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": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
  {"timestamp": "2025-04-14T01:39:30.371Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
  {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"}
  {"timestamp": "2025-04-15T18:05:44.746Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:05:48.228Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
  {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
  {"timestamp": "2025-04-29T16:14:41.116Z", "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": "adidas shoes for women"}],
  "promotion_items": [{"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B09YWZ6KXH", "price": "$85.99", "quantity": ""},
  {"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B09YX5LQBZ", "price": "$84.31", "quantity": ""},
  {"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B0C67BSNHB", "price": "$67.95", "quantity": ""},
  {"title": "adidas\nWomen's Tech Response Spikeless 3.0 Golf Shoe", "asin": "B09YX5Y2H4", "price": "$69.99", "quantity": ""},
  {"title": "adidas\nWomen's Tech Response 3.0 Golf Shoe", "asin": "B09YX1RSHY", "price": "$69.99", "quantity": ""},
  {"title": "adidas\nWomen's Codechaos Boa 25 Spikeless Golf Shoes Sneaker", "asin": "B0CQ1CCC4J", "price": "$109.99", "quantity": ""},
  {"title": "adidas\nWomen's Adizero ZG Spikeless Shoes", "asin": "B0D64LM3QN", "price": "$179.99", "quantity": ""},
  {"title": "adidas\nWomen's Ligra 7 Indoor Court Shoe", "asin": "", "price": "$69.95", "quantity": ""},
  {"title": "adidas\nWomen's Gamecourt 2.0 Tennis Shoe", "asin": "", "price": "$61.97", "quantity": ""},
  {"title": "Reebok\nWomens Princess Sneakers", "asin": "", "price": "$46.86", "quantity": ""},
  {"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "Alicegana\nSneakers for Women Running Shoes: Fashion Walking Womens Sneakers Casual Lightweight Tennis Shoes", "asin": "", "price": "$15.73", "quantity": ""}],
  "ads": [{"title": "adidas Women's Run Falcon 5 Sneaker", "asin": "B0CKMKV6H8"},
  {"title": "adidas Women's Response Running Shoe", "asin": "B0D2JGNYGT"},
  {"title": "adidas Women's Duramo Sl Sneaker", "asin": "B0C2JZBTF9"}],
  "search_results": [{"title": "Womens Princess Sneakers", "asin": "B06XW4SF28", "price": "$46.86", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Sneakers for Women - Lightweight Women's Fashion Sneakers Memory Foam Insole Womens Sneakers - Non-Slip Platform Shoes for Women Footwear - Women's Fashion (Nita)", "asin": "B0D5RMX4VK", "price": "$39.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Sneakers Women Walking Tennis Shoes Lightweight Casual Sneakers for Gym Travel Work", "asin": "B09Q328VWX", "price": "$23.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Walking Shoes\uff0cMemory Foam Lightweight Comfort Casual Workout Shoes,Yoga Or Tennis Or Running Sneakers", "asin": "B0CC8B7D6Y", "price": "$26.09", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's VL Court 3.0 Sneaker", "asin": "B0C2JZJN6D", "price": "$56.24", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Grand Court 2.0 - ID4485", "asin": "B09DXTJ1QR", "price": "$51.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Women's X_PLR Path Sneaker", "asin": "B0CPSB45BQ", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure Sportswear Sneaker", "asin": "B0BZ5NB719", "price": "$49.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Unisex Adult Samba Indoor Soccer Shoe", "asin": "B0CKMKPDFZ", "price": "$89.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Advantage Sneaker", "asin": "B08JMGGFFN", "price": "$36.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Sneakers for Women Running Shoes: Fashion Walking Womens Sneakers Casual Lightweight Tennis Shoes", "asin": "B077HQTBT6", "price": "$15.73", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B0948XLJVR", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Running Shoes Non Slip Walking Shoes Lightweight Gym Workout Shoes Breathable Fashion Sneakers", "asin": "B08HLGQVC9", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Running Shoes Lightweight Tennis Shoes Slip On Walking Shoes Breathable Sneakers for Gym Travel Work", "asin": "B0DS7DRPLL", "price": "$18.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Grand Court 2.0 Tennis Shoe", "asin": "B09VCJYS93", "price": "$56.23", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Run Falcon 5 Sneaker", "asin": "B0CKM8KNLC", "price": "$48.75", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Run 72 Sneaker", "asin": "B0CKMQNH37", "price": "$69.