids - Easter Arts & Crafts Writing Drawing Tracer Board, Craft Kit for Girls & Boys Ages 6-12 - Birthday Toys Gifts Ideas for Girl or Boy 6+ Year Old Gift Toy - 6 7 8 9 10", "asin": "B0CZM89L46", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Science Experiment Kit for Kids, Boys & Girls Age 4-5-6-7-8, Birthday Gift for 4-8 Year Old Boys & Girls, STEM Learning & Educational Toys, Preschool Activities (Science Magic Kit)", "asin": "B0D2DR3F57", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "ZMLM Scratch Paper Art-Crafts Gift: 2 Pack Rainbow Notebooks Supplies Toys Easter Basket Stuffers for 3 4 5 6 7 8 9 10 Years Old Girls and Boys Kids Birthday Party Games (Pink)", "asin": "B08HMHWXWG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Water Marbling Paint for Kids - Arts and Crafts for Girls & Boys Crafts Kits Ideal Gifts for Kids Age 3-5 4-8 8-12", "asin": "B091TVHTD3", "price": "$13.59", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Dan&Darci Light-Up Unicorn Terrarium Kit for Kids - Kid Birthday Easter Gifts - Best Unicorn Toys & Activities Kits Presents - Arts & Crafts for Little Girls & Boys Age 4 5 6 7 8-12 Year Old Girl Gift", "asin": "B09GPY6J8K", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Skillmatics Indoor Scavenger Hunt Card Game - Found It, Learning Toys, Educational, Gifts for Kids, Boys, Girls and Families, for Ages 4, 5, 6, 7, Perfect for Home, School, Playdates", "asin": "B098B2XJJ6", "price": "$11.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine for Kids Girls,Toys Birthday Gifts for Ages 4 5 6 7 8+ Year Old,Protable Bluetooth Speaker with 2 Wireless Microphone for Singing Party Outdoor Play (Pink)", "asin": "B0DHRXSZGH", "price": "$13.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Kids Toys STEM Board Games - Logic Road Builder Brain Teasers Puzzles for 4 5 6 7 Year Old Boys Girls, Educational Montessori Birthday Gifts for Ages 4-8 Preschool Classroom Learning (28 PCS)", "asin": "B0B8TVSF6Y", "price": "$18.99", "delivery": "FREE delivery Apr 6 - 10 for Prime members"},
  {"title": "hahaland Toys for Ages 5-7 - STEM Toys for 5 Year Old Boy Gift - 5 in 1 Take Apart Trucks Transform to Robot - 6-8 Year Old Birthday Gift Ideas - Boys Toys Age 4-6 - Kids Easter Basket Stuffers", "asin": "B08HCRSTY9", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "HopeRock Hover Soccer Ball Toys for 3-12 Year Old Boys Girls, Indoor and Outdoor Creative Toys for Toddlers with Foam Bumper, Birthday Gifts for 3 4 5 6 7 8+ Year Old Children's", "asin": "B0B6HXZ69W", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Water Marbling Paint Kit, Arts and Crafts For Kids,Birthday Gifts for Girls Boys 3+Years Old, Toys For Ages 8-13 5-7 3-6, Art Supplies for Kids", "asin": "B09261VQ6J", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Mini Karaoke Machine with Wireless Microphone (5 Voices Changing) Most Popular Birthday Easter Gifts for 3-12+ Years Old Girls Portable Karaoke Machine for Family Home Party Pink", "asin": "B0CFL2W5WL", "price": "$18.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Jenria Unicorn Gifts for Girls, Girls Toys Age 6-8, Easter Gifts Birthday Gifts for Girls Age 3 4 5 6 7 8 Years Old Girl Birthday Gift Ideas, Unicorn Toys, for Daughter, Niece", "asin": "B0CH6TGP4V", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-03-26T00:46:26.482Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-03-24T21:16:32.815Z", "action": "input", "action_argument": "gift for 5 years old"}
  {"timestamp": "2025-03-24T21:17:41.227Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:14.586Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:17.633Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:24.977Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:18:26.723Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:32.890Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:41.814Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-24T21:21:58.588Z", "action": "input", "action_argument": "gift for 5 years old girl birthday ideas"}
