prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-23T01:09:41.886Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T01:09:55.403Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:10:02.577Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T01:10:08.141Z", "action": "purchase", "action_argument": "1942148011"}
  {"timestamp": "2025-04-24T02:36:38.226Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-24T02:36:46.832Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-24T02:37:15.269Z", "action": "input", "action_argument": "new commute speed space and chill"}
  {"timestamp": "2025-05-01T15:25:39.717Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T15:30:26.213Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T15:30:30.549Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-01T15:30:32.095Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-01T15:30:33.702Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-01T15:30:41.802Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-01T15:58:25.911Z", "action": "purchase", "action_argument": "B071D4DKTZ"}
  {"timestamp": "2025-05-02T00:32:47.627Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-02T00:32:51.926Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-02T21:55:48.324Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-02T21:55:53.402Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-02T23:46:01.357Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-05-02T23:46:02.625Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-05-02T23:46:19.213Z", "action": "click", "action_argument": "suggested_term"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-03T16:04:15.671Z", "action": "input", "action_argument": "becoming katherin"}
  {"timestamp": "2025-05-03T16:04:15.792Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-03T16:04:39.847Z", "action": "click_product", "action_argument": "B0DCCCRYKL"}
  {"timestamp": "2025-05-03T16:05:55.489Z", "action": "click_product", "action_argument": "B0DZL32YPP"}
  <|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": "becoming katherine graham documentary"}],
  "product_details": [{"asin": "B0DZL32YPP"},
  {"title": "Becoming Katharine Graham: The Woman Who Led The Washington Post and Transformed Journalism (Reel to Reality: True Stories Behind the Screen) Paperback \u2013 Large Print, March 5, 2025"}],
  "product_quantity": [{"quantity": "1"}],
  "promotion_items": [{"title": "Personal History: A Memoir", "asin": "0375701044", "price": "$14.96", "quantity": ""},
  {"title": "Katharine Graham's Washington", "asin": "0375414711", "price": "$16.49", "quantity": ""},
  {"title": "Katharine the Great: Katharine Graham and Her Washington Post Empire", "asin": "1631681583", "price": "$14.99", "quantity": ""},
  {"title": "Maureen Dowd: The Untold Story of an American Journalist", "asin": "B0DZXKKD36", "price": "$17.99", "quantity": ""},
  {"title": "The Art of Power", "asin": "1398541060", "price": "$14.40", "quantity": ""},
  {"title": "Oath and Honor: the explosive inside story from the most senior Republican to stand up to Donald Trump", "asin": "1035416441", "price": "$16.99", "quantity": ""},
  {"title": "The Rulebreaker: The Life and Times of Barbara Walters", "asin": "1982197927", "price": "$14.73", "quantity": ""},
  {"title": "Ask Not: The Kennedys and the Women They Destroyed", "asin": "0316276170", "price": "$14.99", "quantity": ""},
  {"title": "Classified Woman-The Sibel Edmonds Story: A Memoir", "asin": "0615602223", "price": "$14.95", "quantity": ""},
  {"title": "The Outlier: The Unfinished Presidency of Jimmy Carter", "asin": "0451495241", "price": "$13.27", "quantity": ""},
  {"title": "Family Reins: The Extraordinary Rise and Epic Fall of an American Dynasty", "asin": "B0DDB6YKH1", "price": "$18.99", "quantity": ""},
  {"title": "I\u2019m Going Home: This Is The Story Of A Young Couple Struggling To Make A life For Themselves Cut Short By The Civil War", "asin": "1964629918", "price": "$33.99", "quantity": ""},
  {"title": "From Hillbilly Elegy to Political Legacy: The Life of True American Patriot J.D. Vance [Large Print]", "asin": "B0DCK48PGQ", "price": "$15.99", "quantity": ""},
  {"title": "JD Vance Biography: The 2024 Memoir: New Best Selling Political Books - From Hillbilly Elegy to Washington", "asin": "9363113787", "price": "$16.99", "quantity": ""},