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "adidas Women's VL Court Bold Sneaker", "asin": "B0D2JJG3M5", "price": "$79.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Energycloud Lightweight Slip On Walking Running Shoes", "asin": "B09PNFQFYR", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Clarks Women's Merliah Karli Sandal, Metallic, 5", "asin": "B08GNDBBMD", "price": "$65.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Slip on Loafer Shoes - Mesh Casual Ballet Flat Nurse Walking Sneakers Knit Round Toe Memory Foam Casual Shoes", "asin": "B08F583LKG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Laurieann Kay Flat Sandal", "asin": "B08WJNQS52", "price": "$60.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Swift Run Sneaker", "asin": "B0BHQJNS4G", "price": "$60.00", "delivery": "FREE delivery May 14 - 26 for Prime members"},
  {"title": "Women's Vl Court Bold Sneaker", "asin": "B0CKMNN28J", "price": "$74.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's VL Court Bold Sneaker", "asin": "B0CCQWDNYZ", "price": "$60.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Ultrarun 5 Running Sneaker", "asin": "B0CKM9947L", "price": "$56.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "White PU Leather Sneakers for Women Low Top Lace Up Tennis Shoes Women's Fashion Casual Shoes Sneakers", "asin": "B0D31M8VCR", "price": "$22.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Walking Shoes Lightweight Comfort Workout Casual Non Slip Fashion Sneakers", "asin": "B0DB2DFCXZ", "price": "$28.99", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "adidas Women's Breaknet Sleek Sneaker", "asin": "B0D22WV8XL", "price": "$65.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Bravada 2.0 Platform Sneaker", "asin": "B0BG9175WH", "price": "$42.66", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Stan Smith Shoes", "asin": "B087CC5BRP", "price": "$34.37", "delivery": "FREE delivery May 6 - 7 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Response Running Shoe", "asin": "B0CKMLJFK5", "price": "$42.87", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure 2.0 Running Shoe", "asin": "B08CYD7L6C", "price": "$69.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Gazelle Indoor Womens Sneakers", "asin": "B0D3JBBT9H", "price": "$115.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Grand Court Alpha 00s Sneaker", "asin": "B0CKMNLCYC", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure Sportswear Sneaker", "asin": "B0D4PRPFFV", "price": "$53.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Advantage 2.0 Sneaker", "asin": "B0CKMPXDYY", "price": "$38.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "adidas Women's Cloudfoam Comfy Sneaker", "asin": "B0D2JFHP24", "price": "$42.14", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Charged Assert 9 Running Shoe", "asin": "B087TBKDF3", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Ultraboost 1.0 Shoe", "asin": "B0CPSBZH26", "price": "$80.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Terrex Soulstride Sneaker", "asin": "B0BG3F4DDJ", "price": "$59.20", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Breaknet Sleek Sneaker", "asin": "B0CKMNRG16", "price": "$52.73", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Grand Court Alpha Sneaker", "asin": "B0C2JZDCHT", "price": "$54.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Runfalcon 3 Running Shoe", "asin": "B0C9SPXL8W", "price": "$39.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Prowl Slip-On Cross Trainer", "asin": "B07TP4BZWX", "price": "$50.72", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Kids' Samba Indoor Sneaker", "asin": "B0CKMCHMW6", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Women's Run 70s 2.0 Sneaker", "asin": "B0D3P5XP2K", "price": "$54.99", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Response Running Sneaker", "asin": "B0CM84CJKZ", "price": "$54.98", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Superlite 3.0 6-Pack Super No Show, Athletic Socks, Invisible Ultra Low-Profile, Cushion & Arch Compression", "asin": "B0BZR2T4VT", "price": "$12.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Women's 574 Core Sneaker", "asin": "B093QJY13N", "price": "$89.95", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Carina Leather Sneaker", "asin": "B07HJLYCJT", "price": "$64.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Racer Tr23 Shoes Sneaker", "asin": "B0BZ5B1GKS", "price": "$52.