prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-09T20:39:19.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:22.339Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
  {"timestamp": "2025-04-09T20:39:46.299Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
  <|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": "japanese mini kit kat"}],
  "promotion_items": [{"title": "Kandy Korner\nChocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "quantity": ""},
  {"title": "Tony's Chocolonely\nChocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars\nCacao6 Piece Set", "asin": "B08PX2V7S8", "price": "$9.98", "quantity": ""},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)\nMilk Chocolate", "asin": "B0C3T1MR41", "price": "$24.76", "quantity": ""},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "quantity": ""},
  {"title": "Kit KatLemon Crisp Easter Assortment Miniatures, Lemon Flavored Wafers in White Creme Miniature Chocolate Candy Bars - 2 Pounds\nLemon2 Pound (Pack of 2)", "asin": "B088MGHFVD", "price": "$24.98", "quantity": ""},
  {"title": "Twix Fun Size Candy Bars Left and Right, 2lb Pack of Bulk Chocolate Candy Individually Wrapped, Ideal Caramel Chocolate for Sharing with Friends, Perfect Twix Mini Candy Bars for Parties and Events", "asin": "B0DHT2TDBY", "price": "$24.99", "quantity": ""},
  {"title": "Tony's Chocolonely\nChocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars\nCacao6 Piece Set", "asin": "B08PX2V7S8", "price": "$9.98", "quantity": ""},
  {"title": "Tony's Chocolonely\nSuper Duper Milk Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars\nSuper Duper Milk Bundle6 Count (Pack of 1)", "asin": "B07T4TKWWH", "price": "$27.41", "quantity": ""},
  {"title": "Kandy Korner\nChocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "quantity": ""},
  {"title": "Tony's Chocolonely\n70% Dark Chocolate Bar - Dark Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 4 Bars\nDark4 Count (Pack of 1)", "asin": "B087K17C7Q", "price": "$19.88", "quantity": ""},
  {"title": "Butterfinger\nCRUNCH, Baby Ruth and 100 Grand, Bulk 60 Pack, Assorted Fun Size Chocolate Candy Bars, Stocking Stuffers, 37.2 oz\nChocolate60 Count (Pack of 1)", "asin": "B09NMX9CGB", "price": "$14.74", "quantity": ""},
  {"title": "Kinder Bueno\nMini, 125 Count Party Pack, Milk Chocolate and Hazelnut Cream, Individually Wrapped Chocolate Bars, 23.8 oz\nHazelnut125 Count (Pack of 1)", "asin": "B0CD31YXQB", "price": "$19.49", "quantity": ""}],
  "search_results": [{"title": "Crispy Wafer Miniatures \u2013 10LB (Approx. 300 Pieces) \u2013 Individually Wrapped Milk Chocolate Easter Candy for Snacking, Sharing & Basket Fillers", "asin": "B0DYHTD3CV", "price": "$24.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Chocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Chocolate Wafer Valentine To & From Bars \u2013 5 Pounds (Approx. 155 Bars), Individually Wrapped Snack Size", "asin": "B0DSCBL6JD", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Twix Fun Size Candy Bars Left and Right, 2lb Pack of Bulk Chocolate Candy Individually Wrapped, Ideal Caramel Chocolate for Sharing with Friends, Perfect Twix Mini Candy Bars for Parties and Events", "asin": "B0DHT2TDBY", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Pantry Pack, 12.25 oz (25 Pieces)", "asin": "B09JJYGCDH", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bag, 32.34 oz (66 Pieces)", "asin": "B077CG8JR8", "price": "$14.84", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Jumbo Bag, 20.1 oz", "asin": "B00CP3LMEI", "price": "$7.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items Arrives before Easter"},
  {"title": "Kit KatMiniatures Chocolate Candy - Bite-Sized Milk Chocolate Wafers - Individually Wrapped - Bulk Pack - 1 Pound", "asin": "B09ZJC2JQB", "price": "$14.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Minis Unwrapped Chocolate Bar - 2 Packs (7.6oz Each) - Candy Chocolate Unwrapped pack - Halloween Candy, Chocolate Candy Bars, Milk Chocolate, Chocolate Wafer, Ideal for Snacks and Mini Chocolate Gifts", "asin": "B0DFZ4W5NY", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 1 left in stock - order soon."},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Chocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars", "asin": "B08PX2V7S8", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)", "asin": "B0C3T1MR41", "price": "$24.76", "delivery": "$3.99 delivery Fri, Apr 18 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars (Assorted)", "asin": "B0BTMWWYTK", "price": "$26.31", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Easter Chocolate Candy Variety Pack - HERSHEY\u2019S KISSES, KITKAT Bars, REESEScups (3 Pound Bag - Approx. 200 Count)", "asin": "B0CXNSZ74D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 14 - 15 Arrives before Easter"},
  {"title": "KIT KAT and REESE'S Assorted Milk Chocolate Flavored Candy Party Pack, 33.36 oz", "asin": "B082YVBLHD", "price": "$14.84", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KIT KAT Chocolate Bars Miniatures, 32oz (2LB) Bulk Candy, Assorted Miniatures, (White, Milk, Dark Chocolate) - 2 Pound", "asin": "B0CQKNHCBW", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Mini Chocolate Bars-1.5 lbs Milk Chocolate Kit Kat Mini Individually Wrapped Bulk Pack-Crisp Wafer Kit Kat in Bulk - Perfect Snack Size for Sharing and Enjoyment(24 oz)", "asin": "B0DKVQPCNY", "price": "$18.90", "delivery": "FREE delivery Apr 15 - 17 for Prime members Arrives before Easter"},