  {"title": "Out of the Shadows: My Life Inside the Wild World of Hunter Biden", "asin": "151078229X", "price": "$16.49", "quantity": ""},
  {"title": "The Happy Face Killer: A Daughter\u2019s Reckoning with Her Father\u2019s Crimes (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F26TZ881", "price": "$14.99", "quantity": ""},
  {"title": "I'm Still Here: The Legacy of Eunice Paiva and Brazil\u2019s Fight for Justice (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DZ12SNFX", "price": "$14.99", "quantity": ""},
  {"title": "A Death In The Snow: The Karen Read Trial (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F1MVWNT5", "price": "$14.99", "quantity": ""},
  {"title": "Last Take: The Death of Halyna Hutchins and the Fallout of the Rust Shooting (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F1FGHP35", "price": "$14.99", "quantity": ""},
  {"title": "Becoming Led Zeppelin: How Four Musicians Changed Rock Forever (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DYVMGV35", "price": "$14.99", "quantity": ""},
  {"title": "Gone Girls of Gilgo Beach: The True Story Behind Ruby Franke\u2019s Downfall (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DZXY5JPV", "price": "$14.99", "quantity": ""},
  {"title": "Super Mario Bros. Movie: The Ultimate Fan Guide & Trivia Vault (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DYZMF3NF", "price": "$15.99", "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": "2025-05-03T16:07:10.197Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-23T01:09:41.886Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T01:09:55.403Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:10:02.577Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T01:10:08.141Z", "action": "purchase", "action_argument": "1942148011"}
  {"timestamp": "2025-04-24T02:36:38.226Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-24T02:36:46.832Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-24T02:37:15.269Z", "action": "input", "action_argument": "new commute speed space and chill"}
  {"timestamp": "2025-05-01T15:25:39.717Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T15:30:26.213Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T15:30:30.549Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-01T15:30:32.095Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-01T15:30:33.702Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-01T15:30:41.802Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-01T15:58:25.911Z", "action": "purchase", "action_argument": "B071D4DKTZ"}
  {"timestamp": "2025-05-02T00:32:47.627Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-02T00:32:51.926Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-02T21:55:48.324Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-02T21:55:53.402Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-02T23:46:01.357Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-05-02T23:46:02.625Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-05-02T23:46:19.213Z", "action": "click", "action_argument": "suggested_term"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-03T16:04:15.671Z", "action": "input", "action_argument": "becoming katherin"}
  {"timestamp": "2025-05-03T16:04:15.792Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-03T16:04:39.847Z", "action": "click_product", "action_argument": "B0DCCCRYKL"}
  {"timestamp": "2025-05-03T16:05:55.489Z", "action": "click_product", "action_argument": "B0DZL32YPP"}
  <|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": "becoming katherine graham documentary"}],
  "product_details": [{"asin": "B0DZL32YPP"},
  {"title": "Becoming Katharine Graham: The Woman Who Led The Washington Post and Transformed Journalism (Reel to Reality: True Stories Behind the Screen) Paperback \u2013 Large Print, March 5, 2025"}],
  "product_quantity": [{"quantity": "1"}],
  "promotion_items": [{"title": "Personal History: A Memoir", "asin": "0375701044", "price": "$14.96", "quantity": ""},
  {"title": "Katharine Graham's Washington", "asin": "0375414711", "price": "$16.49", "quantity": ""},
  {"title": "Katharine the Great: Katharine Graham and Her Washington Post Empire", "asin": "1631681583", "price": "$14.99", "quantity": ""},
  {"title": "Maureen Dowd: The Untold Story of an American Journalist", "asin": "B0DZXKKD36", "price": "$17.99", "quantity": ""},
  {"title": "The Art of Power", "asin": "1398541060", "price": "$14.40", "quantity": ""},