  {"timestamp": "2025-03-24T21:28:14.005Z", "action": "click_product", "action_argument": "B0BFJ1SSY6"}
  {"timestamp": "2025-03-24T21:29:49.301Z", "action": "purchase", "action_argument": "B0BFJ1SSY6"}
  {"timestamp": "2025-03-24T21:30:00.541Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-03-24T21:30:07.480Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-24T21:30:10.155Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-03-24T21:30:11.555Z", "action": "click", "action_argument": "quantity"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-03-26T00:17:51.677Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:25:15.820Z", "action": "input", "action_argument": "# of Actions Recorded"}
  {"timestamp": "2025-03-26T00:26:32.810Z", "action": "input", "action_argument": "Reasons recorded in 7 days: "}
  {"timestamp": "2025-03-26T00:26:45.766Z", "action": "input", "action_argument": "Reasons recorded in 7 days:  xxxooo"}
  {"timestamp": "2025-03-26T00:26:48.514Z", "action": "input", "action_argument": "Reasons recorded in 7 days:  xxxooo"}
  {"timestamp": "2025-03-26T00:32:45.749Z", "action": "input", "action_argument": "xxxx"}
  {"timestamp": "2025-03-26T00:33:09.291Z", "action": "input", "action_argument": "xxxx"}
  {"timestamp": "2025-03-26T00:33:14.167Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-26T00:33:25.026Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-03-26T00:36:44.929Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:36:48.444Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-03-26T00:36:56.578Z", "action": "click", "action_argument": "suggested_term"}
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "gift for 5 years old"}],
  "cart_items": [{"title": "Charmin Ultra Soft Cushiony Touch Toilet Paper, 24 Family Mega Rolls = 123 Regular Rolls", "asin": "B0798DVT68", "price": "$35.49", "quantity": "1"}],
  "ads": [{"title": "GILI Pop Beads - Jewelry Making Kit for 3 4 5 6 7 8 Year Old Little Girls - Arts and Crafts Toys for Kids Age 4yr-8yr - Necklace Bracelet Creativity Snap Set Top Best Christmas Birthday Gifts (500pcs)", "asin": "B0727P9R1H"}],
  "search_results": [{"title": "Amazmic Kids Karaoke Microphone Machine Toys for Girls Bluetooth Microphone with LED Light, Birthday Gift for Girls Boys 3 4 5 6 7 8 9 10 11 12 Year Old Kids Toys(Blue)", "asin": "B08GJP4HHB", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "2 Pack Hover Soccer Ball with 8 Pcs Batteries, Air Floating Soccer Toy with LED Lights and Foam Bumper, Indoor Games for Kids 4-8-12, Toys Gifts for 3 4 5 6 7 8 9 Year Old Boys Girls", "asin": "B0B61B4T5J", "price": "$19.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Voice Changer for Kids - Easter Gifts - Voice Changing Device for Boys & Girls Ages 3-8+ Olds - Birthday Gifts for 3, 4, 5, 7, 8 Year Old Boy - Cool Outdoor Toys Gift Ideas for Kid, Toddler", "asin": "B0CHX4W2HH", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Kids Camera Instant Print, Christmas Birthday Gifts for Kids Age 3-12, Selfie Digital Camera with 1080P Videos,Toddler Portable Travel Camera Toy for 4 5 6 7 8 9 Year Old Boys Girls-Blue", "asin": "B0BTM72KLT", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
