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": "2025-04-28T18:50:21.911Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-28T18:50:28.697Z", "action": "input", "action_argument": "polaroid go travel"}
  {"timestamp": "2025-04-28T18:50:28.925Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-28T18:50:47.403Z", "action": "click_product", "action_argument": "B09DRGCC13"}
  {"timestamp": "2025-04-28T18:51:14.904Z", "action": "click_product", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-28T18:51:43.044Z", "action": "purchase", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-30T14:19:56.852Z", "action": "input", "action_argument": "polaroid go case"}
  {"timestamp": "2025-04-30T14:19:57.147Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T14:20:06.621Z", "action": "click_product", "action_argument": "B09DRGCC13"}
  {"timestamp": "2025-04-30T14:20:49.349Z", "action": "click_product", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-30T14:20:53.395Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T14:21:08.285Z", "action": "click_product", "action_argument": "B09WR8S1S7"}
  {"timestamp": "2025-05-01T14:37:16.321Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-01T14:37:41.677Z", "action": "click_product", "action_argument": "B06X9NQ8GX"}
  {"timestamp": "2025-05-01T14:37:59.199Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:01.684Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:04.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:08.234Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:09.846Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:12.708Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:15.099Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:24.281Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:25.504Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:26.672Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:31.577Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:51.251Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T14:38:58.799Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T19:02:50.268Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-01T19:03:03.393Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:08.525Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:12.189Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:18.181Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:26.047Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:29.459Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:55.932Z", "action": "purchase", "action_argument": "B0BS56VQGF"}
  {"timestamp": "2025-05-01T19:03:57.596Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T19:03:59.442Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T19:04:06.140Z", "action": "purchase", "action_argument": "B0BS56VQGF"}
  {"timestamp": "2025-05-01T19:05:49.749Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:05:52.139Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:37.195Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:42.694Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:49.282Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:07:08.774Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:09:44.844Z", "action": "input", "action_argument": "malegaon"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-06T01:50:30.750Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-06T01:50:47.298Z", "action": "input", "action_argument": "switch 2"}
  {"timestamp": "2025-05-06T01:50:47.549Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-06T01:51:14.637Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-06T01:51:18.246Z", "action": "input", "action_argument": "nintendo"}
  <|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": "nintendo"}],
  "cart_items": [{"asin": "B000OV0S84"}],
  "promotion_items": [{"title": "LEGO Star Wars: Ahsoka Chopper (C1-10P) Astromech Droid Set - Building Toy for Kids, Ages 10+ - Makes a Great Gift for Boys and Girls - Model Kit and Room Decor Idea for Sci-Fi Adventure Fans - 75416", "asin": "B0DJ1BLT51", "price": "$99.99", "quantity": ""},
  {"title": "Ruggable x Star Wars Washable 2x3 Area Rug, Grogu Trellis Sage Green, Premium Rugs for Living Room, Bedroom, Kitchen, Office, Classroom with Gripper Non Slip Pad", "asin": "B0CBBGBLJ1", "price": "$119.00", "quantity": ""},
