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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-04T15:54:10.872Z", "action": "click_product", "action_argument": "B0DK5VDFGZ"}
  {"timestamp": "2025-05-04T15:54:14.692Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-04T15:54:14.748Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-04T15:55:10.780Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:55:41.330Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:48.968Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:51.994Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:58.186Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:00.530Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:04.532Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:06.783Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:08.991Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:10.974Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:13.224Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:15.810Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:18.705Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:21.925Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:41.712Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:48.350Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:50.419Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:57:19.051Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:57:53.030Z", "action": "click_product", "action_argument": "B00TTD9BRC"}
  {"timestamp": "2025-05-04T15:58:14.106Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:58:31.366Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:58:53.230Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:59:07.671Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:59:34.956Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:00:07.503Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T16:00:23.667Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:00:28.945Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:01:23.110Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T16:02:07.763Z", "action": "click_product", "action_argument": "B0DK5VDFGZ"}
  <|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": ""}],
  "cart_items": [{"title": "The Ordinary Granactive Retinoid 2% Emulsion, Advanced Retinoid Alternative for Anti-Aging and Skin Texture Improvement, 1 Fl Oz", "asin": "B071HHSMTT", "price": "$12.10", "quantity": "1"},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz", "asin": "B0DK5VDFGZ", "price": "$7.98", "quantity": "1"},
  {"title": "Good Earth Sweet and Spicy All-Natural Caffeine-Free Herbal Tea Bags, 25-Count (Pack of 3)", "asin": "B00F8LX34G", "price": "$23.95", "quantity": "1"},
  {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$14.50", "quantity": "1"},
  {"title": "Organic Pomegranate Juice Powder, 1 Pound | 100% Natural Fruit Powder | Freeze Dried & Cold Pressed | No Sugar & Additives | Great Flavor for Drinks, Smoothie, & Beverages | Non-GMO & Vegan Friendly", "asin": "B01HN63W4Y", "price": "$29.95", "quantity": "1"},
  {"title": "Terrasoul Superfoods Organic Camu Camu Powder, 7 Oz (2 Pack) - Raw | Vitamin C | Immune Support", "asin": "B00QMVSN1E", "price": "$17.99", "quantity": "1"},
  {"title": "FGO Organic Acai Powder, 4oz Resealable Pouch, Freeze Dried Superfood Berry from Brazil, No Sugar & Additives,Great for Drinks, Smoothie, & Beverages, Non-GMO (Pack of 1)", "asin": "B01BCCYJHE", "price": "$10.99", "quantity": "1"},
  {"title": "Merrell Women's Moab 3 Mid Waterproof Hiking Boot, Bungee Cord, 8", "asin": "B0987X1K61", "price": "$149.95", "quantity": "1"},
  {"title": "Merrell Women's Moab 3 MID WP Hiking Boot, New Bungee Cord, 8", "asin": "B0DB2RFSGQ", "price": "$150.00", "quantity": "1"},
  {"title": "CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 19 Ounce", "asin": "B07RK4HST7", "price": "$17.58", "quantity": "1"},
  {"title": "Ivory Gentle Bar Soap Original Scent 3.17 Oz., 2 Count", "asin": "B0CPKFZ3VH", "price": "$1.99", "quantity": "1"},
  {"title": "Portable Mini Humidifier, Colorful, Cool Mist, USB Powered. Perfect for Bedroom, Office & Car (300ml, White)", "asin": "B0C9DDCKM3", "price": "$7.20", "quantity": "1"},
  {"title": "Colgate Cavity Protection Regular Fluoride Toothpaste, White, 6 oz", "asin": "B0195UTBKA", "price": "$1.97", "quantity": "1"},