  {"title": "KlT-KAT Milk Chocolate Wafer Snack Size, Candy Bag (2 LB)", "asin": "B0DF9FSF2K", "price": "$18.80", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 20 left in stock - order soon."},
  {"title": "Super Duper Milk Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars", "asin": "B07T4TKWWH", "price": "$27.41", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Arrives before Easter"},
  {"title": "Reeces Milk Chocolate Miniature Peanut Butter Cups, Individually Wrapped 1.5 lbs-Crunchy Milk Chocolate Filled With Creamy Peanut Butter That Melts In Your Mouth-Kosher and Gluten Free(24 oz)", "asin": "B0F223J3CP", "price": "$13.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Assorted Individually Wrapped Easter Chocolate Candy Variety Pack of Bulk, Ideal Mix for Easter Baskets, Egg Hunts, Spring Parties, Candy Dishes, Special Occasions and Snacking, Perfect Assortment for Chocolate Lovers - 5lb", "asin": "B0DNG78JG4", "price": "$26.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "70% Dark Chocolate Bar - Dark Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 4 Bars", "asin": "B087K17C7Q", "price": "$19.88", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Share Pack, 10.1 oz", "asin": "B07N1X89YD", "price": "$4.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Minis Unwrapped Milk Chocolate Wafer Candy Bag, 7.6 oz", "asin": "B07N22DPDL", "price": "$5.89", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bag, 10.78 oz", "asin": "B000T3O8RO", "price": "$4.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bars, 0.49 oz (8 Count)", "asin": "B000WG4DCI", "price": "$1.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Top 3 Milk Chocolate Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars", "asin": "B0CHXKJC7C", "price": "$27.41", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Lindtbars Easter Classic Recipe Hazelnut Milk Chocolate Bars, Cute Red Heart Shaped Tin Stuffed with Mini Llndt Bars of Candy Chocolate Great For Easter Stuffer and All Year", "asin": "B0DTVNMY4M", "price": "$7.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)", "asin": "B0C3T1MR41", "price": "$24.76", "delivery": "$3.99 delivery Fri, Apr 18 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "Minis 180g Pouch {Imported from Canada}", "asin": "B07DMRY2RJ", "price": "$9.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter Only 4 left in stock - order soon."},
  {"title": "Chocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KitKat Red Crisp Wafers Miniatures Milk Chocolate Candy Bars - Individually Wrapped - Bulk Pack - 2 Pound (Pack of 1)", "asin": "B01N2898C9"},
  {"title": "KitKt Bulk Miniatures Bars Valentine's Candy 1.5 lb - Individually Wrapped Bulk Milk Chocolate Wafer Candy Bars For Parties, Gifts & Treats", "asin": "B0DSJSQC4M", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KltKat Chocolate Wafer To & From Exchange \u2013 1 Pounds (Approx. 30 Bars), Individually Wrapped Snack Size Bars", "asin": "B0DT4ZH6BY", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Mini Chocolate Japanese KitKat 12 Pcs Random - Variety Pack Assortment - Authentic Candy Sweets Wafer Snacks Gift, 12 Small Size", "asin": "B0DKMPKP67", "price": "$12.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Miniatures Assorted Chocolate and White Creme Wafer Candy Bars in Bulk for Party Favors - Individually Wrapped Kitkat Candy Bars Fun Sharing Size Perfect for Snacking, Adults and Kids, 2lb", "asin": "B0CPFTGT8B"},
  {"title": "KltKat Milk Chocolate \"To and From\" Approx. 32 Pieces Bars with Crisp Wafer Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DT4Y6P5C", "price": "$11.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 5 left in stock - order soon."},
  {"title": "Kit KatLemon Crisp Easter Assortment Miniatures, Lemon Flavored Wafers in White Creme Miniature Chocolate Candy Bars - 2 Pounds", "asin": "B088MGHFVD", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Miniatures Lemon Flavored Creme Wafer, Easter Candy Bag, 8.4 oz", "asin": "B09HR3WQZ9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KIT KAT Chocolate Bars Miniatures, 64oz (4LB) Bulk Candy, Assorted Miniatures, (White, Milk, Dark Chocolate) - 4 Pound (Pack of 1)", "asin": "B07HKRFZ8X", "price": "$28.95", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KitKat Miniatures Crisp Wafers, Dark Chocolate Snack Size (Pack of 2 Pounds)", "asin": "B07MQVVDJ3", "price": "$23.99", "delivery": "FREE delivery Sun, Apr 13 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Nestle Japan KitKat Mini Adult Sweetness Strawberry 11 pieces (Pack of 2)", "asin": "B0DG4YPR4N", "price": "$13.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "24 Mini Japanese KitKat Chocolate Variety Pack Assortment (12 Flavors X 2)- Authentic Candy Snacks Wafer Sweets Gift - 24 Cute Small Size", "asin": "B0DJ854XR5", "price": "$21.90", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 1 left in stock - order soon."},