  {"title": "ESSENSON Binoculars for Kids Toys Gifts for Age 3, 4, 5, 6, 7, 8, 9, 10+ Years Old Boys Girls Kids Telescope Outdoor Toys for Sports and Outside Play, Bird Watching, Birthday Presents(Blue)", "asin": "B094PPC8KP", "price": "$5.94", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Instant Print Camera for Kids,2.4 Inch Screen Kids Instant Cameras, Christmas Birthday Gifts for Girls Age 3-12, Portable Toddler Toy for 3 4 5 6 7 8 9 10 Year Old Girls Boys Purple", "asin": "B0C6F21D9C", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Microscope for Kids - Portable Handheld Magnifying Glass for Kids - Mini Digital Microscope for Kids Educational Science Toys, Christmas Birthday Gifts for Age 3 4 5 6 7 8 Girls&Boys \uff08Pink\uff09", "asin": "B0D56PZ8VK", "price": "$21.56", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Dan&Darci Foil Art Kit for Kids - Arts and Crafts for Kid Ages 4-8, 4-6, 5-7, 5-8, 6-8 - 5 Year Old Girl Gifts - Fun Kits Projects Activities - Girls Birthday Gift - Craft Age 4 5 6 7 8 Years", "asin": "B0DH6PD2ZB", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Doctor Jupiter My First Science Kit for Kids Ages 4-5-6-7-8| Birthday Gift Ideas for 4-8-12 Year Old Boys & Girls| Toy Stem Kit with 100+ Experiments| Learning & Educational, Preschool Activities", "asin": "B09XGMHGJ3", "price": "$25.40", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "hahaland Toys for Ages 5-7 - Interactive Whack A Game with Sound and Light Stem Montessori Toy Fun Gifts for Early Learning Education Birthday Gift for Kids Age 3 4 5 6 7 8 Years Old Boys Girls", "asin": "B0BZVRYVQ9", "price": "$25.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine Toys Gifts: Kids Toys Easter Birthday Gifts for 4 5 6 7 8 9 Years Old Girl Boy LED Portable Bluetooth Speaker with 2 Wireless Microphone Girl Boy Kid Adult Gift Age 3-12+", "asin": "B0DFCR699K", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Karaoke Machine for Kids Adults, Karaoke Toys Gifts for Girls Boys, Portable Bluetooth Speaker with Wireless Microphone, Birthday Gifts for Girls Boys Ages 4, 5, 6, 7, 8, 9, 10, 12+ Years Old", "asin": "B0CNX715QB", "price": "$17.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Toys for 3-7 Year Old Boys: LET'S GO! Binoculars for Kids with Bird Watching Manual Easter Birthday Gifts for 4 5 6 7 8 Year Old Boy Girls Outdoor Toy for Kid Ages 5-7 Toddler Camping Telescope", "asin": "B0C2CF4HHH", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Toys for Girls Age 3-8, Kids Digital Camera Toddler Camera for 3 4 5 6 7 8 Years Old Birthday Gifts, 1080P Video Camera with Cute Protective Cover & 32GB SD Card", "asin": "B0CZ4CPDWK", "price": "$16.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Toys for Ages 5-7 Boys Girls, Walkie Talkies for Kids 1000FT Range 2 Channels 2 Way Radio Toy Christmas Birthday Gifts for Girls Boys Ages 3 4 5 6 7 8 9 Camping Hiking Outdoor Games", "asin": "B0D6B72WH4", "price": "$13.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Instant Camera, Kids for 3-12 Year Old Girls Boys, Kids Digital Camera Instant Print with Print Paper, Toddler Kids Toys, 4 5 6 7 8 9 10 Year Old Girl Gifts", "asin": "B0DDT8TJPJ", "price": "$26.09", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "50+ Lab Experiments Science Kits for Kids - STEM Projects Educational Scientific Toys for Kids 4 5 6 7 8 9 10 12 Years Old, Christmas Birthday Gifts for Boys and Girls, Learning & Education", "asin": "B0D3TKH588", "price": "$12.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Root Viewer Kit for Kids - Easter Gifts - Grow Your Own Plant for Boys & Girls - Science STEM Toy & Craft Growing Kits for Ages 4-8 Birthday Gifts for Boy, Girl 4, 5, 6, 7, 8, Year Old - Gardening Toy", "asin": "B0CRK33YXD", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Dance Mat Toys for 3-12 Years Old Girls Birthday Gifts, Musical Dance Mat for Kids, Dance Pad with LED Lights, 6 Game Modes, Built-in Music, Adjustable Volume, Christmas Birthday Gifts for Boys Girls", "asin": "B09YRQWCC5"},