  {"title": "wet n wild Bare Focus Tinted Hydrator Matte Finish, Light Medium, Oil-Free, Moisturizing Makeup | Hyaluronic Acid | Sheer To Medium Coverage", "asin": "B08RRR61NB", "price": "$5.47", "quantity": "1"},
  {"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.47", "quantity": "1"},
  {"title": "Trident Tropical Twist Sugar Free Gum, 6 Pocket Packs of 28 Pieces (168 Total Pieces)", "asin": "B08DD6DH6X", "price": "$15.72", "quantity": "1"},
  {"title": "Juicy Mixes Nerds, Variety \u2013 Powder Drink Mix, Delicious hydration, Makes 30 Drinks", "asin": "B0BHTR3P3Q", "price": "$4.00", "quantity": "1"},
  {"title": "Skittles Singles To Go Variety Pack, Powdered Drink Mix, Zero Sugar, Low Calorie, Includes 4 Flavors: Green Apple, Strawberry, Grape, Orange, 1 Box (30 Single Servings)", "asin": "B0BDCQT67Z", "price": "$4.87", "quantity": "1"}],
  "product_details": [{"asin": "B0DK5VDFGZ"},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz"},
  {"price": "$7.58"},
  {"bullet_list": "DESIGNED FOR DRY HAIR: Dove Daily Moisture Shampoo and Conditioner system, infused with Hyaluronic Serum, leaves your hair soft, smooth, and manageable from the 1st use. CONDITIONER FOR DRY HAIR: This Dove conditioner with Hyaluronic Serum is for 100% smoothness with system BIO-PROTEIN CARE: Our Daily Moisture range with Bio-Protein Care technology, designed to regenerate hair strength and refill it with 1 trillion protein strength builders with every wash. shampoo, conditioner,mask & serum HOW TO USE: After using the Dove Daily Moisture shampoo, apply and massage this hair conditioner for damaged dry hair; leave on for 1 minute, then rinse. BACKED BY SCIENCE: This damaged hair repair conditioner uses Dove technology that\u2019s backed by 10 years of research. Protecting, repairing, and restoring hair to reduce signs of damage. CARE YOU CAN COUNT ON: Globally, Dove does not test on animals. These hair care products are PETA approved and vegan."}],
  "product_quantity": [{"quantity": "1 "},
  {"quantity": "1"}],
  "promotion_items": [{"title": "Pantene Infinite Lengths Conditioner with Biotin + Collagen, Strengthens Brittle Hair, Up to 90% Less Breakage, 1 Minute Miracle, Safe for Color Treated Hair, Floral Scent, 30 Fl Oz", "asin": "B0CXTZ62RJ", "price": "$17.59", "quantity": ""},
  {"title": "Dove Calming Moisture Body Wash 3% renewing serum with retinol & chamomile 18.5 Fl Oz", "asin": "B0DNTZ2TGN", "price": "$9.97", "quantity": ""},
  {"title": "Pantene Shampoo & Conditioner Set, Daily Moisture Renewal - Pro-V Nutrients for Dry, Color-Treated, Straight to Curly Hair, 72-Hour Hydration & Softness, 52.8 Oz Total + Miracle Rescue Shot (0.5 Oz)", "asin": "B09GV3RGW2", "price": "$19.99", "quantity": ""},
  {"title": "SEEN Leave-In Conditioner, Fragrance Free - Leave-In Hair Conditioner & Heat Protectant Spray- Detangles & Hydrates- No Parabens, Sulfates or Phthalate", "asin": "B0DF87DHLP", "price": "$29.00", "quantity": ""},
  {"title": "Dove Travel Essentials Shampoo and Conditioner Set \u2013 Dove Nutritive Solutions Intensive Repair for Damaged Hair, 3 Oz Ea", "asin": "B0DFMNSPXW", "price": "$8.99", "quantity": ""},
  {"title": "Living proof Perfect hair Day Conditioner, Hydrating Conditioner for Women, Strengthens & Enhances Shine", "asin": "B0DS6GL7RW", "price": "$67.00", "quantity": ""},
  {"title": "Herbal Essences Shampoo & Conditioner Set, Smooth Collection, Paraben-Free, Color-Safe, with Rose Hips & Vitamin E, 29.2 Fl Oz Each, 2-Pack", "asin": "B086S4Q7JH", "price": "$17.23", "quantity": ""},
  {"title": "Living proof Perfect hair Day Conditioner, Hydrating Conditioner for Women, Strengthens & Enhances Shine", "asin": "B0DS6GL7RW", "price": "$67.00", "quantity": ""},
  {"title": "VEGAMOUR GRO Revitalizing Conditioner | Smooths, Strengthens and Adds Shine to Thinning Hair | Clean, Vegan, Cruelty-Free, Clinically Proven and Color Safe", "asin": "B09GXQCZ4Z", "price": "$48.00", "quantity": ""},
  {"title": "Routine Wellness Anti-Thinning Deep Conditioner for Thinning Hair - DHT Blocker for Hair Loss in Men & Women - Promotes Healthy Hair - Rose Hips 14oz", "asin": "B0CXXJ5KSC", "price": "$29.99", "quantity": ""},