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Cheery Comfort Plush Foam Sneaker", "asin": "B082Y3PN8G", "price": "$29.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Women's Advantage Sneaker", "asin": "B0C2K28NN3", "price": "$39.64", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Barreda Decode Sneaker", "asin": "B0D22V575Q", "price": "$59.99", "delivery": "FREE delivery Mon, May 5 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Ftwwht/Silvmt/Greone Samba OG W FTWR whiteSilver met./Grey one 7 US", "asin": "B0DDQN538K", "price": "$130.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Loven Sneaker", "asin": "B08DWR81ZG", "price": "$29.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Puremotion Running Shoe", "asin": "B087KVPY8X", "price": "$43.89", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Fresh Foam Arishi V4 Running Shoe", "asin": "B09H3NFZHB", "price": "$59.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's 515 V3 Sneaker", "asin": "B09YBD8S3Z", "price": "$74.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's UBounce DNA Sneaker", "asin": "B0BZ5SP5LN", "price": "$44.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Run Falcon 5 Trail Sneaker", "asin": "B0D3P49JPB", "price": "$38.85", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"}]
  <|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": "2025-04-29T16:15:32.061Z", // 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": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
  {"timestamp": "2025-04-14T01:39:30.371Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
  {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"}
  {"timestamp": "2025-04-15T18:05:44.746Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:05:48.228Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
  {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
  {"timestamp": "2025-04-29T16:14:41.116Z", "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": "adidas shoes for women"}],
  "promotion_items": [{"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B09YWZ6KXH", "price": "$85.99", "quantity": ""},
  {"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B09YX5LQBZ", "price": "$84.31", "quantity": ""},
  {"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B0C67BSNHB", "price": "$67.95", "quantity": ""},
  {"title": "adidas\nWomen's Tech Response Spikeless 3.0 Golf Shoe", "asin": "B09YX5Y2H4", "price": "$69.99", "quantity": ""},
  {"title": "adidas\nWomen's Tech Response 3.0 Golf Shoe", "asin": "B09YX1RSHY", "price": "$69.99", "quantity": ""},
  {"title": "adidas\nWomen's Codechaos Boa 25 Spikeless Golf Shoes Sneaker", "asin": "B0CQ1CCC4J", "price": "$109.99", "quantity": ""},
  {"title": "adidas\nWomen's Adizero ZG Spikeless Shoes", "asin": "B0D64LM3QN", "price": "$179.99", "quantity": ""},
  {"title": "adidas\nWomen's Ligra 7 Indoor Court Shoe", "asin": "", "price": "$69.95", "quantity": ""},
  {"title": "adidas\nWomen's Gamecourt 2.0 Tennis Shoe", "asin": "", "price": "$61.97", "quantity": ""},
  {"title": "Reebok\nWomens Princess Sneakers", "asin": "", "price": "$46.86", "quantity": ""},
  {"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "Alicegana\nSneakers for Women Running Shoes: Fashion Walking Womens Sneakers Casual Lightweight Tennis Shoes", "asin": "", "price": "$15.73", "quantity": ""}],
  "ads": [{"title": "adidas Women's Run Falcon 5 Sneaker", "asin": "B0CKMKV6H8"},
  {"title": "adidas Women's Response Running Shoe", "asin": "B0D2JGNYGT"},
  {"title": "adidas Women's Duramo Sl Sneaker", "asin": "B0C2JZBTF9"}],
  "search_results": [{"title": "Womens Princess Sneakers", "asin": "B06XW4SF28", "price": "$46.86", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Sneakers for Women - Lightweight Women's Fashion Sneakers Memory Foam Insole Womens Sneakers - Non-Slip Platform Shoes for Women Footwear - Women's Fashion (Nita)", "asin": "B0D5RMX4VK", "price": "$39.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Sneakers Women Walking Tennis Shoes Lightweight Casual Sneakers for Gym Travel Work", "asin": "B09Q328VWX", "price": "$23.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Walking Shoes\uff0cMemory Foam Lightweight Comfort Casual Workout Shoes,Yoga Or Tennis Or Running Sneakers", "asin": "B0CC8B7D6Y", "price": "$26.09", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's VL Court 3.0 Sneaker", "asin": "B0C2JZJN6D", "price": "$56.24", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Grand Court 2.0 - ID4485", "asin": "B09DXTJ1QR", "price": "$51.