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"}
  <|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": "air jordans for women"}],
  "promotion_items": [{"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "quantity": ""},
  {"title": "Feethit\nWomens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "quantity": ""},
  {"title": "Wrezatro\nWomen's Slip on Walking Running Shoes Blade Tennis Casual Fashion Sneakers Comfort Non Slip Work Sport Athletic Trainer", "asin": "B0BCPNG3N7", "price": "$37.99", "quantity": ""},
  {"title": "kufeiti\nWomen's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women", "asin": "B09228ZPP8", "price": "$18.99", "quantity": ""},
  {"title": "", "asin": "B079RLYVJ3", "price": "", "quantity": ""},
  {"title": "DOGO\nVegan Leather Sneakers for Women - Handmade and Unique Design Fashion Sneakers for Women", "asin": "B0CYZNXXT3", "price": "$79.99", "quantity": ""},
  {"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "quantity": ""},
  {"title": "MAFEKE\nWomen Air Athletic Running Shoes Fashion Tennis Breathable Lightweight Walking Sneakers", "asin": "B08S2TJDB9", "price": "$45.99", "quantity": ""},
  {"title": "Feethit\nWomens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "quantity": ""},
  {"title": "Rothy's\nThe Original Slip On Sneaker, Women's Casual Fashion Shoes, Made from Recycled Plastic Bottles & Machine Washable", "asin": "B0D6BWM5W4", "price": "$99.00", "quantity": ""}],
  "search_results": [{"title": "Women Casual Shoes Ultra Lightweight Sneakers Athletic Walking Shoe Fashion Shoes", "asin": "B09B618MWL", "price": "$38.99", "delivery": "FREE delivery May 5 - 6 for Prime members Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Low Women's Shoes", "asin": "B0D9672JPQ", "price": "$114.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B0C3PLKSCZ", "price": "$114.00", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Basketball Shoe", "asin": "B0C95CTRGR", "price": "$125.00", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Men's Air 1 Low Sneaker", "asin": "B09BK6M939", "price": "$109.95", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Air Jordan 1 Low Shoes", "asin": "B0C5TC1Y6H", "price": "$115.00", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6 Arrives before Mother's Day"},
  {"title": "Jordan Women's Air 1 Retro High OG University Blue (FD2596 400) - 8", "asin": "B0D9666S8K", "price": "$120.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air 1 High Retro OG 'Satin Shadow' - (FD4810 010)", "asin": "B0DJTGCZX1", "price": "$129.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air Jordan 1 Sneaker, White Black Panda Mid, 7", "asin": "B0C9FJNFSB", "price": "$124.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Womens Air Jordan 1 Retro Hi OG Sneakers Shoes", "asin": "B0CTMZ5N3P", "price": "$99.94", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Jordan 1 Mid Women Shoes", "asin": "B0B8GBKL9V", "price": "$111.24", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Vegan Leather Sneakers for Women - Handmade and Unique Design Fashion Sneakers for Women", "asin": "B0CYZNXXT3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day Only 1 left in stock - order soon."},
  {"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": "Women's Gymnastics Shoes Sneaker", "asin": "B0B1YB3D95", "price": "$152.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Men's Air Jordan 1 Low Shoes", "asin": "B0D7TWYVH7", "price": "$109.95", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6"},
  {"title": "Air Jordan 4 Retro Women Shoes", "asin": "B0DRQVYKPW", "price": "$304.00", "delivery": "FREE delivery May 9 - 12"},
  {"title": "1 Mid Women White/Black-Panda Mid DV0991-101 8", "asin": "B0C95CTZH2", "price": "$117.95", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Lightweight Walking Sneakers Air Cushion Tennis Athletic Running Fashion Sport Shoes for Girls", "asin": "B08F58JVMD", "price": "$36.65", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air Athletic Running Shoes Fashion Sport Gym Jogging Tennis Fitness Sneaker US5.5-11", "asin": "B07TWZ9G3L", "price": "$41.99", "delivery": "FREE delivery May 10 - 15 for Prime members"},