  {"title": "Divi Hydrating Conditioner for Women and Men - Softens, Detangles, and Strengthens Hair - Nourishing Formula for All Hair Types, Including Dry, Frizzy, and Color-Treated Hair - 12 Fl Oz", "asin": "B0DFF2G44Z", "price": "$22.40", "quantity": ""},
  {"title": "SEEN Leave-In Conditioner, Fragrance Free - Leave-In Hair Conditioner & Heat Protectant Spray- Detangles & Hydrates- No Parabens, Sulfates or Phthalate", "asin": "B0DF87DHLP", "price": "$29.00", "quantity": ""},
  {"title": "L'ANZA Healing Moisture Kukui Nut Conditioner, Rich Moisturizing Conditioner For Dry, Damaged Hair, Anti Frizz Treatment, Boosts Hydration & Strengthens, For All Hair Types", "asin": "B000LWOW38", "price": "$71.00", "quantity": ""},
  {"title": "Rahua Enchanted Island Hair Conditioner with Biotin, 9.3 Fl Oz, Supports Strength, Hair Growth & Shine, All Hair Types, Vitamin C, E, A, B6, Coconut Guava Scent, Nourishing Hair Care for Men and Women", "asin": "B0B34Z9GS3", "price": "$38.00", "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": "2025-05-04T16:02:14.336Z", // 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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-04T15:54:10.872Z", "action": "click_product", "action_argument": "B0DK5VDFGZ"}
  {"timestamp": "2025-05-04T15:54:14.692Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-04T15:54:14.748Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-04T15:55:10.780Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:55:41.330Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:48.968Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:51.994Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:58.186Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:00.530Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:04.532Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:06.783Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:08.991Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:10.974Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:13.224Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:15.810Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:18.705Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:21.925Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:41.712Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:48.350Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:50.419Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:57:19.051Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:57:53.030Z", "action": "click_product", "action_argument": "B00TTD9BRC"}
  {"timestamp": "2025-05-04T15:58:14.106Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:58:31.366Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:58:53.230Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:59:07.671Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:59:34.956Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:00:07.503Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T16:00:23.667Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:00:28.945Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:01:23.110Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T16:02:07.763Z", "action": "click_product", "action_argument": "B0DK5VDFGZ"}
  <|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": ""}],
  "cart_items": [{"title": "The Ordinary Granactive Retinoid 2% Emulsion, Advanced Retinoid Alternative for Anti-Aging and Skin Texture Improvement, 1 Fl Oz", "asin": "B071HHSMTT", "price": "$12.10", "quantity": "1"},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz", "asin": "B0DK5VDFGZ", "price": "$7.98", "quantity": "1"},
  {"title": "Good Earth Sweet and Spicy All-Natural Caffeine-Free Herbal Tea Bags, 25-Count (Pack of 3)", "asin": "B00F8LX34G", "price": "$23.95", "quantity": "1"},
  {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$14.50", "quantity": "1"},
  {"title": "Organic Pomegranate Juice Powder, 1 Pound | 100% Natural Fruit Powder | Freeze Dried & Cold Pressed | No Sugar & Additives | Great Flavor for Drinks, Smoothie, & Beverages | Non-GMO & Vegan Friendly", "asin": "B01HN63W4Y", "price": "$29.95", "quantity": "1"},
  {"title": "Terrasoul Superfoods Organic Camu Camu Powder, 7 Oz (2 Pack) - Raw | Vitamin C | Immune Support", "asin": "B00QMVSN1E", "price": "$17.99", "quantity": "1"},
