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": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
  {"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
  {"timestamp": "2025-04-19T00:44:05.364Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:48:38.279Z", "action": "purchase", "action_argument": "B00HA84YXE"}
  {"timestamp": "2025-04-19T00:49:28.516Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:49:29.261Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:49:32.189Z", "action": "purchase", "action_argument": "B06X91GH75"}
  {"timestamp": "2025-04-19T00:49:34.785Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:49:37.187Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:38.870Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:41.065Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:41.085Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:43.954Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:43.972Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:47.160Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:47.181Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:49.762Z", "action": "purchase", "action_argument": "B06X91GH75, B01AB4U6PI, B00HA84YXE, B0D42FL9CG"}
  {"timestamp": "2025-04-19T00:50:39.575Z", "action": "input", "action_argument": "ipad air "}
  {"timestamp": "2025-04-19T00:50:39.693Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-19T00:50:46.220Z", "action": "click_product", "action_argument": "B0D3J7N642"}
  {"timestamp": "2025-04-19T00:51:00.453Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T06:44:30.524Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T06:44:35.493Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T06:45:41.947Z", "action": "input", "action_argument": "ipad pro 13 s"}
  {"timestamp": "2025-04-19T06:45:42.025Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-19T07:30:44.590Z", "action": "purchase", "action_argument": "B0DGL2M45W"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-21T21:20:58.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T21:21:00.778Z", "action": "click", "action_argument": "search"}
  <|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 card"}],
  "cart_items": [{"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "price": "$299.97", "quantity": "1"},
  {"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "price": "$279.99", "quantity": "1"},
  {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
  {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$22.60", "quantity": "1"},
  {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
  {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
  {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
  {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
  {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$104.00", "quantity": "1"},
  {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
  {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
  {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
  {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}],
  "promotion_items": [{"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "quantity": ""},
  {"title": "The Cheesecake eGift Card", "asin": "B016CM1SZK", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "quantity": ""},
  {"title": "Uber Gift Card", "asin": "B09B8FTM2M", "price": "$100.00", "quantity": ""},
  {"title": "Roblox Digital Gift Card - 2,000 Robux [Includes Exclusive Virtual Item] [Digital Code]\nSep 6, 2022", "asin": "B0BCCYLB13", "price": "$20.00", "quantity": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more", "asin": "B08DLS6LK7", "price": "$50.00", "quantity": ""},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "quantity": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "quantity": ""}],
  "search_results": [{"title": "Amazon Physical Gift Card - Appreciation", "asin": "B0DMNKDP9P", "price": "$10.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more", "asin": "B08DLS6LK7", "price": "$50.00", "delivery": "FREE pickup Thu, Apr 24"},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon eGift Card - (Instant Email or Text Delivery)", "asin": "B07PCMWTSG", "delivery": ""},
  {"title": "Amazon eGift Card - Celebration - (Instant Email or Text Delivery)", "asin": "B0D1TK5XVL", "delivery": ""},
  {"title": "Amazon eGift Card - Seasonal - (Instant Email or Text Delivery)", "asin": "B0BPWHG5K6", "delivery": ""},