  {"title": "Oath and Honor: the explosive inside story from the most senior Republican to stand up to Donald Trump", "asin": "1035416441", "price": "$16.99", "quantity": ""},
  {"title": "The Rulebreaker: The Life and Times of Barbara Walters", "asin": "1982197927", "price": "$14.73", "quantity": ""},
  {"title": "Ask Not: The Kennedys and the Women They Destroyed", "asin": "0316276170", "price": "$14.99", "quantity": ""},
  {"title": "Classified Woman-The Sibel Edmonds Story: A Memoir", "asin": "0615602223", "price": "$14.95", "quantity": ""},
  {"title": "The Outlier: The Unfinished Presidency of Jimmy Carter", "asin": "0451495241", "price": "$13.27", "quantity": ""},
  {"title": "Family Reins: The Extraordinary Rise and Epic Fall of an American Dynasty", "asin": "B0DDB6YKH1", "price": "$18.99", "quantity": ""},
  {"title": "I\u2019m Going Home: This Is The Story Of A Young Couple Struggling To Make A life For Themselves Cut Short By The Civil War", "asin": "1964629918", "price": "$33.99", "quantity": ""},
  {"title": "From Hillbilly Elegy to Political Legacy: The Life of True American Patriot J.D. Vance [Large Print]", "asin": "B0DCK48PGQ", "price": "$15.99", "quantity": ""},
  {"title": "JD Vance Biography: The 2024 Memoir: New Best Selling Political Books - From Hillbilly Elegy to Washington", "asin": "9363113787", "price": "$16.99", "quantity": ""},
  {"title": "Out of the Shadows: My Life Inside the Wild World of Hunter Biden", "asin": "151078229X", "price": "$16.49", "quantity": ""},
  {"title": "The Happy Face Killer: A Daughter\u2019s Reckoning with Her Father\u2019s Crimes (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F26TZ881", "price": "$14.99", "quantity": ""},
  {"title": "I'm Still Here: The Legacy of Eunice Paiva and Brazil\u2019s Fight for Justice (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DZ12SNFX", "price": "$14.99", "quantity": ""},
  {"title": "A Death In The Snow: The Karen Read Trial (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F1MVWNT5", "price": "$14.99", "quantity": ""},
  {"title": "Last Take: The Death of Halyna Hutchins and the Fallout of the Rust Shooting (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F1FGHP35", "price": "$14.99", "quantity": ""},
  {"title": "Becoming Led Zeppelin: How Four Musicians Changed Rock Forever (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DYVMGV35", "price": "$14.99", "quantity": ""},
  {"title": "Gone Girls of Gilgo Beach: The True Story Behind Ruby Franke\u2019s Downfall (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DZXY5JPV", "price": "$14.99", "quantity": ""},
  {"title": "Super Mario Bros. Movie: The Ultimate Fan Guide & Trivia Vault (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DYZMF3NF", "price": "$15.99", "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": "2025-05-03T16:07:10.197Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-23T01:09:41.886Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T01:09:55.403Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-23T01:10:02.577Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-23T01:10:08.141Z", "action": "purchase", "action_argument": "1942148011"}
  {"timestamp": "2025-04-24T02:36:38.226Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-24T02:36:46.832Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-24T02:37:15.269Z", "action": "input", "action_argument": "new commute speed space and chill"}
  {"timestamp": "2025-05-01T15:25:39.717Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T15:30:26.213Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T15:30:30.549Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-01T15:30:32.095Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-01T15:30:33.702Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-01T15:30:41.802Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-01T15:58:25.911Z", "action": "purchase", "action_argument": "B071D4DKTZ"}
  {"timestamp": "2025-05-02T00:32:47.627Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-02T00:32:51.926Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-02T21:55:48.324Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-02T21:55:53.402Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-02T23:46:01.357Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-05-02T23:46:02.625Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-05-02T23:46:19.213Z", "action": "click", "action_argument": "suggested_term"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-03T16:04:15.671Z", "action": "input", "action_argument": "becoming katherin"}