  {"title": "NESTL\u00c9 KitKat Mini Chocolate Orange Flavor 7pcs,90 grams", "asin": "B0BXWPBST4", "price": "$7.58", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Milk Chocolate Mini EASTER Eggs 2 Pounds Apporx 125 Eggs", "asin": "B0CMRC8KL4", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Unwrapped Mini Milk Chocolate in Crispy Wafers, 3.8 Ounce (Pack of 2)", "asin": "B08NZ6GSL2"},
  {"title": "Miniatures Milk Chocolate Wafer, Easter Candy Bag, 9.6 oz", "asin": "B0CJVMMR92"},
  {"title": "NESTL\u00c9 Mini Chocolate Bar Adult Sweetness Dark Matcha 10pcs", "asin": "B0BXWM2MXD", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
  {"title": "NESTLE KitKat Mini Chocolate Milk Tea Flavor, 1 Count (Pack of 7), 0.409 ounces", "asin": "B0C4G6FFJL", "price": "$5.79", "delivery": "FREE delivery Apr 14 - 16 for Prime members"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Family Pack, 16.1 oz", "asin": "B07YSJPW1R", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Mon, Apr 14 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Miniatures", "asin": "B00C21TNGM", "price": "$10.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Miniatures Crisp Wafers, Dark Chocolate Snack Size, 8 Ounces, Approx 25 Bars (8 OZ)", "asin": "B0CL74K3JB", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Mini, 125 Count Party Pack, Milk Chocolate and Hazelnut Cream, Individually Wrapped Chocolate Bars, 23.8 oz", "asin": "B0CD31YXQB", "price": "$19.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Nestl\u00e9 Mini Kit Kat Chocolate Bars, 25pcs, 312g/11oz.", "asin": "B09YS2DN2H", "price": "$16.99", "delivery": "$9.99 delivery Apr 18 - 23 Only 19 left in stock - order soon."},
  {"title": "Nestl\u00e9 KitKat Mini Adult Sweetness Strawberry 11 pcs", "asin": "B0B4JVVNMM", "price": "$8.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer, Valentine's Candy Bag, 9.6 oz", "asin": "B0992PW27X", "price": "$9.05", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 7 left in stock - order soon."},
  {"title": "KIT KAT Miniatures Wafer Candy Bars (Assorted)", "asin": "B0BTMWWYTK", "price": "$26.31", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Bars, Halloween, 10 Ounce (Pack of 1)", "asin": "B008BTT648", "price": "$2.99", "delivery": "$5.99 delivery Thu, Apr 24 Or fastest delivery Apr 18 - 21"},
  {"title": "Japanese KitKat Blueberry Cheese Cake Box 4.2oz - 9 Mini Bar", "asin": "B0DXZ7XMJB", "price": "$24.00", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
  {"title": "Kit Kat Chocolate Mini Bars \u2013 2 Pound Bag (Approx. 70 Bars) \u2013 Great for Sharing and Candy Jars", "asin": "B0DHDDDZ2P", "price": "$34.99", "delivery": "FREE delivery Mon, Apr 14 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Valetines Day KltKat-mini Miniatures 30+ bars Crisp Wafers, Dark Chocolate Snack Size", "asin": "B0CLQ7W7S6", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Nestle Kit Kat Mini Cacao 72%, Pack of 12", "asin": "B0CHBNCN7W"}]
  <|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": "2025-04-09T20:40:37.053Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-09T20:39:19.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:22.339Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
  {"timestamp": "2025-04-09T20:39:46.299Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
  <|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": "japanese mini kit kat"}],
  "promotion_items": [{"title": "Kandy Korner\nChocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "quantity": ""},
  {"title": "Tony's Chocolonely\nChocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars\nCacao6 Piece Set", "asin": "B08PX2V7S8", "price": "$9.98", "quantity": ""},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)\nMilk Chocolate", "asin": "B0C3T1MR41", "price": "$24.76", "quantity": ""},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "quantity": ""},
  {"title": "Kit KatLemon Crisp Easter Assortment Miniatures, Lemon Flavored Wafers in White Creme Miniature Chocolate Candy Bars - 2 Pounds\nLemon2 Pound (Pack of 2)", "asin": "B088MGHFVD", "price": "$24.98", "quantity": ""},
  {"title": "Twix Fun Size Candy Bars Left and Right, 2lb Pack of Bulk Chocolate Candy Individually Wrapped, Ideal Caramel Chocolate for Sharing with Friends, Perfect Twix Mini Candy Bars for Parties and Events", "asin": "B0DHT2TDBY", "price": "$24.99", "quantity": ""},
  {"title": "Tony's Chocolonely\nChocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars\nCacao6 Piece Set", "asin": "B08PX2V7S8", "price": "$9.98", "quantity": ""},
  {"title": "Tony's Chocolonely\nSuper Duper Milk Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars\nSuper Duper Milk Bundle6 Count (Pack of 1)", "asin": "B07T4TKWWH", "price": "$27.41", "quantity": ""},
  {"title": "Kandy Korner\nChocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "quantity": ""},
  {"title": "Tony's Chocolonely\n70% Dark Chocolate Bar - Dark Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 4 Bars\nDark4 Count (Pack of 1)", "asin": "B087K17C7Q", "price": "$19.88", "quantity": ""},