  {"title": "Amazon.com Gift Card Balance Reload", "asin": "B0CHTKNWBL", "delivery": ""},
  {"title": "Visa $100 Gift Card (plus $5.95 Purchase Fee)", "asin": "B01MSBQB1P", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in Various Gift Boxes", "asin": "B0B6BG2PB4", "delivery": ""},
  {"title": "Amazon.com Download and Print at Home Gift Card", "asin": "B0F2MV6L9P", "price": "$50.00", "delivery": "In Stock"},
  {"title": "Amazon.com Gift Card in a Birthday Pop-Up Box", "asin": "B0B9SJL23F", "delivery": ""},
  {"title": "Amazon eGift Card - Appreciation - (Instant Email or Text Delivery)", "asin": "B09RX1DBJP", "delivery": ""},
  {"title": "Visa $200 Gift Card (plus $6.95 Purchase Fee)", "asin": "B07HJD9FVV", "price": "$206.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in a Mini Envelope (General)", "asin": "B06WVJBLBQ", "delivery": ""},
  {"title": "Visa $50 Gift Card (plus $4.95 Purchase Fee)", "asin": "B01N5TMK8I", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Roblox Digital Gift Card - 1,000 Robux [Includes Exclusive Virtual Item] [Digital Code]", "asin": "B07RZ74VLR", "price": "$10.00", "delivery": ""},
  {"title": "Uber eGift Card", "asin": "B0CFXNP4DW", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Uber eGift Card - Standard", "asin": "B079YMX2J6", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Razer Gold eGift Card", "asin": "B08QDXC6T4", "price": "$15.00", "delivery": "In Stock"},
  {"title": "$100 Mastercard Gift Card (plus $5.95 Purchase Fee)", "asin": "B07GH7JZ91", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "$200 Mastercard Gift Card (plus $6.95 Purchase Fee)", "asin": "B07GFQ5B44", "price": "$206.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon eGift Card - Any Occasion - (Instant Email or Text Delivery)", "asin": "B09DCN61K4", "delivery": ""},
  {"title": "Visa Virtual $200 eGift Card (plus $6.95 Purchase Fee) - For Online Use Only", "asin": "B0DG865P2N", "price": "$206.95", "delivery": ""},
  {"title": "Google Play gift code - give the gift of games, apps and more (Email or Text Message Delivery - US Only)", "asin": "B074T91QTZ", "price": "$25.00", "delivery": "In Stock"},
  {"title": "Cheesecake Factory Gift Card", "asin": "B00GS8BKZC", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa $50 Balloons Gift Card (plus $4.95 Purchase Fee)", "asin": "B08LP1CTR2", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon Physical Gift Card - Any Occasion", "asin": "B0DMNMPJP1", "delivery": ""},
  {"title": "$50 Mastercard Gift Card (plus $4.95 Purchase Fee)", "asin": "B07GH6WX29", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa $25 Gift Card (plus $3.95 Purchase Fee)", "asin": "B07HJHK8Y5", "price": "$28.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Download and Print at Home Gift Card", "asin": "B0B6F2MQNM", "delivery": ""},
  {"title": "Visa $100 Gift Card (plus $5.95 Purchase Fee)", "asin": "B0CQPQFFV4", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon Physical Gift Card - Seasonal", "asin": "B0DMNMXMJC", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Reveal (Various Designs)", "asin": "B0BHHQH72Z", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Premium Gift Box", "asin": "B0B9SQ5H7X", "delivery": ""},
  {"title": "Darden Restaurants Gift Card", "asin": "B076D39N8B", "delivery": ""},
  {"title": "DoorDash Gift Card", "asin": "B07YYWWD2B", "delivery": ""},
  {"title": "DoorDash eGift Card", "asin": "B07ZDX292M", "delivery": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Reveal (Various Designs)", "asin": "B0B9SDKZG4", "delivery": ""},
  {"title": "Starbucks Gift Card", "asin": "B00AR51Y5I", "delivery": ""},
  {"title": "Texas Roadhouse Gift Card", "asin": "B07V4KX8LX", "delivery": ""},
  {"title": "Sephora Gift Card", "asin": "B0CHMFBP5X", "delivery": ""},
  {"title": "Amazon Physical Gift Card - Appreciation", "asin": "B0DMNNFF5N", "delivery": ""},
  {"title": "$25 Mastercard Gift Card (plus $3.95 Purchase Fee)", "asin": "B07GHDHKPN", "price": "$28.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in a Mini Envelope (Thank You)", "asin": "B07Y92XFRD", "delivery": ""},
  {"title": "Visa Virtual $50 eGift Card (plus $4.95 Purchase Fee) - For Online Use Only", "asin": "B0DG8HN7T1", "price": "$54.95", "delivery": ""},
  {"title": "Mastercard Virtual $200 eGift Card (plus $6.95 purchase fee) \u2013 For Online Use Only", "asin": "B0DHCHR82V", "price": "$206.95", "delivery": ""},