  {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B08TBVPDX6", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Low-Top Sneakers", "asin": "B0B6FWX6HR", "price": "$90.00", "delivery": "FREE delivery Tue, May 6 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Running Shoes", "asin": "B0CZHPJ49P", "price": "$124.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Sneaker Trail Running Shoes, 9 AU", "asin": "B013GJDNJG", "price": "$117.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Air 1 Mid Womens Sail/Light Dew-Muslin BQ6472-132 - Size: 6.5", "asin": "B0D7SY6NX1", "price": "$96.69", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's High Top Heightened Sole Air Cusion Causal Fashion Sneakers Canvas Shoes", "asin": "B08HND5PG3", "price": "$36.90", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women", "asin": "B09228ZPP8", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"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 Princess Sneakers", "asin": "B000OCQ11Q", "price": "$46.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Womens WMNS Air Jordan 1 Low DC0774 105 White/Wolf Grey - Size 7.5W", "asin": "B09BK6Z2ZP", "price": "$119.95", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Womens Dunk High WMNS DD1869", "asin": "B095KWGLGB", "delivery": ""},
  {"title": "Air Jordan 4 Retro Womens Shoes", "asin": "B0CZHJT1MW", "price": "$191.11", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Men's Mercurial Vapor II SG Football Boots", "asin": "B0D9KNT9CH", "price": "$124.93", "delivery": "FREE delivery Sun, May 4 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Trendy High Top Skate Sneakers", "asin": "B0CZSVQNJQ", "price": "$37.99", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women Air Running Shoes Athletic Tennis Walking Shoes Lightweight Fashion Sneakers for Gym Sport Jogging", "asin": "B09C83PFS9", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Slip on Walking Running Shoes Blade Tennis Casual Fashion Sneakers Comfort Non Slip Work Sport Athletic Trainer", "asin": "B0BCPNG3N7", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Sneakers Slip On Walking Shoes Breathable Running Shoes Lightweight Mesh Gym Shoes Non Slip Workout Shoes", "asin": "B0CJTPV163", "price": "$28.49", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-400, Dark Powder Blue/White/Sail/Neutral Grey)", "asin": "B0DS6LV8BT", "price": "$106.97", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan 1 Mid Women Shoes", "asin": "B0D7SSBXSC", "price": "$118.90", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's WMNS Air Jordan 1 Low White/Wolf Grey, White/Wolf Grey/Aluminum, 9W", "asin": "B097S4BF66", "price": "$120.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Women's Gymnastics Shoes Sneaker", "asin": "B0C957R51F", "price": "$114.99", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6 Arrives before Mother's Day"},
  {"title": "Jordan Women's 1 Retro HI OG Black/Legend MD Brown-White (FD2596 021) - 8.5", "asin": "B0CZHNYTTR", "price": "$125.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid SE Women's Shoes (FZ8777-044, Football Grey/White/Gym Red/Midnight Navy)", "asin": "B0DNTRBH6N", "price": "$120.00", "delivery": "FREE delivery May 12 - 23 for Prime members"},
  {"title": "Air Jordan 6 Retro Pearl Women's Shoe (DQ4914-074, Pure Platinum/Metallic Gold/Coconut Milk) Size 6.5", "asin": "B0D966429T", "price": "$126.68", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-510, Indigo Haze/White/Doll)", "asin": "B0DYZ35YRM", "delivery": ""},
  {"title": "womens Aq9129", "asin": "B0CTMZFZV2", "delivery": ""},
  {"title": "Women's Air Jordan 1 Mid Shoes", "asin": "B0DM18LX66", "delivery": ""},