  {"title": "FGO Organic Acai Powder, 4oz Resealable Pouch, Freeze Dried Superfood Berry from Brazil, No Sugar & Additives,Great for Drinks, Smoothie, & Beverages, Non-GMO (Pack of 1)", "asin": "B01BCCYJHE", "price": "$10.99", "quantity": "1"},
  {"title": "Merrell Women's Moab 3 Mid Waterproof Hiking Boot, Bungee Cord, 8", "asin": "B0987X1K61", "price": "$149.95", "quantity": "1"},
  {"title": "Merrell Women's Moab 3 MID WP Hiking Boot, New Bungee Cord, 8", "asin": "B0DB2RFSGQ", "price": "$150.00", "quantity": "1"},
  {"title": "CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 19 Ounce", "asin": "B07RK4HST7", "price": "$17.58", "quantity": "1"},
  {"title": "Ivory Gentle Bar Soap Original Scent 3.17 Oz., 2 Count", "asin": "B0CPKFZ3VH", "price": "$1.99", "quantity": "1"},
  {"title": "Portable Mini Humidifier, Colorful, Cool Mist, USB Powered. Perfect for Bedroom, Office & Car (300ml, White)", "asin": "B0C9DDCKM3", "price": "$7.20", "quantity": "1"},
  {"title": "Colgate Cavity Protection Regular Fluoride Toothpaste, White, 6 oz", "asin": "B0195UTBKA", "price": "$1.97", "quantity": "1"},
  {"title": "wet n wild Bare Focus Tinted Hydrator Matte Finish, Light Medium, Oil-Free, Moisturizing Makeup | Hyaluronic Acid | Sheer To Medium Coverage", "asin": "B08RRR61NB", "price": "$5.47", "quantity": "1"},
  {"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.47", "quantity": "1"},
  {"title": "Trident Tropical Twist Sugar Free Gum, 6 Pocket Packs of 28 Pieces (168 Total Pieces)", "asin": "B08DD6DH6X", "price": "$15.72", "quantity": "1"},
  {"title": "Juicy Mixes Nerds, Variety \u2013 Powder Drink Mix, Delicious hydration, Makes 30 Drinks", "asin": "B0BHTR3P3Q", "price": "$4.00", "quantity": "1"},
  {"title": "Skittles Singles To Go Variety Pack, Powdered Drink Mix, Zero Sugar, Low Calorie, Includes 4 Flavors: Green Apple, Strawberry, Grape, Orange, 1 Box (30 Single Servings)", "asin": "B0BDCQT67Z", "price": "$4.87", "quantity": "1"}],
  "product_details": [{"asin": "B0DK5VDFGZ"},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz"},
  {"price": "$7.58"},
  {"bullet_list": "DESIGNED FOR DRY HAIR: Dove Daily Moisture Shampoo and Conditioner system, infused with Hyaluronic Serum, leaves your hair soft, smooth, and manageable from the 1st use. CONDITIONER FOR DRY HAIR: This Dove conditioner with Hyaluronic Serum is for 100% smoothness with system BIO-PROTEIN CARE: Our Daily Moisture range with Bio-Protein Care technology, designed to regenerate hair strength and refill it with 1 trillion protein strength builders with every wash. shampoo, conditioner,mask & serum HOW TO USE: After using the Dove Daily Moisture shampoo, apply and massage this hair conditioner for damaged dry hair; leave on for 1 minute, then rinse. BACKED BY SCIENCE: This damaged hair repair conditioner uses Dove technology that\u2019s backed by 10 years of research. Protecting, repairing, and restoring hair to reduce signs of damage. CARE YOU CAN COUNT ON: Globally, Dove does not test on animals. These hair care products are PETA approved and vegan."}],
  "product_quantity": [{"quantity": "1 "},
  {"quantity": "1"}],
  "promotion_items": [{"title": "Pantene Infinite Lengths Conditioner with Biotin + Collagen, Strengthens Brittle Hair, Up to 90% Less Breakage, 1 Minute Miracle, Safe for Color Treated Hair, Floral Scent, 30 Fl Oz", "asin": "B0CXTZ62RJ", "price": "$17.59", "quantity": ""},
  {"title": "Dove Calming Moisture Body Wash 3% renewing serum with retinol & chamomile 18.5 Fl Oz", "asin": "B0DNTZ2TGN", "price": "$9.97", "quantity": ""},
  {"title": "Pantene Shampoo & Conditioner Set, Daily Moisture Renewal - Pro-V Nutrients for Dry, Color-Treated, Straight to Curly Hair, 72-Hour Hydration & Softness, 52.8 Oz Total + Miracle Rescue Shot (0.5 Oz)", "asin": "B09GV3RGW2", "price": "$19.99", "quantity": ""},
  {"title": "SEEN Leave-In Conditioner, Fragrance Free - Leave-In Hair Conditioner & Heat Protectant Spray- Detangles & Hydrates- No Parabens, Sulfates or Phthalate", "asin": "B0DF87DHLP", "price": "$29.00", "quantity": ""},
  {"title": "Dove Travel Essentials Shampoo and Conditioner Set \u2013 Dove Nutritive Solutions Intensive Repair for Damaged Hair, 3 Oz Ea", "asin": "B0DFMNSPXW", "price": "$8.99", "quantity": ""},
  {"title": "Living proof Perfect hair Day Conditioner, Hydrating Conditioner for Women, Strengthens & Enhances Shine", "asin": "B0DS6GL7RW", "price": "$67.00", "quantity": ""},