  {"title": "Happy Moments Gift Card", "asin": "B0DJVKH1JT", "delivery": ""},
  {"title": "Starbucks $10 Gift Cards (4-Pack)", "asin": "B00FTGTM5E", "price": "$40.00", "delivery": ""},
  {"title": "Ulta Beauty Gift Card", "asin": "B0BSKJ7DXC", "delivery": ""},
  {"title": "Southwest Airlines Gift Card", "asin": "B00GU300HO", "delivery": ""},
  {"title": "Visa Virtual $100 eGift Card (plus $5.95 Purchase Fee) - For Online Use Only", "asin": "B0DG87HQ46", "price": "$105.95", "delivery": ""},
  {"title": "Starbucks Happy Birthday Gift Card $25", "asin": "B017IF4HKS", "price": "$25.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Taco Bell Gift Card", "asin": "B0CT5FSSYB", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Mini Envelope", "asin": "B083V225RJ", "price": "$30.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Raising Cane's Gift Card $50", "asin": "B0CRBDYK18", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa Virtual $25 eGift Card (plus $3.95 Purchase Fee) - For Online Use Only", "asin": "B0D2ZXJ2VQ", "price": "$28.95", "delivery": ""},
  {"title": "Panera Bread Gift Card", "asin": "B0B2PJR8MP", "delivery": ""}]
  <|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": "2025-04-21T21:22:03.399Z", // 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": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
  {"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
  {"timestamp": "2025-04-19T00:44:05.364Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:48:38.279Z", "action": "purchase", "action_argument": "B00HA84YXE"}
  {"timestamp": "2025-04-19T00:49:28.516Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:49:29.261Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:49:32.189Z", "action": "purchase", "action_argument": "B06X91GH75"}
  {"timestamp": "2025-04-19T00:49:34.785Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:49:37.187Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:38.870Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:41.065Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:41.085Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:43.954Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:43.972Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:47.160Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:47.181Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:49.762Z", "action": "purchase", "action_argument": "B06X91GH75, B01AB4U6PI, B00HA84YXE, B0D42FL9CG"}
  {"timestamp": "2025-04-19T00:50:39.575Z", "action": "input", "action_argument": "ipad air "}
  {"timestamp": "2025-04-19T00:50:39.693Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-19T00:50:46.220Z", "action": "click_product", "action_argument": "B0D3J7N642"}
  {"timestamp": "2025-04-19T00:51:00.453Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T06:44:30.524Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T06:44:35.493Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T06:45:41.947Z", "action": "input", "action_argument": "ipad pro 13 s"}
  {"timestamp": "2025-04-19T06:45:42.025Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-19T07:30:44.590Z", "action": "purchase", "action_argument": "B0DGL2M45W"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-21T21:20:58.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T21:21:00.778Z", "action": "click", "action_argument": "search"}
  <|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 card"}],
  "cart_items": [{"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "price": "$299.97", "quantity": "1"},
  {"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "price": "$279.99", "quantity": "1"},
  {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
  {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$22.60", "quantity": "1"},
  {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
  {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
  {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
  {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
  {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$104.00", "quantity": "1"},
  {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
  {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
  {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
  {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}],
  "promotion_items": [{"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "quantity": ""},