  {"title": "Men's Basketball Shoes", "asin": "B0CCJY4XJ6", "price": "$125.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Modern", "asin": "B0C9WBV9FD", "price": "$112.93", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Women's Shoes Air 1 Retro Low Slip Black Toe AV3918-102", "asin": "B084DHT3N1", "price": "$95.93", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's WMNS Air Jordan 1 Low Sneaker", "asin": "B0CCQP9Q26", "price": "$92.06", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Dunk Low Mens Sneakers", "asin": "B08QBF4FG1", "price": "$96.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Air Jordan 1 Low Women's Shoes (DC0774-203, Rattan/Sail/Desert Camo)", "asin": "B0DRWF9VX7", "price": "$109.79", "delivery": "FREE delivery May 6 - 13 Or fastest delivery May 2 - 7 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-008, Photon Dust/Atmosphere Grey/White)", "asin": "B0DYL2QG9B", "price": "$138.41", "delivery": "FREE delivery May 6 - 13 Or fastest delivery May 2 - 7 Arrives before Mother's Day"},
  {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B08QB8N6ZZ", "price": "$98.00", "delivery": "FREE delivery May 5 - 7 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Women's Air 1 Low SE Metallic Silver/Photon Dust (FN5030 001) - 7", "asin": "B0CZHNRHZM", "delivery": ""},
  {"title": "Jordan Women's 1 Retro HI OG Black/Legend MD Brown-White (FD2596 021)", "asin": "B0CZHNK9BV", "price": "$129.93", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan 1 Retro High OG Women's Bubble Gum Atmosphere DD9335-641 (DD9335-641, Numeric_8_Point_5)", "asin": "B09P1WMCWY", "price": "$285.00", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Men's Sneaker", "asin": "B0DLH3P5NF", "price": "$125.00", "delivery": "FREE delivery May 6 - 8"},
  {"title": "Women's Air Running Shoes Walking Tennis Sneakers Non-Slip Athletic Fashion Casual Light Shoes(US5.5-11 B(M)", "asin": "B096VJYJ48", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Low SE Women's Shoes (HF3174-600, Washed Coral/Washed Coral/Gym Red)", "asin": "B0DWYS398J", "price": "$125.00", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Modern Sneaker, 0", "asin": "B08Q9W4CKR", "price": "$105.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Jordan Womens WMNS Air 1 Low DC0774 105 White/Wolf Grey - Size 6.5W", "asin": "B09BK6PGJR", "price": "$114.95", "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": "2025-04-29T16:14:41.116Z", // 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"}
  <|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": "air jordans for women"}],
  "promotion_items": [{"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "quantity": ""},
  {"title": "Feethit\nWomens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "quantity": ""},
  {"title": "Wrezatro\nWomen's Slip on Walking Running Shoes Blade Tennis Casual Fashion Sneakers Comfort Non Slip Work Sport Athletic Trainer", "asin": "B0BCPNG3N7", "price": "$37.99", "quantity": ""},
  {"title": "kufeiti\nWomen's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women", "asin": "B09228ZPP8", "price": "$18.99", "quantity": ""},
  {"title": "", "asin": "B079RLYVJ3", "price": "", "quantity": ""},
  {"title": "DOGO\nVegan Leather Sneakers for Women - Handmade and Unique Design Fashion Sneakers for Women", "asin": "B0CYZNXXT3", "price": "$79.99", "quantity": ""},
  {"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "quantity": ""},
  {"title": "MAFEKE\nWomen Air Athletic Running Shoes Fashion Tennis Breathable Lightweight Walking Sneakers", "asin": "B08S2TJDB9", "price": "$45.99", "quantity": ""},
  {"title": "Feethit\nWomens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "quantity": ""},
  {"title": "Rothy's\nThe Original Slip On Sneaker, Women's Casual Fashion Shoes, Made from Recycled Plastic Bottles & Machine Washable", "asin": "B0D6BWM5W4", "price": "$99.00", "quantity": ""}],
