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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
  {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
  {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  <|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": "Pendant Men"}],
  "product_details": [{"title": "YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men"},
  {"price": "$38.69"},
  {"bullet_list": "\u2764YFN Design\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \u2764MATERIAL\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \u2764SIZE\u2764: Sisyphus pendant size: 1.16*0.81 Inch (29.7*20.6 mm), the length of chain: 22+2 inch. \u2764PERFECT GIFT\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \u2764SERVICE\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem."},
  {"asin": "B0D6RDJ1QV"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "D-02 Sisyphus"}],
  "promotion_items": [{"title": "RTZN\u00ae Meteorite Necklace for Men \u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWSCMS95", "price": "$179.95", "quantity": ""},
  {"title": "Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
  {"title": "COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas", "asin": "B0DG1DHWFV", "price": "$59.99", "quantity": ""},
  {"title": "Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\u201d Chain (Silver)", "asin": "B0DPCSX3GY", "price": "$11.19", "quantity": ""},
  {"title": "Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women", "asin": "B0DP42H1XN", "price": "$66.49", "quantity": ""},
  {"title": "MVMT Men's Hex Silver Necklace", "asin": "B00G1W0FE2", "price": "$58.00", "quantity": ""},
  {"title": "HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend", "asin": "B0D72JX9KK", "price": "$39.99", "quantity": ""},
  {"title": "IDF Necklace \u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)", "asin": "B0DMTN3H2J", "price": "$34.95", "quantity": ""},
  {"title": "Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "quantity": ""},
  {"title": "St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield", "asin": "B09P5WWJ4N", "price": "$49.99", "quantity": ""},
  {"title": "WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father", "asin": "B0BJVDTY8C", "price": "$49.99", "quantity": ""},
  {"title": "Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male", "asin": "B0DJXP2LB4", "price": "$49.99", "quantity": ""},
  {"title": "Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry", "asin": "B09MVS43Y7", "price": "$64.99", "quantity": ""},
  {"title": "INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin", "asin": "B0CN95V4PY", "price": "$89.99", "quantity": ""}]
  <|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": "2025-04-08T00:10:52.827Z", // 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
  {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
  {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  <|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": "Pendant Men"}],
  "product_details": [{"title": "YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men"},
  {"price": "$38.69"},
  {"bullet_list": "\u2764YFN Design\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \u2764MATERIAL\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \u2764SIZE\u2764: Sisyphus pendant size: 1.16*0.81 Inch (29.7*20.6 mm), the length of chain: 22+2 inch. \u2764PERFECT GIFT\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \u2764SERVICE\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem."},
  {"asin": "B0D6RDJ1QV"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "D-02 Sisyphus"}],
  "promotion_items": [{"title": "RTZN\u00ae Meteorite Necklace for Men \u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWSCMS95", "price": "$179.95", "quantity": ""},
  {"title": "Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
  {"title": "COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas", "asin": "B0DG1DHWFV", "price": "$59.99", "quantity": ""},
  {"title": "Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\u201d Chain (Silver)", "asin": "B0DPCSX3GY", "price": "$11.19", "quantity": ""},
  {"title": "Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women", "asin": "B0DP42H1XN", "price": "$66.49", "quantity": ""},
  {"title": "MVMT Men's Hex Silver Necklace", "asin": "B00G1W0FE2", "price": "$58.00", "quantity": ""},
  {"title": "HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend", "asin": "B0D72JX9KK", "price": "$39.99", "quantity": ""},
  {"title": "IDF Necklace \u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)", "asin": "B0DMTN3H2J", "price": "$34.95", "quantity": ""},
  {"title": "Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "quantity": ""},
  {"title": "St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield", "asin": "B09P5WWJ4N", "price": "$49.99", "quantity": ""},
  {"title": "WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father", "asin": "B0BJVDTY8C", "price": "$49.99", "quantity": ""},
  {"title": "Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male", "asin": "B0DJXP2LB4", "price": "$49.99", "quantity": ""},
  {"title": "Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry", "asin": "B09MVS43Y7", "price": "$64.99", "quantity": ""},
  {"title": "INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin", "asin": "B0CN95V4PY", "price": "$89.99", "quantity": ""}]
  <|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": "2025-04-08T00:10:52.827Z", // 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
  {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
  {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
  {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
  {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
  {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
  {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
  {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
  {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
  {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
  {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
  {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
  {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
  {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
  {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
  {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
  {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
  <|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": "Pendant Men"}],
  "product_details": [{"title": "YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men"},
  {"price": "$38.69"},
  {"bullet_list": "\u2764YFN Design\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \u2764MATERIAL\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \u2764SIZE\u2764: Sisyphus pendant size: 1.16*0.81 Inch (29.7*20.6 mm), the length of chain: 22+2 inch. \u2764PERFECT GIFT\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \u2764SERVICE\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem."},
  {"asin": "B0D6RDJ1QV"}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Color": "D-02 Sisyphus"}],
  "promotion_items": [{"title": "RTZN\u00ae Meteorite Necklace for Men \u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWSCMS95", "price": "$179.95", "quantity": ""},
  {"title": "Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
  {"title": "COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas", "asin": "B0DG1DHWFV", "price": "$59.99", "quantity": ""},
  {"title": "Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\u201d Chain (Silver)", "asin": "B0DPCSX3GY", "price": "$11.19", "quantity": ""},
  {"title": "Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women", "asin": "B0DP42H1XN", "price": "$66.49", "quantity": ""},
  {"title": "MVMT Men's Hex Silver Necklace", "asin": "B00G1W0FE2", "price": "$58.00", "quantity": ""},
  {"title": "HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend", "asin": "B0D72JX9KK", "price": "$39.99", "quantity": ""},
  {"title": "IDF Necklace \u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)", "asin": "B0DMTN3H2J", "price": "$34.95", "quantity": ""},
  {"title": "Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "quantity": ""},
  {"title": "St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield", "asin": "B09P5WWJ4N", "price": "$49.99", "quantity": ""},
  {"title": "WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father", "asin": "B0BJVDTY8C", "price": "$49.99", "quantity": ""},
  {"title": "Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male", "asin": "B0DJXP2LB4", "price": "$49.99", "quantity": ""},
  {"title": "Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry", "asin": "B09MVS43Y7", "price": "$64.99", "quantity": ""},
  {"title": "INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin", "asin": "B0CN95V4PY", "price": "$89.99", "quantity": ""}]
  <|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": "2025-04-08T00:10:52.827Z", // 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>
  