  {"title": "Butterfinger\nCRUNCH, Baby Ruth and 100 Grand, Bulk 60 Pack, Assorted Fun Size Chocolate Candy Bars, Stocking Stuffers, 37.2 oz\nChocolate60 Count (Pack of 1)", "asin": "B09NMX9CGB", "price": "$14.74", "quantity": ""},
  {"title": "Kinder Bueno\nMini, 125 Count Party Pack, Milk Chocolate and Hazelnut Cream, Individually Wrapped Chocolate Bars, 23.8 oz\nHazelnut125 Count (Pack of 1)", "asin": "B0CD31YXQB", "price": "$19.49", "quantity": ""}],
  "search_results": [{"title": "Crispy Wafer Miniatures \u2013 10LB (Approx. 300 Pieces) \u2013 Individually Wrapped Milk Chocolate Easter Candy for Snacking, Sharing & Basket Fillers", "asin": "B0DYHTD3CV", "price": "$24.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Chocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Chocolate Wafer Valentine To & From Bars \u2013 5 Pounds (Approx. 155 Bars), Individually Wrapped Snack Size", "asin": "B0DSCBL6JD", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Twix Fun Size Candy Bars Left and Right, 2lb Pack of Bulk Chocolate Candy Individually Wrapped, Ideal Caramel Chocolate for Sharing with Friends, Perfect Twix Mini Candy Bars for Parties and Events", "asin": "B0DHT2TDBY", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Pantry Pack, 12.25 oz (25 Pieces)", "asin": "B09JJYGCDH", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bag, 32.34 oz (66 Pieces)", "asin": "B077CG8JR8", "price": "$14.84", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Jumbo Bag, 20.1 oz", "asin": "B00CP3LMEI", "price": "$7.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items Arrives before Easter"},
  {"title": "Kit KatMiniatures Chocolate Candy - Bite-Sized Milk Chocolate Wafers - Individually Wrapped - Bulk Pack - 1 Pound", "asin": "B09ZJC2JQB", "price": "$14.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Minis Unwrapped Chocolate Bar - 2 Packs (7.6oz Each) - Candy Chocolate Unwrapped pack - Halloween Candy, Chocolate Candy Bars, Milk Chocolate, Chocolate Wafer, Ideal for Snacks and Mini Chocolate Gifts", "asin": "B0DFZ4W5NY", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 1 left in stock - order soon."},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Chocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars", "asin": "B08PX2V7S8", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)", "asin": "B0C3T1MR41", "price": "$24.76", "delivery": "$3.99 delivery Fri, Apr 18 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars (Assorted)", "asin": "B0BTMWWYTK", "price": "$26.31", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Easter Chocolate Candy Variety Pack - HERSHEY\u2019S KISSES, KITKAT Bars, REESEScups (3 Pound Bag - Approx. 200 Count)", "asin": "B0CXNSZ74D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 14 - 15 Arrives before Easter"},
  {"title": "KIT KAT and REESE'S Assorted Milk Chocolate Flavored Candy Party Pack, 33.36 oz", "asin": "B082YVBLHD", "price": "$14.84", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KIT KAT Chocolate Bars Miniatures, 32oz (2LB) Bulk Candy, Assorted Miniatures, (White, Milk, Dark Chocolate) - 2 Pound", "asin": "B0CQKNHCBW", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Mini Chocolate Bars-1.5 lbs Milk Chocolate Kit Kat Mini Individually Wrapped Bulk Pack-Crisp Wafer Kit Kat in Bulk - Perfect Snack Size for Sharing and Enjoyment(24 oz)", "asin": "B0DKVQPCNY", "price": "$18.90", "delivery": "FREE delivery Apr 15 - 17 for Prime members Arrives before Easter"},
  {"title": "KlT-KAT Milk Chocolate Wafer Snack Size, Candy Bag (2 LB)", "asin": "B0DF9FSF2K", "price": "$18.80", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 20 left in stock - order soon."},
  {"title": "Super Duper Milk Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars", "asin": "B07T4TKWWH", "price": "$27.41", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Arrives before Easter"},
  {"title": "Reeces Milk Chocolate Miniature Peanut Butter Cups, Individually Wrapped 1.5 lbs-Crunchy Milk Chocolate Filled With Creamy Peanut Butter That Melts In Your Mouth-Kosher and Gluten Free(24 oz)", "asin": "B0F223J3CP", "price": "$13.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Assorted Individually Wrapped Easter Chocolate Candy Variety Pack of Bulk, Ideal Mix for Easter Baskets, Egg Hunts, Spring Parties, Candy Dishes, Special Occasions and Snacking, Perfect Assortment for Chocolate Lovers - 5lb", "asin": "B0DNG78JG4", "price": "$26.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "70% Dark Chocolate Bar - Dark Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 4 Bars", "asin": "B087K17C7Q", "price": "$19.88", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Share Pack, 10.1 oz", "asin": "B07N1X89YD", "price": "$4.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Minis Unwrapped Milk Chocolate Wafer Candy Bag, 7.6 oz", "asin": "B07N22DPDL", "price": "$5.89", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bag, 10.78 oz", "asin": "B000T3O8RO", "price": "$4.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bars, 0.49 oz (8 Count)", "asin": "B000WG4DCI", "price": "$1.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Top 3 Milk Chocolate Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars", "asin": "B0CHXKJC7C", "price": "$27.41", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Lindtbars Easter Classic Recipe Hazelnut Milk Chocolate Bars, Cute Red Heart Shaped Tin Stuffed with Mini Llndt Bars of Candy Chocolate Great For Easter Stuffer and All Year", "asin": "B0DTVNMY4M", "price": "$7.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)", "asin": "B0C3T1MR41", "price": "$24.76", "delivery": "$3.99 delivery Fri, Apr 18 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "Minis 180g Pouch {Imported from Canada}", "asin": "B07DMRY2RJ", "price": "$9.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter Only 4 left in stock - order soon."},