  "search_results": [{"title": "Women Casual Shoes Ultra Lightweight Sneakers Athletic Walking Shoe Fashion Shoes", "asin": "B09B618MWL", "price": "$38.99", "delivery": "FREE delivery May 5 - 6 for Prime members Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Low Women's Shoes", "asin": "B0D9672JPQ", "price": "$114.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B0C3PLKSCZ", "price": "$114.00", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Basketball Shoe", "asin": "B0C95CTRGR", "price": "$125.00", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Men's Air 1 Low Sneaker", "asin": "B09BK6M939", "price": "$109.95", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Air Jordan 1 Low Shoes", "asin": "B0C5TC1Y6H", "price": "$115.00", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6 Arrives before Mother's Day"},
  {"title": "Jordan Women's Air 1 Retro High OG University Blue (FD2596 400) - 8", "asin": "B0D9666S8K", "price": "$120.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air 1 High Retro OG 'Satin Shadow' - (FD4810 010)", "asin": "B0DJTGCZX1", "price": "$129.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air Jordan 1 Sneaker, White Black Panda Mid, 7", "asin": "B0C9FJNFSB", "price": "$124.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Womens Air Jordan 1 Retro Hi OG Sneakers Shoes", "asin": "B0CTMZ5N3P", "price": "$99.94", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Jordan 1 Mid Women Shoes", "asin": "B0B8GBKL9V", "price": "$111.24", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Vegan Leather Sneakers for Women - Handmade and Unique Design Fashion Sneakers for Women", "asin": "B0CYZNXXT3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day Only 1 left in stock - order soon."},
  {"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": "Women's Gymnastics Shoes Sneaker", "asin": "B0B1YB3D95", "price": "$152.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Men's Air Jordan 1 Low Shoes", "asin": "B0D7TWYVH7", "price": "$109.95", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6"},
  {"title": "Air Jordan 4 Retro Women Shoes", "asin": "B0DRQVYKPW", "price": "$304.00", "delivery": "FREE delivery May 9 - 12"},
  {"title": "1 Mid Women White/Black-Panda Mid DV0991-101 8", "asin": "B0C95CTZH2", "price": "$117.95", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Lightweight Walking Sneakers Air Cushion Tennis Athletic Running Fashion Sport Shoes for Girls", "asin": "B08F58JVMD", "price": "$36.65", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air Athletic Running Shoes Fashion Sport Gym Jogging Tennis Fitness Sneaker US5.5-11", "asin": "B07TWZ9G3L", "price": "$41.99", "delivery": "FREE delivery May 10 - 15 for Prime members"},
  {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B08TBVPDX6", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Low-Top Sneakers", "asin": "B0B6FWX6HR", "price": "$90.00", "delivery": "FREE delivery Tue, May 6 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Running Shoes", "asin": "B0CZHPJ49P", "price": "$124.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Sneaker Trail Running Shoes, 9 AU", "asin": "B013GJDNJG", "price": "$117.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Air 1 Mid Womens Sail/Light Dew-Muslin BQ6472-132 - Size: 6.5", "asin": "B0D7SY6NX1", "price": "$96.69", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's High Top Heightened Sole Air Cusion Causal Fashion Sneakers Canvas Shoes", "asin": "B08HND5PG3", "price": "$36.90", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women", "asin": "B09228ZPP8", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"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 Princess Sneakers", "asin": "B000OCQ11Q", "price": "$46.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Womens WMNS Air Jordan 1 Low DC0774 105 White/Wolf Grey - Size 7.5W", "asin": "B09BK6Z2ZP", "price": "$119.95", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Womens Dunk High WMNS DD1869", "asin": "B095KWGLGB", "delivery": ""},