  {"title": "The Cheesecake eGift Card", "asin": "B016CM1SZK", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "quantity": ""},
  {"title": "Uber Gift Card", "asin": "B09B8FTM2M", "price": "$100.00", "quantity": ""},
  {"title": "Roblox Digital Gift Card - 2,000 Robux [Includes Exclusive Virtual Item] [Digital Code]\nSep 6, 2022", "asin": "B0BCCYLB13", "price": "$20.00", "quantity": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more", "asin": "B08DLS6LK7", "price": "$50.00", "quantity": ""},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "quantity": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "quantity": ""}],
  "search_results": [{"title": "Amazon Physical Gift Card - Appreciation", "asin": "B0DMNKDP9P", "price": "$10.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more", "asin": "B08DLS6LK7", "price": "$50.00", "delivery": "FREE pickup Thu, Apr 24"},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon eGift Card - (Instant Email or Text Delivery)", "asin": "B07PCMWTSG", "delivery": ""},
  {"title": "Amazon eGift Card - Celebration - (Instant Email or Text Delivery)", "asin": "B0D1TK5XVL", "delivery": ""},
  {"title": "Amazon eGift Card - Seasonal - (Instant Email or Text Delivery)", "asin": "B0BPWHG5K6", "delivery": ""},
  {"title": "Amazon.com Gift Card Balance Reload", "asin": "B0CHTKNWBL", "delivery": ""},
  {"title": "Visa $100 Gift Card (plus $5.95 Purchase Fee)", "asin": "B01MSBQB1P", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in Various Gift Boxes", "asin": "B0B6BG2PB4", "delivery": ""},
  {"title": "Amazon.com Download and Print at Home Gift Card", "asin": "B0F2MV6L9P", "price": "$50.00", "delivery": "In Stock"},
  {"title": "Amazon.com Gift Card in a Birthday Pop-Up Box", "asin": "B0B9SJL23F", "delivery": ""},
  {"title": "Amazon eGift Card - Appreciation - (Instant Email or Text Delivery)", "asin": "B09RX1DBJP", "delivery": ""},
  {"title": "Visa $200 Gift Card (plus $6.95 Purchase Fee)", "asin": "B07HJD9FVV", "price": "$206.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in a Mini Envelope (General)", "asin": "B06WVJBLBQ", "delivery": ""},
  {"title": "Visa $50 Gift Card (plus $4.95 Purchase Fee)", "asin": "B01N5TMK8I", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Roblox Digital Gift Card - 1,000 Robux [Includes Exclusive Virtual Item] [Digital Code]", "asin": "B07RZ74VLR", "price": "$10.00", "delivery": ""},
  {"title": "Uber eGift Card", "asin": "B0CFXNP4DW", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Uber eGift Card - Standard", "asin": "B079YMX2J6", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Razer Gold eGift Card", "asin": "B08QDXC6T4", "price": "$15.00", "delivery": "In Stock"},
  {"title": "$100 Mastercard Gift Card (plus $5.95 Purchase Fee)", "asin": "B07GH7JZ91", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "$200 Mastercard Gift Card (plus $6.95 Purchase Fee)", "asin": "B07GFQ5B44", "price": "$206.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon eGift Card - Any Occasion - (Instant Email or Text Delivery)", "asin": "B09DCN61K4", "delivery": ""},
  {"title": "Visa Virtual $200 eGift Card (plus $6.95 Purchase Fee) - For Online Use Only", "asin": "B0DG865P2N", "price": "$206.95", "delivery": ""},
  {"title": "Google Play gift code - give the gift of games, apps and more (Email or Text Message Delivery - US Only)", "asin": "B074T91QTZ", "price": "$25.00", "delivery": "In Stock"},
  {"title": "Cheesecake Factory Gift Card", "asin": "B00GS8BKZC", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa $50 Balloons Gift Card (plus $4.95 Purchase Fee)", "asin": "B08LP1CTR2", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon Physical Gift Card - Any Occasion", "asin": "B0DMNMPJP1", "delivery": ""},
  {"title": "$50 Mastercard Gift Card (plus $4.95 Purchase Fee)", "asin": "B07GH6WX29", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa $25 Gift Card (plus $3.95 Purchase Fee)", "asin": "B07HJHK8Y5", "price": "$28.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Download and Print at Home Gift Card", "asin": "B0B6F2MQNM", "delivery": ""},
  {"title": "Visa $100 Gift Card (plus $5.95 Purchase Fee)", "asin": "B0CQPQFFV4", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon Physical Gift Card - Seasonal", "asin": "B0DMNMXMJC", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Reveal (Various Designs)", "asin": "B0BHHQH72Z", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Premium Gift Box", "asin": "B0B9SQ5H7X", "delivery": ""},