  {"title": "Metal Sign 8 x 12inch - X-Men vs Avengers Vintage Look tin Sign Wall Decoration Bar Cafe Home Decor Wholesale Home Decor", "asin": "B0C61B55FX", "price": "$12.98", "quantity": ""},
  {"title": "Paladone Wolverine Icon Light - Officially Licensed Marvel Merchandise, X-Men Character Shaped Lamp for Bedside Table or Desk Decor, Battery Powered Disney Collectable", "asin": "B0D8LBF4G1", "price": "$19.99", "quantity": ""},
  {"title": "Topps 2024 Star Wars Chrome Black Hobby Box", "asin": "B0F2LRLKR5", "price": "$169.98", "quantity": ""},
  {"title": "Punisher - Jon Bernthal - 13x19. Original Minimalist Retro Art Poster Print", "asin": "B077ZGFQJX", "price": "$25.00", "quantity": ""},
  {"title": "Christian Bale Gorr Thor Love and Thunder #1043 Facsimile Signed Reprint Laser Autographed Funko POP! Movies Marvel Figurine with Protector Case", "asin": "B0BSTVW64B", "price": "$29.99", "quantity": ""},
  {"title": "Oral-B iO Series 5 Rechargeable Electric Toothbrush with Visible Pressure Sensor to Protect Gums, 2 Minute Timer, 5 Cleaning Settings, 1 Replacement Toothbrush Heads, and Travel Case, White", "asin": "B0B5YPZS45", "price": "$99.94", "quantity": ""},
  {"title": "Oral-B iO Series 2 Rechargeable Electric Powered Toothbrush, Night Black with 1 Gentle Care Brush Head - Automatic Pressure Sensor to Protect Gums - 3 Modes - 2 Min Timer", "asin": "B0D1D8BRK2", "price": "$57.35", "quantity": ""},
  {"title": "Oral-B iO Deep Clean + Protect Rechargeable Electric Toothbrush, White with a iO Series 7 Toothbrush, 2 Replacement Brush Heads, and a Charging Travel Case", "asin": "af304222", "price": "$149.99", "quantity": ""},
  {"title": "Oral-B iO Deep Clean + Protect Rechargeable Electric Toothbrush, Black with a iO Series 7 Toothbrush, 2 Replacement Brush Heads, and a Charging Travel Case", "asin": "B0DCCJZC9F", "price": "$219.99", "quantity": ""},
  {"title": "Polaroid Go Generation 2 - Mini Instant Camera + Film Bundle (16 Photos Included) - White (6282)", "asin": "B0CG7GHYXJ", "price": "$89.99", "quantity": ""},
  {"title": "Oral-B iO Series 10 Rechargeable Electric Toothbrush with Visible Pressure Sensor to Protect Gums, 2 Min Timer, 7 Cleaning Settings, 4 Replacement Toothbrush Heads, and Charging Travel Case, Black", "asin": "B0C2S65831", "price": "$379.94", "quantity": ""}],
  "ads": [{"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Black", "asin": "B0DSC3BPYT"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025), Hard Shell Travel Case with Storage Pockets for Accessories & Games, Protective Portable Pouch for 2025 Switch 2nd gen [7.9 inch], Black", "asin": "B0DSD1Y38B"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Blue", "asin": "B0DSD443D5"}],
  "search_results": [{"title": "CoBak Large Capacity Carrying Case for Nintendo Switch 2 ( 2025 ) , Ultra Slim Premium EVA Travel Pouch with 24 Game Cartridges, Screen Protective Cover, Accessories Storage Bag, Black", "asin": "B0DJ2W38WK", "price": "$12.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "2-Pack Anti-Glare Screen Protector for Nintendo Switch 2, Matte Tempered Glass Protector Easy to Install with Guiding Frame 9H Hardness Scratch Resistant", "asin": "B0DSHQ192C", "price": "$9.59", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "amFilm Auto-Alignment OneTouch for Nintendo Switch 2 Screen Protector [7.9''] 2025 Tempered Glass, Accessories, 30 seconds Installation, Bubble Free, Anti-Scratch, Touch Sensitive, Ultra-Clear [2Pack]", "asin": "B0DRCKDWD1", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Cyberpunk 2077: Ultimate Edition- Nintendo Switch 2", "asin": "B0F64Q8C97", "price": "$69.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "ivoler 4-Pack Tempered Glass Screen Protector Designed for Nintendo Switch 2 2025 with [Alignment Frame] Transparent HD Clear[Updated Version] Screen Protector for Switch 2 7.9''", "asin": "B0DS1S2Z7L", "price": "$8.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Nintendo Switch\u2122 with Neon Blue and Neon Red Joy\u2011Con\u2122", "asin": "B0BFJWCYTL", "price": "$299.00", "delivery": "FREE delivery May 8 - 12 Or fastest delivery Wed, May 7"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Black", "asin": "B0DSC3BPYT", "price": "$19.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "Marvel vs. Capcom Fighting Collection: Arcade Classics - Nintendo Switch", "asin": "B0D7NQN715", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Split Fiction - Nintendo Switch 2", "asin": "B0F6423HHW", "price": "$49.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "Nintendo Switch\u2122 Mario Kart\u2122 8 Deluxe Bundle (Full Game Download + 3 Mo. Nintendo Switch Online Membership Included)", "asin": "B0CHBN8QD9", "price": "$369.99", "delivery": "FREE delivery May 12 - 16 Or fastest delivery Wed, May 7 Only 2 left in stock - order soon."},