  {"title": "Chocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KitKat Red Crisp Wafers Miniatures Milk Chocolate Candy Bars - Individually Wrapped - Bulk Pack - 2 Pound (Pack of 1)", "asin": "B01N2898C9"},
  {"title": "KitKt Bulk Miniatures Bars Valentine's Candy 1.5 lb - Individually Wrapped Bulk Milk Chocolate Wafer Candy Bars For Parties, Gifts & Treats", "asin": "B0DSJSQC4M", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KltKat Chocolate Wafer To & From Exchange \u2013 1 Pounds (Approx. 30 Bars), Individually Wrapped Snack Size Bars", "asin": "B0DT4ZH6BY", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Mini Chocolate Japanese KitKat 12 Pcs Random - Variety Pack Assortment - Authentic Candy Sweets Wafer Snacks Gift, 12 Small Size", "asin": "B0DKMPKP67", "price": "$12.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Miniatures Assorted Chocolate and White Creme Wafer Candy Bars in Bulk for Party Favors - Individually Wrapped Kitkat Candy Bars Fun Sharing Size Perfect for Snacking, Adults and Kids, 2lb", "asin": "B0CPFTGT8B"},
  {"title": "KltKat Milk Chocolate \"To and From\" Approx. 32 Pieces Bars with Crisp Wafer Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DT4Y6P5C", "price": "$11.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 5 left in stock - order soon."},
  {"title": "Kit KatLemon Crisp Easter Assortment Miniatures, Lemon Flavored Wafers in White Creme Miniature Chocolate Candy Bars - 2 Pounds", "asin": "B088MGHFVD", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Miniatures Lemon Flavored Creme Wafer, Easter Candy Bag, 8.4 oz", "asin": "B09HR3WQZ9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KIT KAT Chocolate Bars Miniatures, 64oz (4LB) Bulk Candy, Assorted Miniatures, (White, Milk, Dark Chocolate) - 4 Pound (Pack of 1)", "asin": "B07HKRFZ8X", "price": "$28.95", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KitKat Miniatures Crisp Wafers, Dark Chocolate Snack Size (Pack of 2 Pounds)", "asin": "B07MQVVDJ3", "price": "$23.99", "delivery": "FREE delivery Sun, Apr 13 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Nestle Japan KitKat Mini Adult Sweetness Strawberry 11 pieces (Pack of 2)", "asin": "B0DG4YPR4N", "price": "$13.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "24 Mini Japanese KitKat Chocolate Variety Pack Assortment (12 Flavors X 2)- Authentic Candy Snacks Wafer Sweets Gift - 24 Cute Small Size", "asin": "B0DJ854XR5", "price": "$21.90", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 1 left in stock - order soon."},
  {"title": "NESTL\u00c9 KitKat Mini Chocolate Orange Flavor 7pcs,90 grams", "asin": "B0BXWPBST4", "price": "$7.58", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Milk Chocolate Mini EASTER Eggs 2 Pounds Apporx 125 Eggs", "asin": "B0CMRC8KL4", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Unwrapped Mini Milk Chocolate in Crispy Wafers, 3.8 Ounce (Pack of 2)", "asin": "B08NZ6GSL2"},
  {"title": "Miniatures Milk Chocolate Wafer, Easter Candy Bag, 9.6 oz", "asin": "B0CJVMMR92"},
  {"title": "NESTL\u00c9 Mini Chocolate Bar Adult Sweetness Dark Matcha 10pcs", "asin": "B0BXWM2MXD", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
  {"title": "NESTLE KitKat Mini Chocolate Milk Tea Flavor, 1 Count (Pack of 7), 0.409 ounces", "asin": "B0C4G6FFJL", "price": "$5.79", "delivery": "FREE delivery Apr 14 - 16 for Prime members"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Family Pack, 16.1 oz", "asin": "B07YSJPW1R", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Mon, Apr 14 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Miniatures", "asin": "B00C21TNGM", "price": "$10.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Miniatures Crisp Wafers, Dark Chocolate Snack Size, 8 Ounces, Approx 25 Bars (8 OZ)", "asin": "B0CL74K3JB", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Mini, 125 Count Party Pack, Milk Chocolate and Hazelnut Cream, Individually Wrapped Chocolate Bars, 23.8 oz", "asin": "B0CD31YXQB", "price": "$19.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Nestl\u00e9 Mini Kit Kat Chocolate Bars, 25pcs, 312g/11oz.", "asin": "B09YS2DN2H", "price": "$16.99", "delivery": "$9.99 delivery Apr 18 - 23 Only 19 left in stock - order soon."},
  {"title": "Nestl\u00e9 KitKat Mini Adult Sweetness Strawberry 11 pcs", "asin": "B0B4JVVNMM", "price": "$8.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer, Valentine's Candy Bag, 9.6 oz", "asin": "B0992PW27X", "price": "$9.05", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 7 left in stock - order soon."},