  {"title": "Herbal Essences Shampoo & Conditioner Set, Smooth Collection, Paraben-Free, Color-Safe, with Rose Hips & Vitamin E, 29.2 Fl Oz Each, 2-Pack", "asin": "B086S4Q7JH", "price": "$17.23", "quantity": ""},
  {"title": "Living proof Perfect hair Day Conditioner, Hydrating Conditioner for Women, Strengthens & Enhances Shine", "asin": "B0DS6GL7RW", "price": "$67.00", "quantity": ""},
  {"title": "VEGAMOUR GRO Revitalizing Conditioner | Smooths, Strengthens and Adds Shine to Thinning Hair | Clean, Vegan, Cruelty-Free, Clinically Proven and Color Safe", "asin": "B09GXQCZ4Z", "price": "$48.00", "quantity": ""},
  {"title": "Routine Wellness Anti-Thinning Deep Conditioner for Thinning Hair - DHT Blocker for Hair Loss in Men & Women - Promotes Healthy Hair - Rose Hips 14oz", "asin": "B0CXXJ5KSC", "price": "$29.99", "quantity": ""},
  {"title": "Divi Hydrating Conditioner for Women and Men - Softens, Detangles, and Strengthens Hair - Nourishing Formula for All Hair Types, Including Dry, Frizzy, and Color-Treated Hair - 12 Fl Oz", "asin": "B0DFF2G44Z", "price": "$22.40", "quantity": ""},
  {"title": "SEEN Leave-In Conditioner, Fragrance Free - Leave-In Hair Conditioner & Heat Protectant Spray- Detangles & Hydrates- No Parabens, Sulfates or Phthalate", "asin": "B0DF87DHLP", "price": "$29.00", "quantity": ""},
  {"title": "L'ANZA Healing Moisture Kukui Nut Conditioner, Rich Moisturizing Conditioner For Dry, Damaged Hair, Anti Frizz Treatment, Boosts Hydration & Strengthens, For All Hair Types", "asin": "B000LWOW38", "price": "$71.00", "quantity": ""},
  {"title": "Rahua Enchanted Island Hair Conditioner with Biotin, 9.3 Fl Oz, Supports Strength, Hair Growth & Shine, All Hair Types, Vitamin C, E, A, B6, Coconut Guava Scent, Nourishing Hair Care for Men and Women", "asin": "B0B34Z9GS3", "price": "$38.00", "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": "2025-05-04T16:02:14.336Z", // 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|>
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-05-04T15:54:10.872Z", "action": "click_product", "action_argument": "B0DK5VDFGZ"}
  {"timestamp": "2025-05-04T15:54:14.692Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-04T15:54:14.748Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-05-04T15:55:10.780Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:55:41.330Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:48.968Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:51.994Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:55:58.186Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:00.530Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:04.532Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:06.783Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:08.991Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:10.974Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:13.224Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:15.810Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:18.705Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:21.925Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:41.712Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:48.350Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:56:50.419Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:57:19.051Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:57:53.030Z", "action": "click_product", "action_argument": "B00TTD9BRC"}
  {"timestamp": "2025-05-04T15:58:14.106Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:58:31.366Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:58:53.230Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-05-04T15:59:07.671Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T15:59:34.956Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:00:07.503Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T16:00:23.667Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:00:28.945Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-05-04T16:01:23.110Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-05-04T16:02:07.763Z", "action": "click_product", "action_argument": "B0DK5VDFGZ"}
  <|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": ""}],