  {"title": "Air Jordan 4 Retro Womens Shoes", "asin": "B0CZHJT1MW", "price": "$191.11", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Men's Mercurial Vapor II SG Football Boots", "asin": "B0D9KNT9CH", "price": "$124.93", "delivery": "FREE delivery Sun, May 4 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Trendy High Top Skate Sneakers", "asin": "B0CZSVQNJQ", "price": "$37.99", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women Air Running Shoes Athletic Tennis Walking Shoes Lightweight Fashion Sneakers for Gym Sport Jogging", "asin": "B09C83PFS9", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Slip on Walking Running Shoes Blade Tennis Casual Fashion Sneakers Comfort Non Slip Work Sport Athletic Trainer", "asin": "B0BCPNG3N7", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Sneakers Slip On Walking Shoes Breathable Running Shoes Lightweight Mesh Gym Shoes Non Slip Workout Shoes", "asin": "B0CJTPV163", "price": "$28.49", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-400, Dark Powder Blue/White/Sail/Neutral Grey)", "asin": "B0DS6LV8BT", "price": "$106.97", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan 1 Mid Women Shoes", "asin": "B0D7SSBXSC", "price": "$118.90", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's WMNS Air Jordan 1 Low White/Wolf Grey, White/Wolf Grey/Aluminum, 9W", "asin": "B097S4BF66", "price": "$120.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Women's Gymnastics Shoes Sneaker", "asin": "B0C957R51F", "price": "$114.99", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6 Arrives before Mother's Day"},
  {"title": "Jordan Women's 1 Retro HI OG Black/Legend MD Brown-White (FD2596 021) - 8.5", "asin": "B0CZHNYTTR", "price": "$125.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid SE Women's Shoes (FZ8777-044, Football Grey/White/Gym Red/Midnight Navy)", "asin": "B0DNTRBH6N", "price": "$120.00", "delivery": "FREE delivery May 12 - 23 for Prime members"},
  {"title": "Air Jordan 6 Retro Pearl Women's Shoe (DQ4914-074, Pure Platinum/Metallic Gold/Coconut Milk) Size 6.5", "asin": "B0D966429T", "price": "$126.68", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-510, Indigo Haze/White/Doll)", "asin": "B0DYZ35YRM", "delivery": ""},
  {"title": "womens Aq9129", "asin": "B0CTMZFZV2", "delivery": ""},
  {"title": "Women's Air Jordan 1 Mid Shoes", "asin": "B0DM18LX66", "delivery": ""},
  {"title": "Men's Basketball Shoes", "asin": "B0CCJY4XJ6", "price": "$125.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Modern", "asin": "B0C9WBV9FD", "price": "$112.93", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Women's Shoes Air 1 Retro Low Slip Black Toe AV3918-102", "asin": "B084DHT3N1", "price": "$95.93", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's WMNS Air Jordan 1 Low Sneaker", "asin": "B0CCQP9Q26", "price": "$92.06", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Dunk Low Mens Sneakers", "asin": "B08QBF4FG1", "price": "$96.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Air Jordan 1 Low Women's Shoes (DC0774-203, Rattan/Sail/Desert Camo)", "asin": "B0DRWF9VX7", "price": "$109.79", "delivery": "FREE delivery May 6 - 13 Or fastest delivery May 2 - 7 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-008, Photon Dust/Atmosphere Grey/White)", "asin": "B0DYL2QG9B", "price": "$138.41", "delivery": "FREE delivery May 6 - 13 Or fastest delivery May 2 - 7 Arrives before Mother's Day"},
  {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B08QB8N6ZZ", "price": "$98.00", "delivery": "FREE delivery May 5 - 7 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Women's Air 1 Low SE Metallic Silver/Photon Dust (FN5030 001) - 7", "asin": "B0CZHNRHZM", "delivery": ""},
  {"title": "Jordan Women's 1 Retro HI OG Black/Legend MD Brown-White (FD2596 021)", "asin": "B0CZHNK9BV", "price": "$129.93", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan 1 Retro High OG Women's Bubble Gum Atmosphere DD9335-641 (DD9335-641, Numeric_8_Point_5)", "asin": "B09P1WMCWY", "price": "$285.00", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Men's Sneaker", "asin": "B0DLH3P5NF", "price": "$125.00", "delivery": "FREE delivery May 6 - 8"},
