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": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
  {"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
  {"timestamp": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
  {"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
  {"timestamp": "2025-04-26T03:31:14.705Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
  {"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
  {"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
  {"timestamp": "2025-04-26T03:44:45.454Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
  {"timestamp": "2025-04-26T03:46:09.893Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:17.453Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:18.291Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
  {"timestamp": "2025-04-26T03:46:58.919Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:47:06.677Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
  {"timestamp": "2025-04-26T03:53:16.600Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
  {"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
  {"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
  {"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
  {"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:02:43.311Z", "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": "shipping box 16 14 4"}],
  "cart_items": [{"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": "1"},
  {"title": "E1 Packaging 16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "quantity": "1"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "quantity": ""},
  {"title": "Medium Shipping & Moving Boxes 16 x 12 x 12 inches (5-Pack) - Extra Strength 200 lb vs Regular - Corrugated Boxes for Packaging Moving and Delivering - Box to Pack - Carton Box by IDL Packaging", "asin": "B0BN6TJDT4", "price": "$44.95", "quantity": ""},
  {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "quantity": ""},
  {"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "quantity": ""},
  {"title": "BOX USA Shipping Boxes Small 12\"L x 9\"W x 6\"H, 100-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B06WLJC3ZL", "price": "$105.00", "quantity": ""}],
  "ads": [{"title": "MOTO BOX 100 Pack 6x4x3 Small White Shipping Boxes - Corrugated Cardboard Mailer for Packaging, Mailing, Moving, Gifts - Eco-Friendly and Recyclable - Manufacturer Direct", "asin": "B0BWDZ3FD9"},
  {"title": "MOTO BOX 40 Pack 12x9x4 Small White Shipping Boxes - Corrugated Cardboard Mailer for Packaging, Mailing, Moving, Gifts - Eco-Friendly and Recyclable - Manufacturer Direct", "asin": "B0BX36JZ29"}],
  "search_results": [{"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Aviditi 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VRVI", "price": "$65.19", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D37GZS2", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
  {"title": "Aviditi 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VZKQ", "price": "$50.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI Shipping Boxes Small 18\"L x 12\"W x 3\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00K6EDL9C", "price": "$64.32", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
  {"title": "PARTNERS BRAND 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BRJBU", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 10-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08J6FVHSS", "price": "$41.36", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
  {"title": "SHIP NOW SUPPLY 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B075GHPG8N", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "13x11x5 inches pack of 18 shipping boxes, Brown Corrugated Cardboard Mailer Box for small Business packaging supplies, packing and Wrapping Mailing Present", "asin": "B0DNN5FG4R", "price": "$44.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$45.38", "delivery": "FREE delivery Apr 29 - 30"},
  {"title": "BOXES FAST 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BXDY1P", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "The Packaging Wholesalers 16 x 14 x 4 Inches Shipping Boxes, 25-Count (BS161404)", "asin": "B00CP32XSM", "price": "$49.95", "delivery": "FREE delivery May 1 - 5"},
  {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 18x12x6 Corrugated Cardboard Boxes, 18\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 18x12x6 18126", "asin": "B01D4696EW", "price": "$37.52", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 14 x 6 x 4 Corrugated Cardboard Boxes, Long 14\"L x 6\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D27453A", "price": "$27.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 16 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 16\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT49A1Q", "price": "$79.81", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 10 x 6 Corrugated Cardboard Storage Boxes, Medium 16\"L x 10\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273PEA", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-26T04:02:50.061Z", // 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": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
  {"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
  {"timestamp": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
  {"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
  {"timestamp": "2025-04-26T03:31:14.705Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
  {"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
  {"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
  {"timestamp": "2025-04-26T03:44:45.454Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
  {"timestamp": "2025-04-26T03:46:09.893Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:17.453Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:18.291Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
  {"timestamp": "2025-04-26T03:46:58.919Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:47:06.677Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
  {"timestamp": "2025-04-26T03:53:16.600Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
  {"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
  {"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
  {"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
  {"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:02:43.311Z", "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": "shipping box 16 14 4"}],
  "cart_items": [{"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": "1"},
  {"title": "E1 Packaging 16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "quantity": "1"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "quantity": ""},
  {"title": "Medium Shipping & Moving Boxes 16 x 12 x 12 inches (5-Pack) - Extra Strength 200 lb vs Regular - Corrugated Boxes for Packaging Moving and Delivering - Box to Pack - Carton Box by IDL Packaging", "asin": "B0BN6TJDT4", "price": "$44.95", "quantity": ""},
  {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "quantity": ""},
  {"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "quantity": ""},
  {"title": "BOX USA Shipping Boxes Small 12\"L x 9\"W x 6\"H, 100-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B06WLJC3ZL", "price": "$105.00", "quantity": ""}],
  "ads": [{"title": "MOTO BOX 100 Pack 6x4x3 Small White Shipping Boxes - Corrugated Cardboard Mailer for Packaging, Mailing, Moving, Gifts - Eco-Friendly and Recyclable - Manufacturer Direct", "asin": "B0BWDZ3FD9"},
  {"title": "MOTO BOX 40 Pack 12x9x4 Small White Shipping Boxes - Corrugated Cardboard Mailer for Packaging, Mailing, Moving, Gifts - Eco-Friendly and Recyclable - Manufacturer Direct", "asin": "B0BX36JZ29"}],
  "search_results": [{"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Aviditi 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VRVI", "price": "$65.19", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D37GZS2", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