  {"title": "Darden Restaurants Gift Card", "asin": "B076D39N8B", "delivery": ""},
  {"title": "DoorDash Gift Card", "asin": "B07YYWWD2B", "delivery": ""},
  {"title": "DoorDash eGift Card", "asin": "B07ZDX292M", "delivery": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Reveal (Various Designs)", "asin": "B0B9SDKZG4", "delivery": ""},
  {"title": "Starbucks Gift Card", "asin": "B00AR51Y5I", "delivery": ""},
  {"title": "Texas Roadhouse Gift Card", "asin": "B07V4KX8LX", "delivery": ""},
  {"title": "Sephora Gift Card", "asin": "B0CHMFBP5X", "delivery": ""},
  {"title": "Amazon Physical Gift Card - Appreciation", "asin": "B0DMNNFF5N", "delivery": ""},
  {"title": "$25 Mastercard Gift Card (plus $3.95 Purchase Fee)", "asin": "B07GHDHKPN", "price": "$28.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in a Mini Envelope (Thank You)", "asin": "B07Y92XFRD", "delivery": ""},
  {"title": "Visa Virtual $50 eGift Card (plus $4.95 Purchase Fee) - For Online Use Only", "asin": "B0DG8HN7T1", "price": "$54.95", "delivery": ""},
  {"title": "Mastercard Virtual $200 eGift Card (plus $6.95 purchase fee) \u2013 For Online Use Only", "asin": "B0DHCHR82V", "price": "$206.95", "delivery": ""},
  {"title": "Happy Moments Gift Card", "asin": "B0DJVKH1JT", "delivery": ""},
  {"title": "Starbucks $10 Gift Cards (4-Pack)", "asin": "B00FTGTM5E", "price": "$40.00", "delivery": ""},
  {"title": "Ulta Beauty Gift Card", "asin": "B0BSKJ7DXC", "delivery": ""},
  {"title": "Southwest Airlines Gift Card", "asin": "B00GU300HO", "delivery": ""},
  {"title": "Visa Virtual $100 eGift Card (plus $5.95 Purchase Fee) - For Online Use Only", "asin": "B0DG87HQ46", "price": "$105.95", "delivery": ""},
  {"title": "Starbucks Happy Birthday Gift Card $25", "asin": "B017IF4HKS", "price": "$25.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Taco Bell Gift Card", "asin": "B0CT5FSSYB", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Mini Envelope", "asin": "B083V225RJ", "price": "$30.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Raising Cane's Gift Card $50", "asin": "B0CRBDYK18", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa Virtual $25 eGift Card (plus $3.95 Purchase Fee) - For Online Use Only", "asin": "B0D2ZXJ2VQ", "price": "$28.95", "delivery": ""},
  {"title": "Panera Bread Gift Card", "asin": "B0B2PJR8MP", "delivery": ""}]
  <|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": "2025-04-21T21:22:03.399Z", // 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": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
  {"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
  {"timestamp": "2025-04-19T00:44:05.364Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:48:38.279Z", "action": "purchase", "action_argument": "B00HA84YXE"}
  {"timestamp": "2025-04-19T00:49:28.516Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:49:29.261Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-19T00:49:32.189Z", "action": "purchase", "action_argument": "B06X91GH75"}
  {"timestamp": "2025-04-19T00:49:34.785Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T00:49:37.187Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:38.870Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:41.065Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:41.085Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:43.954Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:43.972Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:47.160Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:47.181Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-19T00:49:49.762Z", "action": "purchase", "action_argument": "B06X91GH75, B01AB4U6PI, B00HA84YXE, B0D42FL9CG"}
  {"timestamp": "2025-04-19T00:50:39.575Z", "action": "input", "action_argument": "ipad air "}
  {"timestamp": "2025-04-19T00:50:39.693Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-19T00:50:46.220Z", "action": "click_product", "action_argument": "B0D3J7N642"}
  {"timestamp": "2025-04-19T00:51:00.453Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-19T06:44:30.524Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-19T06:44:35.493Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-19T06:45:41.947Z", "action": "input", "action_argument": "ipad pro 13 s"}