  {"title": "Star Wars: Heritage Pack - Nintendo Switch", "asin": "B0CK4Y8YLG", "price": "$39.99", "delivery": "FREE delivery Thu, May 8"},
  {"title": "Switch 2 Carrying Case for Nintendo Switch 2 (2025), Portable PU Hard Shell Travel Case with Pockets for Accessories and Games Card, Protective Travel Bag for Switch 2 Holds 10 Game Cartridge, Black", "asin": "B0DSZHZ13W", "price": "$19.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "Nintendo Switch (OLED model) with White Joy-Con", "asin": "B098RKWHHZ", "price": "$326.94", "delivery": "FREE delivery May 14 - 18 for Prime members"},
  {"title": "Daemon X Machina Titanic Scion Limited Edition Nintendo Switch 2", "asin": "B0F3KJKKDT", "price": "$99.99", "delivery": "FREE delivery This item will be released on September 5, 2025."},
  {"title": "Story of Seasons Grand Bazaar Premium Edition Nintendo Switch 2", "asin": "B0F3K153M2", "price": "$79.99", "delivery": "FREE delivery This item will be released on August 27, 2025."},
  {"title": "Star Wars Outlaws - Gold Edition, Nintendo Switch 2", "asin": "B0F79Z9V31", "price": "$59.99", "delivery": "FREE delivery This item will be released on September 4, 2025."},
  {"title": "annapro Carrying Case for Switch 2 (2025)/Switch/PS5 Portal/Steam Deck/Steam Deck OLED/Legion Go, Protective Hard Shell Travel Case for AC Adapter, Docking Station, Console and Game Accessories", "asin": "B09NNNVX6K", "price": "$31.99", "delivery": " FREE delivery Thu, May 8"},
  {"title": "Tempered Glass Screen Protector [GlasTR EZ FIT] designed for Nintendo Switch 2 (2025) - 2 Pack", "asin": "B0DNH9C9FD", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Rune Factory Guardians of Azuma Standard Edition Nintendo Switch 2", "asin": "B0F3KMTVYQ", "price": "$69.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "amFilm Tempered Glass Screen Protector Compatible with Nintendo Switch 2 7.9\" 2025 (3-Pack)", "asin": "B0DS73N83B", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Nintendo Switch with Gray Joy\u2011Con", "asin": "B07VQR11NH", "price": "$269.99", "delivery": "$15.89 delivery Tue, May 13 Or fastest delivery Thu, May 8"},
  {"title": "Screen Protectors for Nintendo Switch 2 2025,Tempered Glass Case for Nintendo Switch 2, Travel Carrying Case Accessories, Screen Protector for Switch 2 8''", "asin": "B0DSW67DDW", "price": "$7.99", "delivery": " Two-DayFREE delivery Wed, May 7"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-05-06T01:51:18.531Z", // 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": "2025-04-28T18:50:21.911Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-28T18:50:28.697Z", "action": "input", "action_argument": "polaroid go travel"}
  {"timestamp": "2025-04-28T18:50:28.925Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-28T18:50:47.403Z", "action": "click_product", "action_argument": "B09DRGCC13"}
  {"timestamp": "2025-04-28T18:51:14.904Z", "action": "click_product", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-28T18:51:43.044Z", "action": "purchase", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-30T14:19:56.852Z", "action": "input", "action_argument": "polaroid go case"}
  {"timestamp": "2025-04-30T14:19:57.147Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T14:20:06.621Z", "action": "click_product", "action_argument": "B09DRGCC13"}
  {"timestamp": "2025-04-30T14:20:49.349Z", "action": "click_product", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-30T14:20:53.395Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T14:21:08.285Z", "action": "click_product", "action_argument": "B09WR8S1S7"}
  {"timestamp": "2025-05-01T14:37:16.321Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-01T14:37:41.677Z", "action": "click_product", "action_argument": "B06X9NQ8GX"}