  {"timestamp": "2025-05-03T16:04:15.792Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-03T16:04:39.847Z", "action": "click_product", "action_argument": "B0DCCCRYKL"}
  {"timestamp": "2025-05-03T16:05:55.489Z", "action": "click_product", "action_argument": "B0DZL32YPP"}
  <|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": "becoming katherine graham documentary"}],
  "product_details": [{"asin": "B0DZL32YPP"},
  {"title": "Becoming Katharine Graham: The Woman Who Led The Washington Post and Transformed Journalism (Reel to Reality: True Stories Behind the Screen) Paperback \u2013 Large Print, March 5, 2025"}],
  "product_quantity": [{"quantity": "1"}],
  "promotion_items": [{"title": "Personal History: A Memoir", "asin": "0375701044", "price": "$14.96", "quantity": ""},
  {"title": "Katharine Graham's Washington", "asin": "0375414711", "price": "$16.49", "quantity": ""},
  {"title": "Katharine the Great: Katharine Graham and Her Washington Post Empire", "asin": "1631681583", "price": "$14.99", "quantity": ""},
  {"title": "Maureen Dowd: The Untold Story of an American Journalist", "asin": "B0DZXKKD36", "price": "$17.99", "quantity": ""},
  {"title": "The Art of Power", "asin": "1398541060", "price": "$14.40", "quantity": ""},
  {"title": "Oath and Honor: the explosive inside story from the most senior Republican to stand up to Donald Trump", "asin": "1035416441", "price": "$16.99", "quantity": ""},
  {"title": "The Rulebreaker: The Life and Times of Barbara Walters", "asin": "1982197927", "price": "$14.73", "quantity": ""},
  {"title": "Ask Not: The Kennedys and the Women They Destroyed", "asin": "0316276170", "price": "$14.99", "quantity": ""},
  {"title": "Classified Woman-The Sibel Edmonds Story: A Memoir", "asin": "0615602223", "price": "$14.95", "quantity": ""},
  {"title": "The Outlier: The Unfinished Presidency of Jimmy Carter", "asin": "0451495241", "price": "$13.27", "quantity": ""},
  {"title": "Family Reins: The Extraordinary Rise and Epic Fall of an American Dynasty", "asin": "B0DDB6YKH1", "price": "$18.99", "quantity": ""},
  {"title": "I\u2019m Going Home: This Is The Story Of A Young Couple Struggling To Make A life For Themselves Cut Short By The Civil War", "asin": "1964629918", "price": "$33.99", "quantity": ""},
  {"title": "From Hillbilly Elegy to Political Legacy: The Life of True American Patriot J.D. Vance [Large Print]", "asin": "B0DCK48PGQ", "price": "$15.99", "quantity": ""},
  {"title": "JD Vance Biography: The 2024 Memoir: New Best Selling Political Books - From Hillbilly Elegy to Washington", "asin": "9363113787", "price": "$16.99", "quantity": ""},
  {"title": "Out of the Shadows: My Life Inside the Wild World of Hunter Biden", "asin": "151078229X", "price": "$16.49", "quantity": ""},
  {"title": "The Happy Face Killer: A Daughter\u2019s Reckoning with Her Father\u2019s Crimes (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F26TZ881", "price": "$14.99", "quantity": ""},
  {"title": "I'm Still Here: The Legacy of Eunice Paiva and Brazil\u2019s Fight for Justice (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DZ12SNFX", "price": "$14.99", "quantity": ""},
  {"title": "A Death In The Snow: The Karen Read Trial (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F1MVWNT5", "price": "$14.99", "quantity": ""},
  {"title": "Last Take: The Death of Halyna Hutchins and the Fallout of the Rust Shooting (Reel to Reality: True Stories Behind the Screen)", "asin": "B0F1FGHP35", "price": "$14.99", "quantity": ""},
  {"title": "Becoming Led Zeppelin: How Four Musicians Changed Rock Forever (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DYVMGV35", "price": "$14.99", "quantity": ""},
  {"title": "Gone Girls of Gilgo Beach: The True Story Behind Ruby Franke\u2019s Downfall (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DZXY5JPV", "price": "$14.99", "quantity": ""},
  {"title": "Super Mario Bros. Movie: The Ultimate Fan Guide & Trivia Vault (Reel to Reality: True Stories Behind the Screen)", "asin": "B0DYZMF3NF", "price": "$15.99", "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": "2025-05-03T16:07:10.197Z", // 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>
  