  {"title": "KIT KAT Miniatures Wafer Candy Bars (Assorted)", "asin": "B0BTMWWYTK", "price": "$26.31", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Bars, Halloween, 10 Ounce (Pack of 1)", "asin": "B008BTT648", "price": "$2.99", "delivery": "$5.99 delivery Thu, Apr 24 Or fastest delivery Apr 18 - 21"},
  {"title": "Japanese KitKat Blueberry Cheese Cake Box 4.2oz - 9 Mini Bar", "asin": "B0DXZ7XMJB", "price": "$24.00", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
  {"title": "Kit Kat Chocolate Mini Bars \u2013 2 Pound Bag (Approx. 70 Bars) \u2013 Great for Sharing and Candy Jars", "asin": "B0DHDDDZ2P", "price": "$34.99", "delivery": "FREE delivery Mon, Apr 14 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Valetines Day KltKat-mini Miniatures 30+ bars Crisp Wafers, Dark Chocolate Snack Size", "asin": "B0CLQ7W7S6", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Nestle Kit Kat Mini Cacao 72%, Pack of 12", "asin": "B0CHBNCN7W"}]
  <|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": "2025-04-09T20:40:37.053Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-09T20:39:19.485Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:22.339Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"}
  {"timestamp": "2025-04-09T20:39:46.299Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"}
  <|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": "japanese mini kit kat"}],
  "promotion_items": [{"title": "Kandy Korner\nChocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "quantity": ""},
  {"title": "Tony's Chocolonely\nChocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars\nCacao6 Piece Set", "asin": "B08PX2V7S8", "price": "$9.98", "quantity": ""},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)\nMilk Chocolate", "asin": "B0C3T1MR41", "price": "$24.76", "quantity": ""},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "quantity": ""},
  {"title": "Kit KatLemon Crisp Easter Assortment Miniatures, Lemon Flavored Wafers in White Creme Miniature Chocolate Candy Bars - 2 Pounds\nLemon2 Pound (Pack of 2)", "asin": "B088MGHFVD", "price": "$24.98", "quantity": ""},
  {"title": "Twix Fun Size Candy Bars Left and Right, 2lb Pack of Bulk Chocolate Candy Individually Wrapped, Ideal Caramel Chocolate for Sharing with Friends, Perfect Twix Mini Candy Bars for Parties and Events", "asin": "B0DHT2TDBY", "price": "$24.99", "quantity": ""},
  {"title": "Tony's Chocolonely\nChocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars\nCacao6 Piece Set", "asin": "B08PX2V7S8", "price": "$9.98", "quantity": ""},
  {"title": "Tony's Chocolonely\nSuper Duper Milk Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars\nSuper Duper Milk Bundle6 Count (Pack of 1)", "asin": "B07T4TKWWH", "price": "$27.41", "quantity": ""},
  {"title": "Kandy Korner\nChocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "quantity": ""},
  {"title": "Tony's Chocolonely\n70% Dark Chocolate Bar - Dark Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 4 Bars\nDark4 Count (Pack of 1)", "asin": "B087K17C7Q", "price": "$19.88", "quantity": ""},
  {"title": "Butterfinger\nCRUNCH, Baby Ruth and 100 Grand, Bulk 60 Pack, Assorted Fun Size Chocolate Candy Bars, Stocking Stuffers, 37.2 oz\nChocolate60 Count (Pack of 1)", "asin": "B09NMX9CGB", "price": "$14.74", "quantity": ""},
  {"title": "Kinder Bueno\nMini, 125 Count Party Pack, Milk Chocolate and Hazelnut Cream, Individually Wrapped Chocolate Bars, 23.8 oz\nHazelnut125 Count (Pack of 1)", "asin": "B0CD31YXQB", "price": "$19.49", "quantity": ""}],
  "search_results": [{"title": "Crispy Wafer Miniatures \u2013 10LB (Approx. 300 Pieces) \u2013 Individually Wrapped Milk Chocolate Easter Candy for Snacking, Sharing & Basket Fillers", "asin": "B0DYHTD3CV", "price": "$24.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Chocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Chocolate Wafer Valentine To & From Bars \u2013 5 Pounds (Approx. 155 Bars), Individually Wrapped Snack Size", "asin": "B0DSCBL6JD", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Twix Fun Size Candy Bars Left and Right, 2lb Pack of Bulk Chocolate Candy Individually Wrapped, Ideal Caramel Chocolate for Sharing with Friends, Perfect Twix Mini Candy Bars for Parties and Events", "asin": "B0DHT2TDBY", "price": "$24.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Pantry Pack, 12.25 oz (25 Pieces)", "asin": "B09JJYGCDH", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bag, 32.34 oz (66 Pieces)", "asin": "B077CG8JR8", "price": "$14.84", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Jumbo Bag, 20.1 oz", "asin": "B00CP3LMEI", "price": "$7.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items Arrives before Easter"},
  {"title": "Kit KatMiniatures Chocolate Candy - Bite-Sized Milk Chocolate Wafers - Individually Wrapped - Bulk Pack - 1 Pound", "asin": "B09ZJC2JQB", "price": "$14.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Minis Unwrapped Chocolate Bar - 2 Packs (7.6oz Each) - Candy Chocolate Unwrapped pack - Halloween Candy, Chocolate Candy Bars, Milk Chocolate, Chocolate Wafer, Ideal for Snacks and Mini Chocolate Gifts", "asin": "B0DFZ4W5NY", "price": "$14.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 1 left in stock - order soon."},