  {"title": "Ankuka Toys Karaoke Microphone Machine for Kids, 4-12 Years Old Girls Birthday Gifts, Portable Speaker with 2 Kids Microphone Toys for Girls Boys Age 3, 4, 5, 6, 7, 8, 9, 10+Year Old- Purple Color", "asin": "B0CHJMVCFH", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Toys for Girls 4-6, Drawing Projector for Kids, Art Sketch Projector Drawing and Tracing Include 64 Projection Image, Color Pen, Drawing Stencil, Kids Learn How to Draw Toys Set for Boys Girl ages 3-5", "asin": "B09FL4Z3FY", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine for Kids Adults,Portable Bluetooth Speaker, 1-2 Wireless Microphones with Fun Voice Changing Function-Toys for 5 6 7 8 9 10 Year Old Girl Boys Birthday Gifts Ideas", "asin": "B0D8VJGMGJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Obuby Toys for 3-12 Year Old Boys Walkie Talkies for Kids 22 Channels 2 Way Radio Gifts Toys with Backlit LCD Flashlight 3 KMs Range for Age 3 up Boy and Girls to Outside , Hiking, Camping", "asin": "B07TQLRGJR", "price": "$24.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Smartivity Magic Science Kit for Kids Ages 4, 5, 6, 7, 8 Years | 50+ Amazing Science Experiments I Birthday Gifts for Boys & Girls | I Educational Toy for Kids Age 4-8 Years Old", "asin": "B0BZDJ92Y3", "price": "$25.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Skillmatics Storybook Art Kit - Unicorn & Princesses, Easter Basket Stuffers, Write & Create Fairytale Stories, Creative Activity for Girls & Boys, Gifts for Kids Ages 5, 6, 7, 8, 9, 10", "asin": "B0CMH9HN74", "price": "$24.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Flooyes Dance Mat Toys for 3-12 Year Old Kids, Electronic Dance Pad with Light-up 6-Button Wireless Bluetooth, Music Dance with 5 Game Modes, Birthday Toys Gifts for 3 4 5 6 7 8 9 10+ Year Old Girls", "asin": "B0B4JXZJYY", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Story Magic Storybook Maker by Horizon Group USA, Create Your Own Stories, Hardcover Storybook, Includes Stickers, Markers, Punch Outs, Unicorn Mask, 200+ Storytelling Materials, Perfect for Ages 4+", "asin": "B084DZ9YKG", "price": "$25.75", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine,Funny Toys Christmas Birthday Gifts for Kids Age 4-12 Girls,Boys,Adults,MEGUO Karaoke Microphone Toys for 4,5,6,7,8,9,10,11,12+ Year Old Girls Boys Kids Birthday Party", "asin": "B0BS5953ZK", "price": "$16.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "YLL Karaoke Machine for Kids Adults, Portable Mini Bluetooth Speaker with Wireless Microphone, Birthday Easter Gifts Toys for Girls Boys 4, 5, 6, 7, 8, 9, 10 +Year Old (Purple 1 Mic)", "asin": "B0CHS6J88M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Instant Print Camera for Kids - Christmas Birthday Girls Gifts for Age 3 4 5 6 7 8 9 10 Year Old, 2.4 Inch Screen Kids Instant Camera, Kid Digital Video Cameras Toys with 32 GB SD Card", "asin": "B0DB5TQSSY", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Headband Making Kit for Girls - Easter Arts & Crafts -Make Your Own Fashion Headbands for Kids - DIY Hair Accessories Set - Gift for Ages 5-12 Year Old Girl - Little Children's Art & Craft Gifts", "asin": "B0B3WTSVSV", "price": "$14.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "FUNZBO 520+ Snap Pop Beads - Beads for Jewelry Making Kit, Arts and Crafts for Kids Ages 4-8, Toys for Girls Age 3 4 5 6 7 8 Years Old Birthday Easter Gift, Bracelet Necklace Ring Supplies Snap Set", "asin": "B07TFTGSR8", "price": "$16.85", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Camera Toddler Camera, Kids Digital Camera Instant Print, 1080P Video Camera for Kids with 32GB SD Card, Childrens Toy Camera Easter Birthday Gifts for Boys Girls 3 4 5 6 7 8 9 10 11 12 Year Old", "asin": "B0CSW8719G", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Bubble Gun, 69 Holes Bubble Machine Bubbles Kids Toys for Boys Girls Age 3 4 5 6 7 8 9 10 11 12 Year Old, Summer Outdoor Toy Birthday Wedding Party Favors Gifts", "asin": "B0B4SGMFW4", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Doctor Jupiter