  {"timestamp": "2025-05-01T14:37:59.199Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:01.684Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:04.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:08.234Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:09.846Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:12.708Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:15.099Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:24.281Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:25.504Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:26.672Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:31.577Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:51.251Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T14:38:58.799Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T19:02:50.268Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-01T19:03:03.393Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:08.525Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:12.189Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:18.181Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:26.047Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:29.459Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:55.932Z", "action": "purchase", "action_argument": "B0BS56VQGF"}
  {"timestamp": "2025-05-01T19:03:57.596Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T19:03:59.442Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T19:04:06.140Z", "action": "purchase", "action_argument": "B0BS56VQGF"}
  {"timestamp": "2025-05-01T19:05:49.749Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:05:52.139Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:37.195Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:42.694Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:49.282Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:07:08.774Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:09:44.844Z", "action": "input", "action_argument": "malegaon"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-06T01:50:30.750Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-06T01:50:47.298Z", "action": "input", "action_argument": "switch 2"}
  {"timestamp": "2025-05-06T01:50:47.549Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-06T01:51:14.637Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-06T01:51:18.246Z", "action": "input", "action_argument": "nintendo"}
  <|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": "nintendo"}],
  "cart_items": [{"asin": "B000OV0S84"}],
  "promotion_items": [{"title": "LEGO Star Wars: Ahsoka Chopper (C1-10P) Astromech Droid Set - Building Toy for Kids, Ages 10+ - Makes a Great Gift for Boys and Girls - Model Kit and Room Decor Idea for Sci-Fi Adventure Fans - 75416", "asin": "B0DJ1BLT51", "price": "$99.99", "quantity": ""},
  {"title": "Ruggable x Star Wars Washable 2x3 Area Rug, Grogu Trellis Sage Green, Premium Rugs for Living Room, Bedroom, Kitchen, Office, Classroom with Gripper Non Slip Pad", "asin": "B0CBBGBLJ1", "price": "$119.00", "quantity": ""},
  {"title": "Metal Sign 8 x 12inch - X-Men vs Avengers Vintage Look tin Sign Wall Decoration Bar Cafe Home Decor Wholesale Home Decor", "asin": "B0C61B55FX", "price": "$12.98", "quantity": ""},
  {"title": "Paladone Wolverine Icon Light - Officially Licensed Marvel Merchandise, X-Men Character Shaped Lamp for Bedside Table or Desk Decor, Battery Powered Disney Collectable", "asin": "B0D8LBF4G1", "price": "$19.99", "quantity": ""},
  {"title": "Topps 2024 Star Wars Chrome Black Hobby Box", "asin": "B0F2LRLKR5", "price": "$169.98", "quantity": ""},
  {"title": "Punisher - Jon Bernthal - 13x19. Original Minimalist Retro Art Poster Print", "asin": "B077ZGFQJX", "price": "$25.00", "quantity": ""},
  {"title": "Christian Bale Gorr Thor Love and Thunder #1043 Facsimile Signed Reprint Laser Autographed Funko POP! Movies Marvel Figurine with Protector Case", "asin": "B0BSTVW64B", "price": "$29.99", "quantity": ""},
  {"title": "Oral-B iO Series 5 Rechargeable Electric Toothbrush with Visible Pressure Sensor to Protect Gums, 2 Minute Timer, 5 Cleaning Settings, 1 Replacement Toothbrush Heads, and Travel Case, White", "asin": "B0B5YPZS45", "price": "$99.94", "quantity": ""},
  {"title": "Oral-B iO Series 2 Rechargeable Electric Powered Toothbrush, Night Black with 1 Gentle Care Brush Head - Automatic Pressure Sensor to Protect Gums - 3 Modes - 2 Min Timer", "asin": "B0D1D8BRK2", "price": "$57.35", "quantity": ""},
  {"title": "Oral-B iO Deep Clean + Protect Rechargeable Electric Toothbrush, White with a iO Series 7 Toothbrush, 2 Replacement Brush Heads, and a Charging Travel Case", "asin": "af304222", "price": "$149.99", "quantity": ""},