  {"title": "Milk Chocolate \"To & From\" Bars with Crisp Wafer \u2013 Treat (1.5Lb, Approx. 75 Pieces) \u2013 Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DRDNXQM7", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Chocolate Bar Variety Pack - Milk, Dark, Nougat, Caramel, Hazelnut, Almond & Sea Salt - 6 Individually Packed Bars", "asin": "B08PX2V7S8", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)", "asin": "B0C3T1MR41", "price": "$24.76", "delivery": "$3.99 delivery Fri, Apr 18 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars (Assorted)", "asin": "B0BTMWWYTK", "price": "$26.31", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Easter Chocolate Candy Variety Pack - HERSHEY\u2019S KISSES, KITKAT Bars, REESEScups (3 Pound Bag - Approx. 200 Count)", "asin": "B0CXNSZ74D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 14 - 15 Arrives before Easter"},
  {"title": "KIT KAT and REESE'S Assorted Milk Chocolate Flavored Candy Party Pack, 33.36 oz", "asin": "B082YVBLHD", "price": "$14.84", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KIT KAT Chocolate Bars Miniatures, 32oz (2LB) Bulk Candy, Assorted Miniatures, (White, Milk, Dark Chocolate) - 2 Pound", "asin": "B0CQKNHCBW", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Mini Chocolate Bars-1.5 lbs Milk Chocolate Kit Kat Mini Individually Wrapped Bulk Pack-Crisp Wafer Kit Kat in Bulk - Perfect Snack Size for Sharing and Enjoyment(24 oz)", "asin": "B0DKVQPCNY", "price": "$18.90", "delivery": "FREE delivery Apr 15 - 17 for Prime members Arrives before Easter"},
  {"title": "KlT-KAT Milk Chocolate Wafer Snack Size, Candy Bag (2 LB)", "asin": "B0DF9FSF2K", "price": "$18.80", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 20 left in stock - order soon."},
  {"title": "Super Duper Milk Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars", "asin": "B07T4TKWWH", "price": "$27.41", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Arrives before Easter"},
  {"title": "Reeces Milk Chocolate Miniature Peanut Butter Cups, Individually Wrapped 1.5 lbs-Crunchy Milk Chocolate Filled With Creamy Peanut Butter That Melts In Your Mouth-Kosher and Gluten Free(24 oz)", "asin": "B0F223J3CP", "price": "$13.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Assorted Individually Wrapped Easter Chocolate Candy Variety Pack of Bulk, Ideal Mix for Easter Baskets, Egg Hunts, Spring Parties, Candy Dishes, Special Occasions and Snacking, Perfect Assortment for Chocolate Lovers - 5lb", "asin": "B0DNG78JG4", "price": "$26.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "70% Dark Chocolate Bar - Dark Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 4 Bars", "asin": "B087K17C7Q", "price": "$19.88", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Share Pack, 10.1 oz", "asin": "B07N1X89YD", "price": "$4.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Minis Unwrapped Milk Chocolate Wafer Candy Bag, 7.6 oz", "asin": "B07N22DPDL", "price": "$5.89", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bag, 10.78 oz", "asin": "B000T3O8RO", "price": "$4.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Milk Chocolate Wafer Snack Size, Candy Bars, 0.49 oz (8 Count)", "asin": "B000WG4DCI", "price": "$1.99", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50"},
  {"title": "Top 3 Milk Chocolate Bundle - Belgium Chocolate, No Artificial Flavoring, Fairtrade & B Corp Certified - 6.35 Oz, 6 Bars", "asin": "B0CHXKJC7C", "price": "$27.41", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Lindtbars Easter Classic Recipe Hazelnut Milk Chocolate Bars, Cute Red Heart Shaped Tin Stuffed with Mini Llndt Bars of Candy Chocolate Great For Easter Stuffer and All Year", "asin": "B0DTVNMY4M", "price": "$7.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KIT KAT Miniatures Wafer Candy Bars 2 Lb (MILK CHOCOLATE)", "asin": "B0C3T1MR41", "price": "$24.76", "delivery": "$3.99 delivery Fri, Apr 18 Or fastest delivery Mon, Apr 14 Arrives before Easter"},
  {"title": "Minis 180g Pouch {Imported from Canada}", "asin": "B07DMRY2RJ", "price": "$9.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter Only 4 left in stock - order soon."},
  {"title": "Chocolate Candy Bars, Pack of KitKats in Bulk, Perfect, Tasty and Convenient Miniatures Candy Bars for Sharing with Friends, Family and Guests - 2lb", "asin": "B0CVJ3DFP6", "price": "$17.95", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KitKat Red Crisp Wafers Miniatures Milk Chocolate Candy Bars - Individually Wrapped - Bulk Pack - 2 Pound (Pack of 1)", "asin": "B01N2898C9"},
  {"title": "KitKt Bulk Miniatures Bars Valentine's Candy 1.5 lb - Individually Wrapped Bulk Milk Chocolate Wafer Candy Bars For Parties, Gifts & Treats", "asin": "B0DSJSQC4M", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KltKat Chocolate Wafer To & From Exchange \u2013 1 Pounds (Approx. 30 Bars), Individually Wrapped Snack Size Bars", "asin": "B0DT4ZH6BY", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Mini Chocolate Japanese KitKat 12 Pcs Random - Variety Pack Assortment - Authentic Candy Sweets Wafer Snacks Gift, 12 Small Size", "asin": "B0DKMPKP67", "price": "$12.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Miniatures Assorted Chocolate and White Creme Wafer Candy Bars in Bulk for Party Favors - Individually Wrapped Kitkat Candy Bars Fun Sharing Size Perfect for Snacking, Adults and Kids, 2lb", "asin": "B0CPFTGT8B"},