  {"title": "Women's Air Running Shoes Walking Tennis Sneakers Non-Slip Athletic Fashion Casual Light Shoes(US5.5-11 B(M)", "asin": "B096VJYJ48", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Low SE Women's Shoes (HF3174-600, Washed Coral/Washed Coral/Gym Red)", "asin": "B0DWYS398J", "price": "$125.00", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Modern Sneaker, 0", "asin": "B08Q9W4CKR", "price": "$105.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Jordan Womens WMNS Air 1 Low DC0774 105 White/Wolf Grey - Size 6.5W", "asin": "B09BK6PGJR", "price": "$114.95", "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": "2025-04-29T16:14:41.116Z", // 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"}
  <|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": "air jordans for women"}],
  "promotion_items": [{"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "quantity": ""},
  {"title": "Feethit\nWomens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "quantity": ""},
  {"title": "Wrezatro\nWomen's Slip on Walking Running Shoes Blade Tennis Casual Fashion Sneakers Comfort Non Slip Work Sport Athletic Trainer", "asin": "B0BCPNG3N7", "price": "$37.99", "quantity": ""},
  {"title": "kufeiti\nWomen's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women", "asin": "B09228ZPP8", "price": "$18.99", "quantity": ""},
  {"title": "", "asin": "B079RLYVJ3", "price": "", "quantity": ""},
  {"title": "DOGO\nVegan Leather Sneakers for Women - Handmade and Unique Design Fashion Sneakers for Women", "asin": "B0CYZNXXT3", "price": "$79.99", "quantity": ""},
  {"title": "TIOSEBON\nWomen's Athletic Walking Shoes Slip On Casual Mesh-Comfortable Tennis Workout Sneakers", "asin": "B06Y5L9B28", "price": "$23.99", "quantity": ""},
  {"title": "MAFEKE\nWomen Air Athletic Running Shoes Fashion Tennis Breathable Lightweight Walking Sneakers", "asin": "B08S2TJDB9", "price": "$45.99", "quantity": ""},
  {"title": "Feethit\nWomens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "quantity": ""},
  {"title": "Rothy's\nThe Original Slip On Sneaker, Women's Casual Fashion Shoes, Made from Recycled Plastic Bottles & Machine Washable", "asin": "B0D6BWM5W4", "price": "$99.00", "quantity": ""}],
  "search_results": [{"title": "Women Casual Shoes Ultra Lightweight Sneakers Athletic Walking Shoe Fashion Shoes", "asin": "B09B618MWL", "price": "$38.99", "delivery": "FREE delivery May 5 - 6 for Prime members Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Low Women's Shoes", "asin": "B0D9672JPQ", "price": "$114.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B0C3PLKSCZ", "price": "$114.00", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Basketball Shoe", "asin": "B0C95CTRGR", "price": "$125.00", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Men's Air 1 Low Sneaker", "asin": "B09BK6M939", "price": "$109.95", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Air Jordan 1 Low Shoes", "asin": "B0C5TC1Y6H", "price": "$115.00", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6 Arrives before Mother's Day"},
  {"title": "Jordan Women's Air 1 Retro High OG University Blue (FD2596 400) - 8", "asin": "B0D9666S8K", "price": "$120.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air 1 High Retro OG 'Satin Shadow' - (FD4810 010)", "asin": "B0DJTGCZX1", "price": "$129.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air Jordan 1 Sneaker, White Black Panda Mid, 7", "asin": "B0C9FJNFSB", "price": "$124.00", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Womens Air Jordan 1 Retro Hi OG Sneakers Shoes", "asin": "B0CTMZ5N3P", "price": "$99.94", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Jordan 1 Mid Women Shoes", "asin": "B0B8GBKL9V", "price": "$111.24", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Vegan Leather Sneakers for Women - Handmade and Unique Design Fashion Sneakers for Women", "asin": "B0CYZNXXT3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day Only 1 left in stock - order soon."},