  {"title": "Oral-B iO Deep Clean + Protect Rechargeable Electric Toothbrush, Black with a iO Series 7 Toothbrush, 2 Replacement Brush Heads, and a Charging Travel Case", "asin": "B0DCCJZC9F", "price": "$219.99", "quantity": ""},
  {"title": "Polaroid Go Generation 2 - Mini Instant Camera + Film Bundle (16 Photos Included) - White (6282)", "asin": "B0CG7GHYXJ", "price": "$89.99", "quantity": ""},
  {"title": "Oral-B iO Series 10 Rechargeable Electric Toothbrush with Visible Pressure Sensor to Protect Gums, 2 Min Timer, 7 Cleaning Settings, 4 Replacement Toothbrush Heads, and Charging Travel Case, Black", "asin": "B0C2S65831", "price": "$379.94", "quantity": ""}],
  "ads": [{"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Black", "asin": "B0DSC3BPYT"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025), Hard Shell Travel Case with Storage Pockets for Accessories & Games, Protective Portable Pouch for 2025 Switch 2nd gen [7.9 inch], Black", "asin": "B0DSD1Y38B"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Blue", "asin": "B0DSD443D5"}],
  "search_results": [{"title": "CoBak Large Capacity Carrying Case for Nintendo Switch 2 ( 2025 ) , Ultra Slim Premium EVA Travel Pouch with 24 Game Cartridges, Screen Protective Cover, Accessories Storage Bag, Black", "asin": "B0DJ2W38WK", "price": "$12.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "2-Pack Anti-Glare Screen Protector for Nintendo Switch 2, Matte Tempered Glass Protector Easy to Install with Guiding Frame 9H Hardness Scratch Resistant", "asin": "B0DSHQ192C", "price": "$9.59", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "amFilm Auto-Alignment OneTouch for Nintendo Switch 2 Screen Protector [7.9''] 2025 Tempered Glass, Accessories, 30 seconds Installation, Bubble Free, Anti-Scratch, Touch Sensitive, Ultra-Clear [2Pack]", "asin": "B0DRCKDWD1", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Cyberpunk 2077: Ultimate Edition- Nintendo Switch 2", "asin": "B0F64Q8C97", "price": "$69.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "ivoler 4-Pack Tempered Glass Screen Protector Designed for Nintendo Switch 2 2025 with [Alignment Frame] Transparent HD Clear[Updated Version] Screen Protector for Switch 2 7.9''", "asin": "B0DS1S2Z7L", "price": "$8.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Nintendo Switch\u2122 with Neon Blue and Neon Red Joy\u2011Con\u2122", "asin": "B0BFJWCYTL", "price": "$299.00", "delivery": "FREE delivery May 8 - 12 Or fastest delivery Wed, May 7"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Black", "asin": "B0DSC3BPYT", "price": "$19.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "Marvel vs. Capcom Fighting Collection: Arcade Classics - Nintendo Switch", "asin": "B0D7NQN715", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Split Fiction - Nintendo Switch 2", "asin": "B0F6423HHW", "price": "$49.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "Nintendo Switch\u2122 Mario Kart\u2122 8 Deluxe Bundle (Full Game Download + 3 Mo. Nintendo Switch Online Membership Included)", "asin": "B0CHBN8QD9", "price": "$369.99", "delivery": "FREE delivery May 12 - 16 Or fastest delivery Wed, May 7 Only 2 left in stock - order soon."},
  {"title": "Star Wars: Heritage Pack - Nintendo Switch", "asin": "B0CK4Y8YLG", "price": "$39.99", "delivery": "FREE delivery Thu, May 8"},
  {"title": "Switch 2 Carrying Case for Nintendo Switch 2 (2025), Portable PU Hard Shell Travel Case with Pockets for Accessories and Games Card, Protective Travel Bag for Switch 2 Holds 10 Game Cartridge, Black", "asin": "B0DSZHZ13W", "price": "$19.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "Nintendo Switch (OLED model) with White Joy-Con", "asin": "B098RKWHHZ", "price": "$326.94", "delivery": "FREE delivery May 14 - 18 for Prime members"},
  {"title": "Daemon X Machina Titanic Scion Limited Edition Nintendo Switch 2", "asin": "B0F3KJKKDT", "price": "$99.99", "delivery": "FREE delivery This item will be released on September 5, 2025."},
  {"title": "Story of Seasons Grand Bazaar Premium Edition Nintendo Switch 2", "asin": "B0F3K153M2", "price": "$79.99", "delivery": "FREE delivery This item will be released on August 27, 2025."},
  {"title": "Star Wars Outlaws - Gold Edition, Nintendo Switch 2", "asin": "B0F79Z9V31", "price": "$59.99", "delivery": "FREE delivery This item will be released on September 4, 2025."},