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Women's X_PLR Path Sneaker", "asin": "B0CPSB45BQ", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure Sportswear Sneaker", "asin": "B0BZ5NB719", "price": "$49.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Unisex Adult Samba Indoor Soccer Shoe", "asin": "B0CKMKPDFZ", "price": "$89.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Advantage Sneaker", "asin": "B08JMGGFFN", "price": "$36.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Sneakers for Women Running Shoes: Fashion Walking Womens Sneakers Casual Lightweight Tennis Shoes", "asin": "B077HQTBT6", "price": "$15.73", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B0948XLJVR", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Running Shoes Non Slip Walking Shoes Lightweight Gym Workout Shoes Breathable Fashion Sneakers", "asin": "B08HLGQVC9", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Running Shoes Lightweight Tennis Shoes Slip On Walking Shoes Breathable Sneakers for Gym Travel Work", "asin": "B0DS7DRPLL", "price": "$18.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Grand Court 2.0 Tennis Shoe", "asin": "B09VCJYS93", "price": "$56.23", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Run Falcon 5 Sneaker", "asin": "B0CKM8KNLC", "price": "$48.75", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Run 72 Sneaker", "asin": "B0CKMQNH37", "price": "$69.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "adidas Women's VL Court Bold Sneaker", "asin": "B0D2JJG3M5", "price": "$79.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Energycloud Lightweight Slip On Walking Running Shoes", "asin": "B09PNFQFYR", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Clarks Women's Merliah Karli Sandal, Metallic, 5", "asin": "B08GNDBBMD", "price": "$65.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Slip on Loafer Shoes - Mesh Casual Ballet Flat Nurse Walking Sneakers Knit Round Toe Memory Foam Casual Shoes", "asin": "B08F583LKG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Laurieann Kay Flat Sandal", "asin": "B08WJNQS52", "price": "$60.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Swift Run Sneaker", "asin": "B0BHQJNS4G", "price": "$60.00", "delivery": "FREE delivery May 14 - 26 for Prime members"},
  {"title": "Women's Vl Court Bold Sneaker", "asin": "B0CKMNN28J", "price": "$74.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's VL Court Bold Sneaker", "asin": "B0CCQWDNYZ", "price": "$60.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Ultrarun 5 Running Sneaker", "asin": "B0CKM9947L", "price": "$56.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "White PU Leather Sneakers for Women Low Top Lace Up Tennis Shoes Women's Fashion Casual Shoes Sneakers", "asin": "B0D31M8VCR", "price": "$22.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Walking Shoes Lightweight Comfort Workout Casual Non Slip Fashion Sneakers", "asin": "B0DB2DFCXZ", "price": "$28.99", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "adidas Women's Breaknet Sleek Sneaker", "asin": "B0D22WV8XL", "price": "$65.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Bravada 2.0 Platform Sneaker", "asin": "B0BG9175WH", "price": "$42.66", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Stan Smith Shoes", "asin": "B087CC5BRP", "price": "$34.37", "delivery": "FREE delivery May 6 - 7 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Response Running Shoe", "asin": "B0CKMLJFK5", "price": "$42.87", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure 2.0 Running Shoe", "asin": "B08CYD7L6C", "price": "$69.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Gazelle Indoor Womens Sneakers", "asin": "B0D3JBBT9H", "price": "$115.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Grand Court Alpha 00s Sneaker", "asin": "B0CKMNLCYC", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure Sportswear Sneaker", "asin": "B0D4PRPFFV", "price": "$53.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Advantage 2.0 Sneaker", "asin": "B0CKMPXDYY", "price": "$38.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "adidas Women's Cloudfoam Comfy Sneaker", "asin": "B0D2JFHP24", "price": "$42.14", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Charged Assert 9 Running Shoe", "asin": "B087TBKDF3", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Ultraboost 1.0 Shoe", "asin": "B0CPSBZH26", "price": "$80.