My First Science Kit for Kids Ages 4-5-6-7-8-9-10-11-12 | Birthday Gift Ideas for 4+ Year Old Boys & Girls | STEM Learning & Educational Toys | 50+ Experiments Starter Science Series", "asin": "B0D17X5QNF", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Light Up Tracing Pad for Kids - Easter Arts & Crafts Writing Drawing Tracer Board, Craft Kit for Girls & Boys Ages 6-12 - Birthday Toys Gifts Ideas for Girl or Boy 6+ Year Old Gift Toy - 6 7 8 9 10", "asin": "B0CZM89L46", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Science Experiment Kit for Kids, Boys & Girls Age 4-5-6-7-8, Birthday Gift for 4-8 Year Old Boys & Girls, STEM Learning & Educational Toys, Preschool Activities (Science Magic Kit)", "asin": "B0D2DR3F57", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "ZMLM Scratch Paper Art-Crafts Gift: 2 Pack Rainbow Notebooks Supplies Toys Easter Basket Stuffers for 3 4 5 6 7 8 9 10 Years Old Girls and Boys Kids Birthday Party Games (Pink)", "asin": "B08HMHWXWG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
  {"title": "Water Marbling Paint for Kids - Arts and Crafts for Girls & Boys Crafts Kits Ideal Gifts for Kids Age 3-5 4-8 8-12", "asin": "B091TVHTD3", "price": "$13.59", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Dan&Darci Light-Up Unicorn Terrarium Kit for Kids - Kid Birthday Easter Gifts - Best Unicorn Toys & Activities Kits Presents - Arts & Crafts for Little Girls & Boys Age 4 5 6 7 8-12 Year Old Girl Gift", "asin": "B09GPY6J8K", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Skillmatics Indoor Scavenger Hunt Card Game - Found It, Learning Toys, Educational, Gifts for Kids, Boys, Girls and Families, for Ages 4, 5, 6, 7, Perfect for Home, School, Playdates", "asin": "B098B2XJJ6", "price": "$11.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Mini Karaoke Machine for Kids Girls,Toys Birthday Gifts for Ages 4 5 6 7 8+ Year Old,Protable Bluetooth Speaker with 2 Wireless Microphone for Singing Party Outdoor Play (Pink)", "asin": "B0DHRXSZGH", "price": "$13.99", "delivery": " Two-Day FREE delivery Thu, Mar 27"},
  {"title": "Kids Toys STEM Board Games - Logic Road Builder Brain Teasers Puzzles for 4 5 6 7 Year Old Boys Girls, Educational Montessori Birthday Gifts for Ages 4-8 Preschool Classroom Learning (28 PCS)", "asin": "B0B8TVSF6Y", "price": "$18.99", "delivery": "FREE delivery Apr 6 - 10 for Prime members"},
  {"title": "hahaland Toys for Ages 5-7 - STEM Toys for 5 Year Old Boy Gift - 5 in 1 Take Apart Trucks Transform to Robot - 6-8 Year Old Birthday Gift Ideas - Boys Toys Age 4-6 - Kids Easter Basket Stuffers", "asin": "B08HCRSTY9", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "HopeRock Hover Soccer Ball Toys for 3-12 Year Old Boys Girls, Indoor and Outdoor Creative Toys for Toddlers with Foam Bumper, Birthday Gifts for 3 4 5 6 7 8+ Year Old Children's", "asin": "B0B6HXZ69W", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Water Marbling Paint Kit, Arts and Crafts For Kids,Birthday Gifts for Girls Boys 3+Years Old, Toys For Ages 8-13 5-7 3-6, Art Supplies for Kids", "asin": "B09261VQ6J", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Kids Mini Karaoke Machine with Wireless Microphone (5 Voices Changing) Most Popular Birthday Easter Gifts for 3-12+ Years Old Girls Portable Karaoke Machine for Family Home Party Pink", "asin": "B0CFL2W5WL", "price": "$18.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"},
  {"title": "Jenria Unicorn Gifts for Girls, Girls Toys Age 6-8, Easter Gifts Birthday Gifts for Girls Age 3 4 5 6 7 8 Years Old Girl Birthday Gift Ideas, Unicorn Toys, for Daughter, Niece", "asin": "B0CH6TGP4V", "price": "$28.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 26"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-03-26T00:46:26.482Z", // 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>
  