  {"title": "Aviditi 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VZKQ", "price": "$50.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI Shipping Boxes Small 18\"L x 12\"W x 3\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00K6EDL9C", "price": "$64.32", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
  {"title": "PARTNERS BRAND 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BRJBU", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 10-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08J6FVHSS", "price": "$41.36", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
  {"title": "SHIP NOW SUPPLY 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B075GHPG8N", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "13x11x5 inches pack of 18 shipping boxes, Brown Corrugated Cardboard Mailer Box for small Business packaging supplies, packing and Wrapping Mailing Present", "asin": "B0DNN5FG4R", "price": "$44.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$45.38", "delivery": "FREE delivery Apr 29 - 30"},
  {"title": "BOXES FAST 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BXDY1P", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "The Packaging Wholesalers 16 x 14 x 4 Inches Shipping Boxes, 25-Count (BS161404)", "asin": "B00CP32XSM", "price": "$49.95", "delivery": "FREE delivery May 1 - 5"},
  {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 18x12x6 Corrugated Cardboard Boxes, 18\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 18x12x6 18126", "asin": "B01D4696EW", "price": "$37.52", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 14 x 6 x 4 Corrugated Cardboard Boxes, Long 14\"L x 6\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D27453A", "price": "$27.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 16 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 16\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT49A1Q", "price": "$79.81", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 10 x 6 Corrugated Cardboard Storage Boxes, Medium 16\"L x 10\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273PEA", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-26T04:02:50.061Z", // 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": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
  {"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
  {"timestamp": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
  {"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
  {"timestamp": "2025-04-26T03:31:14.705Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
  {"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
  {"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
  {"timestamp": "2025-04-26T03:44:45.454Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
  {"timestamp": "2025-04-26T03:46:09.893Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:17.453Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:18.291Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
  {"timestamp": "2025-04-26T03:46:58.919Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:47:06.677Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
  {"timestamp": "2025-04-26T03:53:16.600Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
  {"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
  {"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
  {"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
  {"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
  {"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-26T04:02:43.311Z", "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": "shipping box 16 14 4"}],
  "cart_items": [{"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": "1"},
  {"title": "E1 Packaging 16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "quantity": "1"},
  {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "quantity": ""},
  {"title": "Medium Shipping & Moving Boxes 16 x 12 x 12 inches (5-Pack) - Extra Strength 200 lb vs Regular - Corrugated Boxes for Packaging Moving and Delivering - Box to Pack - Carton Box by IDL Packaging", "asin": "B0BN6TJDT4", "price": "$44.95", "quantity": ""},
  {"title": "AVIDITI Shipping Boxes Medium 12\"L x 9\"W x 4\"H, 25-Pack | Corrugated Cardboard Box for Moving, Mailing, Packing and Storage", "asin": "B0DLPJ96L5", "price": "$18.99", "quantity": ""},
  {"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "quantity": ""},
  {"title": "BOX USA Shipping Boxes Small 12\"L x 9\"W x 6\"H, 100-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B06WLJC3ZL", "price": "$105.00", "quantity": ""}],
  "ads": [{"title": "MOTO BOX 100 Pack 6x4x3 Small White Shipping Boxes - Corrugated Cardboard Mailer for Packaging, Mailing, Moving, Gifts - Eco-Friendly and Recyclable - Manufacturer Direct", "asin": "B0BWDZ3FD9"},
  {"title": "MOTO BOX 40 Pack 12x9x4 Small White Shipping Boxes - Corrugated Cardboard Mailer for Packaging, Mailing, Moving, Gifts - Eco-Friendly and Recyclable - Manufacturer Direct", "asin": "B0BX36JZ29"}],
  "search_results": [{"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Aviditi 16 x 14 x 12 Corrugated Cardboard Boxes, Medium 16\"L x 14\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VRVI", "price": "$65.19", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D37GZS2", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 5-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08K3PVMVN", "price": "$29.02", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
  {"title": "Aviditi 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VZKQ", "price": "$50.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI Shipping Boxes Small 18\"L x 12\"W x 3\"H, 25-Pack | Corrugated Cardboard Box for Packing, Moving and Storage", "asin": "B00K6EDL9C", "price": "$64.32", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
  {"title": "PARTNERS BRAND 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BRJBU", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "16\" x 14\" x 4\" Corrugated Boxes 32 ECT (Pack of 10-16x14x4) | Quality Moving Boxes. Great for Shipping Boxes for Business, Office or Home.", "asin": "B08J6FVHSS", "price": "$41.36", "delivery": "FREE delivery May 2 - 8 Or fastest delivery Fri, May 2"},
  {"title": "SHIP NOW SUPPLY 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B075GHPG8N", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "13x11x5 inches pack of 18 shipping boxes, Brown Corrugated Cardboard Mailer Box for small Business packaging supplies, packing and Wrapping Mailing Present", "asin": "B0DNN5FG4R", "price": "$44.99", "delivery": "Two-Day FREE delivery Sun, Apr 27"},
  {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$45.38", "delivery": "FREE delivery Apr 29 - 30"},
  {"title": "BOXES FAST 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BXDY1P", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "The Packaging Wholesalers 16 x 14 x 4 Inches Shipping Boxes, 25-Count (BS161404)", "asin": "B00CP32XSM", "price": "$49.95", "delivery": "FREE delivery May 1 - 5"},
  {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Partners Brand 18x12x6 Corrugated Cardboard Boxes, 18\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 18x12x6 18126", "asin": "B01D4696EW", "price": "$37.52", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 14 x 6 x 4 Corrugated Cardboard Boxes, Long 14\"L x 6\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D27453A", "price": "$27.49", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 20 x 14 x 4 Corrugated Cardboard Boxes, Flat 20\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D275I2M", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "AVIDITI 18 x 16 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 16\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT49A1Q", "price": "$79.81", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "BOX USA 16 x 10 x 6 Corrugated Cardboard Storage Boxes, Medium 16\"L x 10\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273PEA", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 29"},
  {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-26T04:02:50.061Z", // 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>
  