  {"timestamp": "2025-04-19T06:45:42.025Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-19T07:30:44.590Z", "action": "purchase", "action_argument": "B0DGL2M45W"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-21T21:20:58.433Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T21:21:00.778Z", "action": "click", "action_argument": "search"}
  <|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 card"}],
  "cart_items": [{"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "price": "$299.97", "quantity": "1"},
  {"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "price": "$279.99", "quantity": "1"},
  {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
  {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$22.60", "quantity": "1"},
  {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
  {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
  {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
  {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
  {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$104.00", "quantity": "1"},
  {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
  {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
  {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
  {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}],
  "promotion_items": [{"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "quantity": ""},
  {"title": "The Cheesecake eGift Card", "asin": "B016CM1SZK", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "quantity": ""},
  {"title": "Uber Gift Card", "asin": "B09B8FTM2M", "price": "$100.00", "quantity": ""},
  {"title": "Roblox Digital Gift Card - 2,000 Robux [Includes Exclusive Virtual Item] [Digital Code]\nSep 6, 2022", "asin": "B0BCCYLB13", "price": "$20.00", "quantity": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more", "asin": "B08DLS6LK7", "price": "$50.00", "quantity": ""},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "quantity": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "quantity": ""},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "quantity": ""}],
  "search_results": [{"title": "Amazon Physical Gift Card - Appreciation", "asin": "B0DMNKDP9P", "price": "$10.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more", "asin": "B08DLS6LK7", "price": "$50.00", "delivery": "FREE pickup Thu, Apr 24"},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Roblox Physical Gift Card [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0BCF9T8QJ", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Roblox Physical Gift Cards, Multipack of 3 x $15 [Includes Free Virtual Item] [Redeem Worldwide]", "asin": "B0CBPXWZDV", "price": "$45.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon eGift Card - (Instant Email or Text Delivery)", "asin": "B07PCMWTSG", "delivery": ""},
  {"title": "Amazon eGift Card - Celebration - (Instant Email or Text Delivery)", "asin": "B0D1TK5XVL", "delivery": ""},
  {"title": "Amazon eGift Card - Seasonal - (Instant Email or Text Delivery)", "asin": "B0BPWHG5K6", "delivery": ""},
  {"title": "Amazon.com Gift Card Balance Reload", "asin": "B0CHTKNWBL", "delivery": ""},
  {"title": "Visa $100 Gift Card (plus $5.95 Purchase Fee)", "asin": "B01MSBQB1P", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in Various Gift Boxes", "asin": "B0B6BG2PB4", "delivery": ""},
  {"title": "Amazon.com Download and Print at Home Gift Card", "asin": "B0F2MV6L9P", "price": "$50.00", "delivery": "In Stock"},
  {"title": "Amazon.com Gift Card in a Birthday Pop-Up Box", "asin": "B0B9SJL23F", "delivery": ""},
  {"title": "Amazon eGift Card - Appreciation - (Instant Email or Text Delivery)", "asin": "B09RX1DBJP", "delivery": ""},
  {"title": "Visa $200 Gift Card (plus $6.95 Purchase Fee)", "asin": "B07HJD9FVV", "price": "$206.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in a Mini Envelope (General)", "asin": "B06WVJBLBQ", "delivery": ""},
  {"title": "Visa $50 Gift Card (plus $4.95 Purchase Fee)", "asin": "B01N5TMK8I", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Roblox Digital Gift Card - 1,000 Robux [Includes Exclusive Virtual Item] [Digital Code]", "asin": "B07RZ74VLR", "price": "$10.00", "delivery": ""},
  {"title": "Uber eGift Card", "asin": "B0CFXNP4DW", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Uber eGift Card - Standard", "asin": "B079YMX2J6", "price": "$15.00", "delivery": "In Stock"},
  {"title": "Razer Gold eGift Card", "asin": "B08QDXC6T4", "price": "$15.00", "delivery": "In Stock"},
