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": "2025-03-24T21:16:32.815Z", "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"}
  <|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 girl birthday"}],
  "cart_items": [{"title": "New Amazon Kindle Scribe (16GB) - Redesigned display with uniform borders. Now write directly on books and documents. With built-in notebook summarization. Includes Premium Pen - Tungsten", "asin": "B0CZ9VFQ2P", "price": "$399.99", "quantity": "1"},
  {"title": "Cottonelle Ultra Comfort Toilet Paper, 9 Mega Rolls (9 Mega Rolls = 36 Regular Rolls), 244 Sheets per Roll, Packaging May Vary", "asin": "B0CKV7B49Z", "price": "$10.00", "quantity": "1"}],
  "product_details": [{"asin": "B0BFJ1SSY6"},
  {"title": "Gifts for 5 Year Old Girls : I Am 5 & Magical | Coloring Book with Unicorns, Mermaids, Fairies: Cute Birthday / Christmas Gift For Little Girl Age 5 Paperback \u2013 September 16, 2022"}],
  "product_quantity": [{"quantity": "1"}],
  "promotion_items": [{"title": "Never Let a Unicorn Wear a Tutu! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1951287568", "price": "$9.89", "quantity": ""},
  {"title": "Unicorn, Mermaid & Princess: Cute, Fun and Magical Coloring Book For Kids Ages 4-8", "asin": "B0C7F93KZB", "price": "$7.99", "quantity": ""},
  {"title": "Princess, Unicorn, Fairy, and Mermaid: Cute Coloring Book For Kids Ages 4-8 (Easter Basket Stuffers)", "asin": "B0DL8RNWBF", "price": "$8.99", "quantity": ""},
  {"title": "Never Let a Unicorn Scribble! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1732934673", "price": "$11.69", "quantity": ""},
  {"title": "How To Draw Everything: 300 Drawings of Cute Stuff, Animals, Food, Gifts, and other Amazing Things | Book For Kids", "asin": "B0CNQ5X4Y1", "price": "$10.90", "quantity": ""},
  {"title": "A Collection of Stories for 5 Year Olds", "asin": "1680528572", "price": "$6.73", "quantity": ""},
  {"title": "What Should Darla Do? Featuring the Power to Choose (The Power to Choose Series)", "asin": "173309461X", "price": "$12.09", "quantity": ""},
  {"title": "Coloring Book for a 5 Year Old Girl: Birthday Gift, Christmas Stocking, or Easter Basket Stuffer (Easter Basket Stuffer for 5 Year Old Girl)", "asin": "B0DHQJBNGZ", "price": "$7.95", "quantity": ""},
  {"title": "What Should Darla Do? Featuring the Power to Choose (The Power to Choose Series)", "asin": "173309461X", "price": "$12.09", "quantity": ""},
  {"title": "How To Draw Everything: 300 Drawings of Cute Stuff, Animals, Food, Gifts, and other Amazing Things | Book For Kids", "asin": "B0CNQ5X4Y1", "price": "$10.90", "quantity": ""},
  {"title": "A Collection of Stories for 5 Year Olds", "asin": "1680528572", "price": "$6.73", "quantity": ""},
  {"title": "Never Let a Unicorn Wear a Tutu! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1951287568", "price": "$9.89", "quantity": ""},
  {"title": "Unicorn, Mermaid & Princess: Cute, Fun and Magical Coloring Book For Kids Ages 4-8", "asin": "B0C7F93KZB", "price": "$7.99", "quantity": ""},
  {"title": "Princess, Unicorn, Fairy, and Mermaid: Cute Coloring Book For Kids Ages 4-8 (Easter Basket Stuffers)", "asin": "B0DL8RNWBF", "price": "$8.99", "quantity": ""}]
  <|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": "2025-03-24T21:29:49.301Z", // 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": "2025-03-24T21:16:32.815Z", "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"}
  <|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 girl birthday"}],
  "cart_items": [{"title": "New Amazon Kindle Scribe (16GB) - Redesigned display with uniform borders. Now write directly on books and documents. With built-in notebook summarization. Includes Premium Pen - Tungsten", "asin": "B0CZ9VFQ2P", "price": "$399.99", "quantity": "1"},
  {"title": "Cottonelle Ultra Comfort Toilet Paper, 9 Mega Rolls (9 Mega Rolls = 36 Regular Rolls), 244 Sheets per Roll, Packaging May Vary", "asin": "B0CKV7B49Z", "price": "$10.00", "quantity": "1"}],
  "product_details": [{"asin": "B0BFJ1SSY6"},
  {"title": "Gifts for 5 Year Old Girls : I Am 5 & Magical | Coloring Book with Unicorns, Mermaids, Fairies: Cute Birthday / Christmas Gift For Little Girl Age 5 Paperback \u2013 September 16, 2022"}],
  "product_quantity": [{"quantity": "1"}],
  "promotion_items": [{"title": "Never Let a Unicorn Wear a Tutu! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1951287568", "price": "$9.89", "quantity": ""},
  {"title": "Unicorn, Mermaid & Princess: Cute, Fun and Magical Coloring Book For Kids Ages 4-8", "asin": "B0C7F93KZB", "price": "$7.99", "quantity": ""},
  {"title": "Princess, Unicorn, Fairy, and Mermaid: Cute Coloring Book For Kids Ages 4-8 (Easter Basket Stuffers)", "asin": "B0DL8RNWBF", "price": "$8.99", "quantity": ""},
  {"title": "Never Let a Unicorn Scribble! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1732934673", "price": "$11.69", "quantity": ""},