  {"title": "annapro Carrying Case for Switch 2 (2025)/Switch/PS5 Portal/Steam Deck/Steam Deck OLED/Legion Go, Protective Hard Shell Travel Case for AC Adapter, Docking Station, Console and Game Accessories", "asin": "B09NNNVX6K", "price": "$31.99", "delivery": " FREE delivery Thu, May 8"},
  {"title": "Tempered Glass Screen Protector [GlasTR EZ FIT] designed for Nintendo Switch 2 (2025) - 2 Pack", "asin": "B0DNH9C9FD", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Rune Factory Guardians of Azuma Standard Edition Nintendo Switch 2", "asin": "B0F3KMTVYQ", "price": "$69.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "amFilm Tempered Glass Screen Protector Compatible with Nintendo Switch 2 7.9\" 2025 (3-Pack)", "asin": "B0DS73N83B", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Nintendo Switch with Gray Joy\u2011Con", "asin": "B07VQR11NH", "price": "$269.99", "delivery": "$15.89 delivery Tue, May 13 Or fastest delivery Thu, May 8"},
  {"title": "Screen Protectors for Nintendo Switch 2 2025,Tempered Glass Case for Nintendo Switch 2, Travel Carrying Case Accessories, Screen Protector for Switch 2 8''", "asin": "B0DSW67DDW", "price": "$7.99", "delivery": " Two-DayFREE delivery Wed, May 7"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-05-06T01:51:18.531Z", // 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": "2025-04-28T18:50:21.911Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-28T18:50:28.697Z", "action": "input", "action_argument": "polaroid go travel"}
  {"timestamp": "2025-04-28T18:50:28.925Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-28T18:50:47.403Z", "action": "click_product", "action_argument": "B09DRGCC13"}
  {"timestamp": "2025-04-28T18:51:14.904Z", "action": "click_product", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-28T18:51:43.044Z", "action": "purchase", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-30T14:19:56.852Z", "action": "input", "action_argument": "polaroid go case"}
  {"timestamp": "2025-04-30T14:19:57.147Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-30T14:20:06.621Z", "action": "click_product", "action_argument": "B09DRGCC13"}
  {"timestamp": "2025-04-30T14:20:49.349Z", "action": "click_product", "action_argument": "B09GM4GFWV"}
  {"timestamp": "2025-04-30T14:20:53.395Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-30T14:21:08.285Z", "action": "click_product", "action_argument": "B09WR8S1S7"}
  {"timestamp": "2025-05-01T14:37:16.321Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-01T14:37:41.677Z", "action": "click_product", "action_argument": "B06X9NQ8GX"}
  {"timestamp": "2025-05-01T14:37:59.199Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:01.684Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:04.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:08.234Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:09.846Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:12.708Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:15.099Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:24.281Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:25.504Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:26.672Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:31.577Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T14:38:51.251Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T14:38:58.799Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T19:02:50.268Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-01T19:03:03.393Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:08.525Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:12.189Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:18.181Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:26.047Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:29.459Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-05-01T19:03:55.932Z", "action": "purchase", "action_argument": "B0BS56VQGF"}
  {"timestamp": "2025-05-01T19:03:57.596Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-05-01T19:03:59.442Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-01T19:04:06.140Z", "action": "purchase", "action_argument": "B0BS56VQGF"}