  {"title": "$100 Mastercard Gift Card (plus $5.95 Purchase Fee)", "asin": "B07GH7JZ91", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "$200 Mastercard Gift Card (plus $6.95 Purchase Fee)", "asin": "B07GFQ5B44", "price": "$206.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon eGift Card - Any Occasion - (Instant Email or Text Delivery)", "asin": "B09DCN61K4", "delivery": ""},
  {"title": "Visa Virtual $200 eGift Card (plus $6.95 Purchase Fee) - For Online Use Only", "asin": "B0DG865P2N", "price": "$206.95", "delivery": ""},
  {"title": "Google Play gift code - give the gift of games, apps and more (Email or Text Message Delivery - US Only)", "asin": "B074T91QTZ", "price": "$25.00", "delivery": "In Stock"},
  {"title": "Cheesecake Factory Gift Card", "asin": "B00GS8BKZC", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa $50 Balloons Gift Card (plus $4.95 Purchase Fee)", "asin": "B08LP1CTR2", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon Physical Gift Card - Any Occasion", "asin": "B0DMNMPJP1", "delivery": ""},
  {"title": "$50 Mastercard Gift Card (plus $4.95 Purchase Fee)", "asin": "B07GH6WX29", "price": "$54.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa $25 Gift Card (plus $3.95 Purchase Fee)", "asin": "B07HJHK8Y5", "price": "$28.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Download and Print at Home Gift Card", "asin": "B0B6F2MQNM", "delivery": ""},
  {"title": "Visa $100 Gift Card (plus $5.95 Purchase Fee)", "asin": "B0CQPQFFV4", "price": "$105.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon Physical Gift Card - Seasonal", "asin": "B0DMNMXMJC", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Reveal (Various Designs)", "asin": "B0BHHQH72Z", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Premium Gift Box", "asin": "B0B9SQ5H7X", "delivery": ""},
  {"title": "Darden Restaurants Gift Card", "asin": "B076D39N8B", "delivery": ""},
  {"title": "DoorDash Gift Card", "asin": "B07YYWWD2B", "delivery": ""},
  {"title": "DoorDash eGift Card", "asin": "B07ZDX292M", "delivery": ""},
  {"title": "Apple Gift Card - App Store, iTunes, iPhone, iPad, AirPods, MacBook, accessories and more (eGift)", "asin": "B08F7GTP2R", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Reveal (Various Designs)", "asin": "B0B9SDKZG4", "delivery": ""},
  {"title": "Starbucks Gift Card", "asin": "B00AR51Y5I", "delivery": ""},
  {"title": "Texas Roadhouse Gift Card", "asin": "B07V4KX8LX", "delivery": ""},
  {"title": "Sephora Gift Card", "asin": "B0CHMFBP5X", "delivery": ""},
  {"title": "Amazon Physical Gift Card - Appreciation", "asin": "B0DMNNFF5N", "delivery": ""},
  {"title": "$25 Mastercard Gift Card (plus $3.95 Purchase Fee)", "asin": "B07GHDHKPN", "price": "$28.95", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Amazon.com Gift Card in a Mini Envelope (Thank You)", "asin": "B07Y92XFRD", "delivery": ""},
  {"title": "Visa Virtual $50 eGift Card (plus $4.95 Purchase Fee) - For Online Use Only", "asin": "B0DG8HN7T1", "price": "$54.95", "delivery": ""},
  {"title": "Mastercard Virtual $200 eGift Card (plus $6.95 purchase fee) \u2013 For Online Use Only", "asin": "B0DHCHR82V", "price": "$206.95", "delivery": ""},
  {"title": "Happy Moments Gift Card", "asin": "B0DJVKH1JT", "delivery": ""},
  {"title": "Starbucks $10 Gift Cards (4-Pack)", "asin": "B00FTGTM5E", "price": "$40.00", "delivery": ""},
  {"title": "Ulta Beauty Gift Card", "asin": "B0BSKJ7DXC", "delivery": ""},
  {"title": "Southwest Airlines Gift Card", "asin": "B00GU300HO", "delivery": ""},
  {"title": "Visa Virtual $100 eGift Card (plus $5.95 Purchase Fee) - For Online Use Only", "asin": "B0DG87HQ46", "price": "$105.95", "delivery": ""},
  {"title": "Starbucks Happy Birthday Gift Card $25", "asin": "B017IF4HKS", "price": "$25.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Taco Bell Gift Card", "asin": "B0CT5FSSYB", "delivery": ""},
  {"title": "Amazon.com Gift Card in a Mini Envelope", "asin": "B083V225RJ", "price": "$30.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Raising Cane's Gift Card $50", "asin": "B0CRBDYK18", "price": "$50.00", "delivery": "Two-Day FREE pickup Wed, Apr 23"},
  {"title": "Visa Virtual $25 eGift Card (plus $3.95 Purchase Fee) - For Online Use Only", "asin": "B0D2ZXJ2VQ", "price": "$28.95", "delivery": ""},
  {"title": "Panera Bread Gift Card", "asin": "B0B2PJR8MP", "delivery": ""}]
  <|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": "2025-04-21T21:22:03.399Z", // 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>
  