  {"title": "How To Draw Everything: 300 Drawings of Cute Stuff, Animals, Food, Gifts, and other Amazing Things | Book For Kids", "asin": "B0CNQ5X4Y1", "price": "$10.90", "quantity": ""},
  {"title": "A Collection of Stories for 5 Year Olds", "asin": "1680528572", "price": "$6.73", "quantity": ""},
  {"title": "What Should Darla Do? Featuring the Power to Choose (The Power to Choose Series)", "asin": "173309461X", "price": "$12.09", "quantity": ""},
  {"title": "Coloring Book for a 5 Year Old Girl: Birthday Gift, Christmas Stocking, or Easter Basket Stuffer (Easter Basket Stuffer for 5 Year Old Girl)", "asin": "B0DHQJBNGZ", "price": "$7.95", "quantity": ""},
  {"title": "What Should Darla Do? Featuring the Power to Choose (The Power to Choose Series)", "asin": "173309461X", "price": "$12.09", "quantity": ""},
  {"title": "How To Draw Everything: 300 Drawings of Cute Stuff, Animals, Food, Gifts, and other Amazing Things | Book For Kids", "asin": "B0CNQ5X4Y1", "price": "$10.90", "quantity": ""},
  {"title": "A Collection of Stories for 5 Year Olds", "asin": "1680528572", "price": "$6.73", "quantity": ""},
  {"title": "Never Let a Unicorn Wear a Tutu! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1951287568", "price": "$9.89", "quantity": ""},
  {"title": "Unicorn, Mermaid & Princess: Cute, Fun and Magical Coloring Book For Kids Ages 4-8", "asin": "B0C7F93KZB", "price": "$7.99", "quantity": ""},
  {"title": "Princess, Unicorn, Fairy, and Mermaid: Cute Coloring Book For Kids Ages 4-8 (Easter Basket Stuffers)", "asin": "B0DL8RNWBF", "price": "$8.99", "quantity": ""}]
  <|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": "2025-03-24T21:29:49.301Z", // 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": "2025-03-24T21:16:32.815Z", "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"}
  <|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 girl birthday"}],
  "cart_items": [{"title": "New Amazon Kindle Scribe (16GB) - Redesigned display with uniform borders. Now write directly on books and documents. With built-in notebook summarization. Includes Premium Pen - Tungsten", "asin": "B0CZ9VFQ2P", "price": "$399.99", "quantity": "1"},
  {"title": "Cottonelle Ultra Comfort Toilet Paper, 9 Mega Rolls (9 Mega Rolls = 36 Regular Rolls), 244 Sheets per Roll, Packaging May Vary", "asin": "B0CKV7B49Z", "price": "$10.00", "quantity": "1"}],
  "product_details": [{"asin": "B0BFJ1SSY6"},
  {"title": "Gifts for 5 Year Old Girls : I Am 5 & Magical | Coloring Book with Unicorns, Mermaids, Fairies: Cute Birthday / Christmas Gift For Little Girl Age 5 Paperback \u2013 September 16, 2022"}],
  "product_quantity": [{"quantity": "1"}],
  "promotion_items": [{"title": "Never Let a Unicorn Wear a Tutu! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1951287568", "price": "$9.89", "quantity": ""},
  {"title": "Unicorn, Mermaid & Princess: Cute, Fun and Magical Coloring Book For Kids Ages 4-8", "asin": "B0C7F93KZB", "price": "$7.99", "quantity": ""},
  {"title": "Princess, Unicorn, Fairy, and Mermaid: Cute Coloring Book For Kids Ages 4-8 (Easter Basket Stuffers)", "asin": "B0DL8RNWBF", "price": "$8.99", "quantity": ""},
  {"title": "Never Let a Unicorn Scribble! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1732934673", "price": "$11.69", "quantity": ""},
  {"title": "How To Draw Everything: 300 Drawings of Cute Stuff, Animals, Food, Gifts, and other Amazing Things | Book For Kids", "asin": "B0CNQ5X4Y1", "price": "$10.90", "quantity": ""},
  {"title": "A Collection of Stories for 5 Year Olds", "asin": "1680528572", "price": "$6.73", "quantity": ""},
  {"title": "What Should Darla Do? Featuring the Power to Choose (The Power to Choose Series)", "asin": "173309461X", "price": "$12.09", "quantity": ""},
  {"title": "Coloring Book for a 5 Year Old Girl: Birthday Gift, Christmas Stocking, or Easter Basket Stuffer (Easter Basket Stuffer for 5 Year Old Girl)", "asin": "B0DHQJBNGZ", "price": "$7.95", "quantity": ""},
  {"title": "What Should Darla Do? Featuring the Power to Choose (The Power to Choose Series)", "asin": "173309461X", "price": "$12.09", "quantity": ""},
  {"title": "How To Draw Everything: 300 Drawings of Cute Stuff, Animals, Food, Gifts, and other Amazing Things | Book For Kids", "asin": "B0CNQ5X4Y1", "price": "$10.90", "quantity": ""},
  {"title": "A Collection of Stories for 5 Year Olds", "asin": "1680528572", "price": "$6.73", "quantity": ""},
  {"title": "Never Let a Unicorn Wear a Tutu! (Funny Unicorn Picture Book series For Ages 4-8)", "asin": "1951287568", "price": "$9.89", "quantity": ""},
  {"title": "Unicorn, Mermaid & Princess: Cute, Fun and Magical Coloring Book For Kids Ages 4-8", "asin": "B0C7F93KZB", "price": "$7.99", "quantity": ""},
  {"title": "Princess, Unicorn, Fairy, and Mermaid: Cute Coloring Book For Kids Ages 4-8 (Easter Basket Stuffers)", "asin": "B0DL8RNWBF", "price": "$8.99", "quantity": ""}]
  <|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": "2025-03-24T21:29:49.301Z", // 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>
  