  {"timestamp": "2025-05-01T19:05:49.749Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:05:52.139Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:37.195Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:42.694Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:06:49.282Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:07:08.774Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-05-01T19:09:44.844Z", "action": "input", "action_argument": "malegaon"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-06T01:50:30.750Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-06T01:50:47.298Z", "action": "input", "action_argument": "switch 2"}
  {"timestamp": "2025-05-06T01:50:47.549Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-05-06T01:51:14.637Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-06T01:51:18.246Z", "action": "input", "action_argument": "nintendo"}
  <|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": "nintendo"}],
  "cart_items": [{"asin": "B000OV0S84"}],
  "promotion_items": [{"title": "LEGO Star Wars: Ahsoka Chopper (C1-10P) Astromech Droid Set - Building Toy for Kids, Ages 10+ - Makes a Great Gift for Boys and Girls - Model Kit and Room Decor Idea for Sci-Fi Adventure Fans - 75416", "asin": "B0DJ1BLT51", "price": "$99.99", "quantity": ""},
  {"title": "Ruggable x Star Wars Washable 2x3 Area Rug, Grogu Trellis Sage Green, Premium Rugs for Living Room, Bedroom, Kitchen, Office, Classroom with Gripper Non Slip Pad", "asin": "B0CBBGBLJ1", "price": "$119.00", "quantity": ""},
  {"title": "Metal Sign 8 x 12inch - X-Men vs Avengers Vintage Look tin Sign Wall Decoration Bar Cafe Home Decor Wholesale Home Decor", "asin": "B0C61B55FX", "price": "$12.98", "quantity": ""},
  {"title": "Paladone Wolverine Icon Light - Officially Licensed Marvel Merchandise, X-Men Character Shaped Lamp for Bedside Table or Desk Decor, Battery Powered Disney Collectable", "asin": "B0D8LBF4G1", "price": "$19.99", "quantity": ""},
  {"title": "Topps 2024 Star Wars Chrome Black Hobby Box", "asin": "B0F2LRLKR5", "price": "$169.98", "quantity": ""},
  {"title": "Punisher - Jon Bernthal - 13x19. Original Minimalist Retro Art Poster Print", "asin": "B077ZGFQJX", "price": "$25.00", "quantity": ""},
  {"title": "Christian Bale Gorr Thor Love and Thunder #1043 Facsimile Signed Reprint Laser Autographed Funko POP! Movies Marvel Figurine with Protector Case", "asin": "B0BSTVW64B", "price": "$29.99", "quantity": ""},
  {"title": "Oral-B iO Series 5 Rechargeable Electric Toothbrush with Visible Pressure Sensor to Protect Gums, 2 Minute Timer, 5 Cleaning Settings, 1 Replacement Toothbrush Heads, and Travel Case, White", "asin": "B0B5YPZS45", "price": "$99.94", "quantity": ""},
  {"title": "Oral-B iO Series 2 Rechargeable Electric Powered Toothbrush, Night Black with 1 Gentle Care Brush Head - Automatic Pressure Sensor to Protect Gums - 3 Modes - 2 Min Timer", "asin": "B0D1D8BRK2", "price": "$57.35", "quantity": ""},
  {"title": "Oral-B iO Deep Clean + Protect Rechargeable Electric Toothbrush, White with a iO Series 7 Toothbrush, 2 Replacement Brush Heads, and a Charging Travel Case", "asin": "af304222", "price": "$149.99", "quantity": ""},
  {"title": "Oral-B iO Deep Clean + Protect Rechargeable Electric Toothbrush, Black with a iO Series 7 Toothbrush, 2 Replacement Brush Heads, and a Charging Travel Case", "asin": "B0DCCJZC9F", "price": "$219.99", "quantity": ""},
  {"title": "Polaroid Go Generation 2 - Mini Instant Camera + Film Bundle (16 Photos Included) - White (6282)", "asin": "B0CG7GHYXJ", "price": "$89.99", "quantity": ""},
  {"title": "Oral-B iO Series 10 Rechargeable Electric Toothbrush with Visible Pressure Sensor to Protect Gums, 2 Min Timer, 7 Cleaning Settings, 4 Replacement Toothbrush Heads, and Charging Travel Case, Black", "asin": "B0C2S65831", "price": "$379.94", "quantity": ""}],
  "ads": [{"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Black", "asin": "B0DSC3BPYT"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025), Hard Shell Travel Case with Storage Pockets for Accessories & Games, Protective Portable Pouch for 2025 Switch 2nd gen [7.9 inch], Black", "asin": "B0DSD1Y38B"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Blue", "asin": "B0DSD443D5"}],