  {"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": "Women's Gymnastics Shoes Sneaker", "asin": "B0B1YB3D95", "price": "$152.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Men's Air Jordan 1 Low Shoes", "asin": "B0D7TWYVH7", "price": "$109.95", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6"},
  {"title": "Air Jordan 4 Retro Women Shoes", "asin": "B0DRQVYKPW", "price": "$304.00", "delivery": "FREE delivery May 9 - 12"},
  {"title": "1 Mid Women White/Black-Panda Mid DV0991-101 8", "asin": "B0C95CTZH2", "price": "$117.95", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Lightweight Walking Sneakers Air Cushion Tennis Athletic Running Fashion Sport Shoes for Girls", "asin": "B08F58JVMD", "price": "$36.65", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Slip On Walking Shoes Non Slip Running Shoes Breathable Workout Shoes Lightweight Gym Sneakers", "asin": "B088WXJ39C", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Air Athletic Running Shoes Fashion Sport Gym Jogging Tennis Fitness Sneaker US5.5-11", "asin": "B07TWZ9G3L", "price": "$41.99", "delivery": "FREE delivery May 10 - 15 for Prime members"},
  {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B08TBVPDX6", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Low-Top Sneakers", "asin": "B0B6FWX6HR", "price": "$90.00", "delivery": "FREE delivery Tue, May 6 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Running Shoes", "asin": "B0CZHPJ49P", "price": "$124.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Sneaker Trail Running Shoes, 9 AU", "asin": "B013GJDNJG", "price": "$117.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Air 1 Mid Womens Sail/Light Dew-Muslin BQ6472-132 - Size: 6.5", "asin": "B0D7SY6NX1", "price": "$96.69", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's High Top Heightened Sole Air Cusion Causal Fashion Sneakers Canvas Shoes", "asin": "B08HND5PG3", "price": "$36.90", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women", "asin": "B09228ZPP8", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"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 Princess Sneakers", "asin": "B000OCQ11Q", "price": "$46.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Womens WMNS Air Jordan 1 Low DC0774 105 White/Wolf Grey - Size 7.5W", "asin": "B09BK6Z2ZP", "price": "$119.95", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Womens Dunk High WMNS DD1869", "asin": "B095KWGLGB", "delivery": ""},
  {"title": "Air Jordan 4 Retro Womens Shoes", "asin": "B0CZHJT1MW", "price": "$191.11", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Men's Mercurial Vapor II SG Football Boots", "asin": "B0D9KNT9CH", "price": "$124.93", "delivery": "FREE delivery Sun, May 4 for Prime members Arrives before Mother's Day"},
  {"title": "Women's Trendy High Top Skate Sneakers", "asin": "B0CZSVQNJQ", "price": "$37.99", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women Air Running Shoes Athletic Tennis Walking Shoes Lightweight Fashion Sneakers for Gym Sport Jogging", "asin": "B09C83PFS9", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Slip on Walking Running Shoes Blade Tennis Casual Fashion Sneakers Comfort Non Slip Work Sport Athletic Trainer", "asin": "B0BCPNG3N7", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Womens Sneakers Slip On Walking Shoes Breathable Running Shoes Lightweight Mesh Gym Shoes Non Slip Workout Shoes", "asin": "B0CJTPV163", "price": "$28.49", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-400, Dark Powder Blue/White/Sail/Neutral Grey)", "asin": "B0DS6LV8BT", "price": "$106.97", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan 1 Mid Women Shoes", "asin": "B0D7SSBXSC", "price": "$118.90", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's WMNS Air Jordan 1 Low White/Wolf Grey, White/Wolf Grey/Aluminum, 9W", "asin": "B097S4BF66", "price": "$120.00", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Women's Gymnastics Shoes Sneaker", "asin": "B0C957R51F", "price": "$114.99", "delivery": "FREE delivery May 6 - 12 Or fastest delivery May 2 - 6 Arrives before Mother's Day"},