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Terrex Soulstride Sneaker", "asin": "B0BG3F4DDJ", "price": "$59.20", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Breaknet Sleek Sneaker", "asin": "B0CKMNRG16", "price": "$52.73", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Grand Court Alpha Sneaker", "asin": "B0C2JZDCHT", "price": "$54.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Runfalcon 3 Running Shoe", "asin": "B0C9SPXL8W", "price": "$39.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Prowl Slip-On Cross Trainer", "asin": "B07TP4BZWX", "price": "$50.72", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Kids' Samba Indoor Sneaker", "asin": "B0CKMCHMW6", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Women's Run 70s 2.0 Sneaker", "asin": "B0D3P5XP2K", "price": "$54.99", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Response Running Sneaker", "asin": "B0CM84CJKZ", "price": "$54.98", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Superlite 3.0 6-Pack Super No Show, Athletic Socks, Invisible Ultra Low-Profile, Cushion & Arch Compression", "asin": "B0BZR2T4VT", "price": "$12.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Women's 574 Core Sneaker", "asin": "B093QJY13N", "price": "$89.95", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Carina Leather Sneaker", "asin": "B07HJLYCJT", "price": "$64.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Racer Tr23 Shoes Sneaker", "asin": "B0BZ5B1GKS", "price": "$52.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Cheery Comfort Plush Foam Sneaker", "asin": "B082Y3PN8G", "price": "$29.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Women's Advantage Sneaker", "asin": "B0C2K28NN3", "price": "$39.64", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Barreda Decode Sneaker", "asin": "B0D22V575Q", "price": "$59.99", "delivery": "FREE delivery Mon, May 5 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Ftwwht/Silvmt/Greone Samba OG W FTWR whiteSilver met./Grey one 7 US", "asin": "B0DDQN538K", "price": "$130.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Loven Sneaker", "asin": "B08DWR81ZG", "price": "$29.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Puremotion Running Shoe", "asin": "B087KVPY8X", "price": "$43.89", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Fresh Foam Arishi V4 Running Shoe", "asin": "B09H3NFZHB", "price": "$59.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's 515 V3 Sneaker", "asin": "B09YBD8S3Z", "price": "$74.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's UBounce DNA Sneaker", "asin": "B0BZ5SP5LN", "price": "$44.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Run Falcon 5 Trail Sneaker", "asin": "B0D3P49JPB", "price": "$38.85", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"}]
  <|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": "2025-04-29T16:15:32.061Z", // 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": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
  {"timestamp": "2025-04-14T01:39:30.371Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
  {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
  {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"}
  {"timestamp": "2025-04-15T18:05:44.746Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T18:05:48.228Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"}
  {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"}
  {"timestamp": "2025-04-29T16:14:41.116Z", "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": "adidas shoes for women"}],
  "promotion_items": [{"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B09YWZ6KXH", "price": "$85.99", "quantity": ""},
  {"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B09YX5LQBZ", "price": "$84.31", "quantity": ""},
  {"title": "adidas\nWomen's Retrocross Spikeless Golf Shoe", "asin": "B0C67BSNHB", "price": "$67.95", "quantity": ""},
  {"title": "adidas\nWomen's Tech Response Spikeless 3.0 Golf Shoe", "asin": "B09YX5Y2H4", "price": "$69.99", "quantity": ""},
  {"title": "adidas\nWomen's Tech Response 3.0 Golf Shoe", "asin": "B09YX1RSHY", "price": "$69.99", "quantity": ""},
  {"title": "adidas\nWomen's Codechaos Boa 25 Spikeless Golf Shoes Sneaker", "asin": "B0CQ1CCC4J", "price": "$109.99", "quantity": ""},
  {"title": "adidas\nWomen's Adizero ZG Spikeless Shoes", "asin": "B0D64LM3QN", "price": "$179.99", "quantity": ""},
  {"title": "adidas\nWomen's Ligra 7 Indoor Court Shoe", "asin": "", "price": "$69.95", "quantity": ""},
  {"title": "adidas\nWomen's Gamecourt 2.0 Tennis Shoe", "asin": "", "price": "$61.97", "quantity": ""},