  {"title": "KltKat Milk Chocolate \"To and From\" Approx. 32 Pieces Bars with Crisp Wafer Individually Wrapped for Gifting, Sharing, and Snacking", "asin": "B0DT4Y6P5C", "price": "$11.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 5 left in stock - order soon."},
  {"title": "Kit KatLemon Crisp Easter Assortment Miniatures, Lemon Flavored Wafers in White Creme Miniature Chocolate Candy Bars - 2 Pounds", "asin": "B088MGHFVD", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Miniatures Lemon Flavored Creme Wafer, Easter Candy Bag, 8.4 oz", "asin": "B09HR3WQZ9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "KIT KAT Chocolate Bars Miniatures, 64oz (4LB) Bulk Candy, Assorted Miniatures, (White, Milk, Dark Chocolate) - 4 Pound (Pack of 1)", "asin": "B07HKRFZ8X", "price": "$28.95", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "KitKat Miniatures Crisp Wafers, Dark Chocolate Snack Size (Pack of 2 Pounds)", "asin": "B07MQVVDJ3", "price": "$23.99", "delivery": "FREE delivery Sun, Apr 13 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Nestle Japan KitKat Mini Adult Sweetness Strawberry 11 pieces (Pack of 2)", "asin": "B0DG4YPR4N", "price": "$13.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "24 Mini Japanese KitKat Chocolate Variety Pack Assortment (12 Flavors X 2)- Authentic Candy Snacks Wafer Sweets Gift - 24 Cute Small Size", "asin": "B0DJ854XR5", "price": "$21.90", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 1 left in stock - order soon."},
  {"title": "NESTL\u00c9 KitKat Mini Chocolate Orange Flavor 7pcs,90 grams", "asin": "B0BXWPBST4", "price": "$7.58", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Milk Chocolate Mini EASTER Eggs 2 Pounds Apporx 125 Eggs", "asin": "B0CMRC8KL4", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Unwrapped Mini Milk Chocolate in Crispy Wafers, 3.8 Ounce (Pack of 2)", "asin": "B08NZ6GSL2"},
  {"title": "Miniatures Milk Chocolate Wafer, Easter Candy Bag, 9.6 oz", "asin": "B0CJVMMR92"},
  {"title": "NESTL\u00c9 Mini Chocolate Bar Adult Sweetness Dark Matcha 10pcs", "asin": "B0BXWM2MXD", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
  {"title": "NESTLE KitKat Mini Chocolate Milk Tea Flavor, 1 Count (Pack of 7), 0.409 ounces", "asin": "B0C4G6FFJL", "price": "$5.79", "delivery": "FREE delivery Apr 14 - 16 for Prime members"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Family Pack, 16.1 oz", "asin": "B07YSJPW1R", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Mon, Apr 14 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Miniatures", "asin": "B00C21TNGM", "price": "$10.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Kit Kat Miniatures Crisp Wafers, Dark Chocolate Snack Size, 8 Ounces, Approx 25 Bars (8 OZ)", "asin": "B0CL74K3JB", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Mini, 125 Count Party Pack, Milk Chocolate and Hazelnut Cream, Individually Wrapped Chocolate Bars, 23.8 oz", "asin": "B0CD31YXQB", "price": "$19.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Nestl\u00e9 Mini Kit Kat Chocolate Bars, 25pcs, 312g/11oz.", "asin": "B09YS2DN2H", "price": "$16.99", "delivery": "$9.99 delivery Apr 18 - 23 Only 19 left in stock - order soon."},
  {"title": "Nestl\u00e9 KitKat Mini Adult Sweetness Strawberry 11 pcs", "asin": "B0B4JVVNMM", "price": "$8.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer, Valentine's Candy Bag, 9.6 oz", "asin": "B0992PW27X", "price": "$9.05", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter Only 7 left in stock - order soon."},
  {"title": "KIT KAT Miniatures Wafer Candy Bars (Assorted)", "asin": "B0BTMWWYTK", "price": "$26.31", "delivery": " Two-Day FREE delivery Fri, Apr 11 Arrives before Easter"},
  {"title": "Miniatures Milk Chocolate Wafer Candy Bars, Halloween, 10 Ounce (Pack of 1)", "asin": "B008BTT648", "price": "$2.99", "delivery": "$5.99 delivery Thu, Apr 24 Or fastest delivery Apr 18 - 21"},
  {"title": "Japanese KitKat Blueberry Cheese Cake Box 4.2oz - 9 Mini Bar", "asin": "B0DXZ7XMJB", "price": "$24.00", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
  {"title": "Kit Kat Chocolate Mini Bars \u2013 2 Pound Bag (Approx. 70 Bars) \u2013 Great for Sharing and Candy Jars", "asin": "B0DHDDDZ2P", "price": "$34.99", "delivery": "FREE delivery Mon, Apr 14 Arrives before Easter Only 2 left in stock - order soon."},
  {"title": "Valetines Day KltKat-mini Miniatures 30+ bars Crisp Wafers, Dark Chocolate Snack Size", "asin": "B0CLQ7W7S6", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Arrives before Easter"},
  {"title": "Nestle Kit Kat Mini Cacao 72%, Pack of 12", "asin": "B0CHBNCN7W"}]
  <|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": "2025-04-09T20:40:37.053Z", // 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>
  