  "search_results": [{"title": "CoBak Large Capacity Carrying Case for Nintendo Switch 2 ( 2025 ) , Ultra Slim Premium EVA Travel Pouch with 24 Game Cartridges, Screen Protective Cover, Accessories Storage Bag, Black", "asin": "B0DJ2W38WK", "price": "$12.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "2-Pack Anti-Glare Screen Protector for Nintendo Switch 2, Matte Tempered Glass Protector Easy to Install with Guiding Frame 9H Hardness Scratch Resistant", "asin": "B0DSHQ192C", "price": "$9.59", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "amFilm Auto-Alignment OneTouch for Nintendo Switch 2 Screen Protector [7.9''] 2025 Tempered Glass, Accessories, 30 seconds Installation, Bubble Free, Anti-Scratch, Touch Sensitive, Ultra-Clear [2Pack]", "asin": "B0DRCKDWD1", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Cyberpunk 2077: Ultimate Edition- Nintendo Switch 2", "asin": "B0F64Q8C97", "price": "$69.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "ivoler 4-Pack Tempered Glass Screen Protector Designed for Nintendo Switch 2 2025 with [Alignment Frame] Transparent HD Clear[Updated Version] Screen Protector for Switch 2 7.9''", "asin": "B0DS1S2Z7L", "price": "$8.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Nintendo Switch\u2122 with Neon Blue and Neon Red Joy\u2011Con\u2122", "asin": "B0BFJWCYTL", "price": "$299.00", "delivery": "FREE delivery May 8 - 12 Or fastest delivery Wed, May 7"},
  {"title": "Lmcpa Carrying Case for Nintendo Switch 2 (2025) 7.9 Inch, Protective Hard Shell Portable Switch Travel Case, Durable Ballistic Nylon, Lightweight and Large Capacity, Accessories for Switch 2, Black", "asin": "B0DSC3BPYT", "price": "$19.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "Marvel vs. Capcom Fighting Collection: Arcade Classics - Nintendo Switch", "asin": "B0D7NQN715", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Split Fiction - Nintendo Switch 2", "asin": "B0F6423HHW", "price": "$49.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "Nintendo Switch\u2122 Mario Kart\u2122 8 Deluxe Bundle (Full Game Download + 3 Mo. Nintendo Switch Online Membership Included)", "asin": "B0CHBN8QD9", "price": "$369.99", "delivery": "FREE delivery May 12 - 16 Or fastest delivery Wed, May 7 Only 2 left in stock - order soon."},
  {"title": "Star Wars: Heritage Pack - Nintendo Switch", "asin": "B0CK4Y8YLG", "price": "$39.99", "delivery": "FREE delivery Thu, May 8"},
  {"title": "Switch 2 Carrying Case for Nintendo Switch 2 (2025), Portable PU Hard Shell Travel Case with Pockets for Accessories and Games Card, Protective Travel Bag for Switch 2 Holds 10 Game Cartridge, Black", "asin": "B0DSZHZ13W", "price": "$19.99", "delivery": " Two-DayFREE delivery Wed, May 7"},
  {"title": "Nintendo Switch (OLED model) with White Joy-Con", "asin": "B098RKWHHZ", "price": "$326.94", "delivery": "FREE delivery May 14 - 18 for Prime members"},
  {"title": "Daemon X Machina Titanic Scion Limited Edition Nintendo Switch 2", "asin": "B0F3KJKKDT", "price": "$99.99", "delivery": "FREE delivery This item will be released on September 5, 2025."},
  {"title": "Story of Seasons Grand Bazaar Premium Edition Nintendo Switch 2", "asin": "B0F3K153M2", "price": "$79.99", "delivery": "FREE delivery This item will be released on August 27, 2025."},
  {"title": "Star Wars Outlaws - Gold Edition, Nintendo Switch 2", "asin": "B0F79Z9V31", "price": "$59.99", "delivery": "FREE delivery This item will be released on September 4, 2025."},
  {"title": "annapro Carrying Case for Switch 2 (2025)/Switch/PS5 Portal/Steam Deck/Steam Deck OLED/Legion Go, Protective Hard Shell Travel Case for AC Adapter, Docking Station, Console and Game Accessories", "asin": "B09NNNVX6K", "price": "$31.99", "delivery": " FREE delivery Thu, May 8"},
  {"title": "Tempered Glass Screen Protector [GlasTR EZ FIT] designed for Nintendo Switch 2 (2025) - 2 Pack", "asin": "B0DNH9C9FD", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Rune Factory Guardians of Azuma Standard Edition Nintendo Switch 2", "asin": "B0F3KMTVYQ", "price": "$69.99", "delivery": "FREE delivery This item will be released on June 5, 2025."},
  {"title": "amFilm Tempered Glass Screen Protector Compatible with Nintendo Switch 2 7.9\" 2025 (3-Pack)", "asin": "B0DS73N83B", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, May 7"},
  {"title": "Nintendo Switch with Gray Joy\u2011Con", "asin": "B07VQR11NH", "price": "$269.99", "delivery": "$15.89 delivery Tue, May 13 Or fastest delivery Thu, May 8"},
  {"title": "Screen Protectors for Nintendo Switch 2 2025,Tempered Glass Case for Nintendo Switch 2, Travel Carrying Case Accessories, Screen Protector for Switch 2 8''", "asin": "B0DSW67DDW", "price": "$7.99", "delivery": " Two-DayFREE delivery Wed, May 7"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-05-06T01:51:18.531Z", // 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>
  