  {"title": "Reebok\nWomens Princess Sneakers", "asin": "", "price": "$46.86", "quantity": ""},
  {"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "", "price": "$23.99", "quantity": ""},
  {"title": "Alicegana\nSneakers for Women Running Shoes: Fashion Walking Womens Sneakers Casual Lightweight Tennis Shoes", "asin": "", "price": "$15.73", "quantity": ""}],
  "ads": [{"title": "adidas Women's Run Falcon 5 Sneaker", "asin": "B0CKMKV6H8"},
  {"title": "adidas Women's Response Running Shoe", "asin": "B0D2JGNYGT"},
  {"title": "adidas Women's Duramo Sl Sneaker", "asin": "B0C2JZBTF9"}],
  "search_results": [{"title": "Womens Princess Sneakers", "asin": "B06XW4SF28", "price": "$46.86", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Sneakers for Women - Lightweight Women's Fashion Sneakers Memory Foam Insole Womens Sneakers - Non-Slip Platform Shoes for Women Footwear - Women's Fashion (Nita)", "asin": "B0D5RMX4VK", "price": "$39.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Sneakers Women Walking Tennis Shoes Lightweight Casual Sneakers for Gym Travel Work", "asin": "B09Q328VWX", "price": "$23.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Walking Shoes\uff0cMemory Foam Lightweight Comfort Casual Workout Shoes,Yoga Or Tennis Or Running Sneakers", "asin": "B0CC8B7D6Y", "price": "$26.09", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's VL Court 3.0 Sneaker", "asin": "B0C2JZJN6D", "price": "$56.24", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Grand Court 2.0 - ID4485", "asin": "B09DXTJ1QR", "price": "$51.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Women's X_PLR Path Sneaker", "asin": "B0CPSB45BQ", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure Sportswear Sneaker", "asin": "B0BZ5NB719", "price": "$49.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Unisex Adult Samba Indoor Soccer Shoe", "asin": "B0CKMKPDFZ", "price": "$89.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Advantage Sneaker", "asin": "B08JMGGFFN", "price": "$36.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Sneakers for Women Running Shoes: Fashion Walking Womens Sneakers Casual Lightweight Tennis Shoes", "asin": "B077HQTBT6", "price": "$15.73", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B0948XLJVR", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Running Shoes Non Slip Walking Shoes Lightweight Gym Workout Shoes Breathable Fashion Sneakers", "asin": "B08HLGQVC9", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Running Shoes Lightweight Tennis Shoes Slip On Walking Shoes Breathable Sneakers for Gym Travel Work", "asin": "B0DS7DRPLL", "price": "$18.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Grand Court 2.0 Tennis Shoe", "asin": "B09VCJYS93", "price": "$56.23", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Run Falcon 5 Sneaker", "asin": "B0CKM8KNLC", "price": "$48.75", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Run 72 Sneaker", "asin": "B0CKMQNH37", "price": "$69.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "adidas Women's VL Court Bold Sneaker", "asin": "B0D2JJG3M5", "price": "$79.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Energycloud Lightweight Slip On Walking Running Shoes", "asin": "B09PNFQFYR", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Clarks Women's Merliah Karli Sandal, Metallic, 5", "asin": "B08GNDBBMD", "price": "$65.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Slip on Loafer Shoes - Mesh Casual Ballet Flat Nurse Walking Sneakers Knit Round Toe Memory Foam Casual Shoes", "asin": "B08F583LKG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Laurieann Kay Flat Sandal", "asin": "B08WJNQS52", "price": "$60.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Swift Run Sneaker", "asin": "B0BHQJNS4G", "price": "$60.00", "delivery": "FREE delivery May 14 - 26 for Prime members"},