  {"title": "Jordan Women's 1 Retro HI OG Black/Legend MD Brown-White (FD2596 021) - 8.5", "asin": "B0CZHNYTTR", "price": "$125.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid SE Women's Shoes (FZ8777-044, Football Grey/White/Gym Red/Midnight Navy)", "asin": "B0DNTRBH6N", "price": "$120.00", "delivery": "FREE delivery May 12 - 23 for Prime members"},
  {"title": "Air Jordan 6 Retro Pearl Women's Shoe (DQ4914-074, Pure Platinum/Metallic Gold/Coconut Milk) Size 6.5", "asin": "B0D966429T", "price": "$126.68", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-510, Indigo Haze/White/Doll)", "asin": "B0DYZ35YRM", "delivery": ""},
  {"title": "womens Aq9129", "asin": "B0CTMZFZV2", "delivery": ""},
  {"title": "Women's Air Jordan 1 Mid Shoes", "asin": "B0DM18LX66", "delivery": ""},
  {"title": "Men's Basketball Shoes", "asin": "B0CCJY4XJ6", "price": "$125.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Women's Modern", "asin": "B0C9WBV9FD", "price": "$112.93", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Nike Women's Shoes Air 1 Retro Low Slip Black Toe AV3918-102", "asin": "B084DHT3N1", "price": "$95.93", "delivery": "FREE delivery Sat, May 3 Arrives before Mother's Day"},
  {"title": "Women's WMNS Air Jordan 1 Low Sneaker", "asin": "B0CCQP9Q26", "price": "$92.06", "delivery": " Two-Day FREE delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Dunk Low Mens Sneakers", "asin": "B08QBF4FG1", "price": "$96.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 30"},
  {"title": "Air Jordan 1 Low Women's Shoes (DC0774-203, Rattan/Sail/Desert Camo)", "asin": "B0DRWF9VX7", "price": "$109.79", "delivery": "FREE delivery May 6 - 13 Or fastest delivery May 2 - 7 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Mid Women's Shoes (BQ6472-008, Photon Dust/Atmosphere Grey/White)", "asin": "B0DYL2QG9B", "price": "$138.41", "delivery": "FREE delivery May 6 - 13 Or fastest delivery May 2 - 7 Arrives before Mother's Day"},
  {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B08QB8N6ZZ", "price": "$98.00", "delivery": "FREE delivery May 5 - 7 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan Women's Air 1 Low SE Metallic Silver/Photon Dust (FN5030 001) - 7", "asin": "B0CZHNRHZM", "delivery": ""},
  {"title": "Jordan Women's 1 Retro HI OG Black/Legend MD Brown-White (FD2596 021)", "asin": "B0CZHNK9BV", "price": "$129.93", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Jordan 1 Retro High OG Women's Bubble Gum Atmosphere DD9335-641 (DD9335-641, Numeric_8_Point_5)", "asin": "B09P1WMCWY", "price": "$285.00", "delivery": "FREE delivery May 2 - 6 Or fastest delivery Thu, May 1 Arrives before Mother's Day"},
  {"title": "Men's Sneaker", "asin": "B0DLH3P5NF", "price": "$125.00", "delivery": "FREE delivery May 6 - 8"},
  {"title": "Women's Air Running Shoes Walking Tennis Sneakers Non-Slip Athletic Fashion Casual Light Shoes(US5.5-11 B(M)", "asin": "B096VJYJ48", "price": "$45.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Air Jordan 1 Low SE Women's Shoes (HF3174-600, Washed Coral/Washed Coral/Gym Red)", "asin": "B0DWYS398J", "price": "$125.00", "delivery": "FREE delivery Thu, May 8 Or fastest delivery Tomorrow, Apr 30 Arrives before Mother's Day"},
  {"title": "Women's Modern Sneaker, 0", "asin": "B08Q9W4CKR", "price": "$105.00", "delivery": "FREE delivery Fri, May 2 Arrives before Mother's Day"},
  {"title": "Jordan Womens WMNS Air 1 Low DC0774 105 White/Wolf Grey - Size 6.5W", "asin": "B09BK6PGJR", "price": "$114.95", "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": "2025-04-29T16:14:41.116Z", // 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>
  