  {"title": "Women's Vl Court Bold Sneaker", "asin": "B0CKMNN28J", "price": "$74.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's VL Court Bold Sneaker", "asin": "B0CCQWDNYZ", "price": "$60.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Ultrarun 5 Running Sneaker", "asin": "B0CKM9947L", "price": "$56.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "White PU Leather Sneakers for Women Low Top Lace Up Tennis Shoes Women's Fashion Casual Shoes Sneakers", "asin": "B0D31M8VCR", "price": "$22.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Walking Shoes Lightweight Comfort Workout Casual Non Slip Fashion Sneakers", "asin": "B0DB2DFCXZ", "price": "$28.99", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "adidas Women's Breaknet Sleek Sneaker", "asin": "B0D22WV8XL", "price": "$65.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Bravada 2.0 Platform Sneaker", "asin": "B0BG9175WH", "price": "$42.66", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Stan Smith Shoes", "asin": "B087CC5BRP", "price": "$34.37", "delivery": "FREE delivery May 6 - 7 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Response Running Shoe", "asin": "B0CKMLJFK5", "price": "$42.87", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure 2.0 Running Shoe", "asin": "B08CYD7L6C", "price": "$69.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Gazelle Indoor Womens Sneakers", "asin": "B0D3JBBT9H", "price": "$115.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Grand Court Alpha 00s Sneaker", "asin": "B0CKMNLCYC", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Cloudfoam Pure Sportswear Sneaker", "asin": "B0D4PRPFFV", "price": "$53.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Advantage 2.0 Sneaker", "asin": "B0CKMPXDYY", "price": "$38.99", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "adidas Women's Cloudfoam Comfy Sneaker", "asin": "B0D2JFHP24", "price": "$42.14", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Charged Assert 9 Running Shoe", "asin": "B087TBKDF3", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Ultraboost 1.0 Shoe", "asin": "B0CPSBZH26", "price": "$80.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Terrex Soulstride Sneaker", "asin": "B0BG3F4DDJ", "price": "$59.20", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Breaknet Sleek Sneaker", "asin": "B0CKMNRG16", "price": "$52.73", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Grand Court Alpha Sneaker", "asin": "B0C2JZDCHT", "price": "$54.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Runfalcon 3 Running Shoe", "asin": "B0C9SPXL8W", "price": "$39.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Prowl Slip-On Cross Trainer", "asin": "B07TP4BZWX", "price": "$50.72", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Kids' Samba Indoor Sneaker", "asin": "B0CKMCHMW6", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Women's Run 70s 2.0 Sneaker", "asin": "B0D3P5XP2K", "price": "$54.99", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Response Running Sneaker", "asin": "B0CM84CJKZ", "price": "$54.98", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Superlite 3.0 6-Pack Super No Show, Athletic Socks, Invisible Ultra Low-Profile, Cushion & Arch Compression", "asin": "B0BZR2T4VT", "price": "$12.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Women's 574 Core Sneaker", "asin": "B093QJY13N", "price": "$89.95", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Carina Leather Sneaker", "asin": "B07HJLYCJT", "price": "$64.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Racer Tr23 Shoes Sneaker", "asin": "B0BZ5B1GKS", "price": "$52.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Cheery Comfort Plush Foam Sneaker", "asin": "B082Y3PN8G", "price": "$29.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM Arrives before Mother's Day"},
  {"title": "Women's Advantage Sneaker", "asin": "B0C2K28NN3", "price": "$39.64", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Barreda Decode Sneaker", "asin": "B0D22V575Q", "price": "$59.99", "delivery": "FREE delivery Mon, May 5 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Ftwwht/Silvmt/Greone Samba OG W FTWR whiteSilver met./Grey one 7 US", "asin": "B0DDQN538K", "price": "$130.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Loven Sneaker", "asin": "B08DWR81ZG", "price": "$29.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Puremotion Running Shoe", "asin": "B087KVPY8X", "price": "$43.89", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Women's Fresh Foam Arishi V4 Running Shoe", "asin": "B09H3NFZHB", "price": "$59.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's 515 V3 Sneaker", "asin": "B09YBD8S3Z", "price": "$74.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's UBounce DNA Sneaker", "asin": "B0BZ5SP5LN", "price": "$44.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Run Falcon 5 Trail Sneaker", "asin": "B0D3P49JPB", "price": "$38.85", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"}]
  <|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": "2025-04-29T16:15:32.061Z", // 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>
  