  "cart_items": [{"title": "The Ordinary Granactive Retinoid 2% Emulsion, Advanced Retinoid Alternative for Anti-Aging and Skin Texture Improvement, 1 Fl Oz", "asin": "B071HHSMTT", "price": "$12.10", "quantity": "1"},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz", "asin": "B0DK5VDFGZ", "price": "$7.98", "quantity": "1"},
  {"title": "Good Earth Sweet and Spicy All-Natural Caffeine-Free Herbal Tea Bags, 25-Count (Pack of 3)", "asin": "B00F8LX34G", "price": "$23.95", "quantity": "1"},
  {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$14.50", "quantity": "1"},
  {"title": "Organic Pomegranate Juice Powder, 1 Pound | 100% Natural Fruit Powder | Freeze Dried & Cold Pressed | No Sugar & Additives | Great Flavor for Drinks, Smoothie, & Beverages | Non-GMO & Vegan Friendly", "asin": "B01HN63W4Y", "price": "$29.95", "quantity": "1"},
  {"title": "Terrasoul Superfoods Organic Camu Camu Powder, 7 Oz (2 Pack) - Raw | Vitamin C | Immune Support", "asin": "B00QMVSN1E", "price": "$17.99", "quantity": "1"},
  {"title": "FGO Organic Acai Powder, 4oz Resealable Pouch, Freeze Dried Superfood Berry from Brazil, No Sugar & Additives,Great for Drinks, Smoothie, & Beverages, Non-GMO (Pack of 1)", "asin": "B01BCCYJHE", "price": "$10.99", "quantity": "1"},
  {"title": "Merrell Women's Moab 3 Mid Waterproof Hiking Boot, Bungee Cord, 8", "asin": "B0987X1K61", "price": "$149.95", "quantity": "1"},
  {"title": "Merrell Women's Moab 3 MID WP Hiking Boot, New Bungee Cord, 8", "asin": "B0DB2RFSGQ", "price": "$150.00", "quantity": "1"},
  {"title": "CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 19 Ounce", "asin": "B07RK4HST7", "price": "$17.58", "quantity": "1"},
  {"title": "Ivory Gentle Bar Soap Original Scent 3.17 Oz., 2 Count", "asin": "B0CPKFZ3VH", "price": "$1.99", "quantity": "1"},
  {"title": "Portable Mini Humidifier, Colorful, Cool Mist, USB Powered. Perfect for Bedroom, Office & Car (300ml, White)", "asin": "B0C9DDCKM3", "price": "$7.20", "quantity": "1"},
  {"title": "Colgate Cavity Protection Regular Fluoride Toothpaste, White, 6 oz", "asin": "B0195UTBKA", "price": "$1.97", "quantity": "1"},
  {"title": "wet n wild Bare Focus Tinted Hydrator Matte Finish, Light Medium, Oil-Free, Moisturizing Makeup | Hyaluronic Acid | Sheer To Medium Coverage", "asin": "B08RRR61NB", "price": "$5.47", "quantity": "1"},
  {"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.47", "quantity": "1"},
  {"title": "Trident Tropical Twist Sugar Free Gum, 6 Pocket Packs of 28 Pieces (168 Total Pieces)", "asin": "B08DD6DH6X", "price": "$15.72", "quantity": "1"},
  {"title": "Juicy Mixes Nerds, Variety \u2013 Powder Drink Mix, Delicious hydration, Makes 30 Drinks", "asin": "B0BHTR3P3Q", "price": "$4.00", "quantity": "1"},
  {"title": "Skittles Singles To Go Variety Pack, Powdered Drink Mix, Zero Sugar, Low Calorie, Includes 4 Flavors: Green Apple, Strawberry, Grape, Orange, 1 Box (30 Single Servings)", "asin": "B0BDCQT67Z", "price": "$4.87", "quantity": "1"}],
  "product_details": [{"asin": "B0DK5VDFGZ"},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz"},
  {"price": "$7.58"},
  {"bullet_list": "DESIGNED FOR DRY HAIR: Dove Daily Moisture Shampoo and Conditioner system, infused with Hyaluronic Serum, leaves your hair soft, smooth, and manageable from the 1st use. CONDITIONER FOR DRY HAIR: This Dove conditioner with Hyaluronic Serum is for 100% smoothness with system BIO-PROTEIN CARE: Our Daily Moisture range with Bio-Protein Care technology, designed to regenerate hair strength and refill it with 1 trillion protein strength builders with every wash. shampoo, conditioner,mask & serum HOW TO USE: After using the Dove Daily Moisture shampoo, apply and massage this hair conditioner for damaged dry hair; leave on for 1 minute, then rinse. BACKED BY SCIENCE: This damaged hair repair conditioner uses Dove technology that\u2019s backed by 10 years of research. Protecting, repairing, and restoring hair to reduce signs of damage. CARE YOU CAN COUNT ON: Globally, Dove does not test on animals. These hair care products are PETA approved and vegan."}],
  "product_quantity": [{"quantity": "1 "},
  {"quantity": "1"}],
  "promotion_items": [{"title": "Pantene Infinite Lengths Conditioner with Biotin + Collagen, Strengthens Brittle Hair, Up to 90% Less Breakage, 1 Minute Miracle, Safe for Color Treated Hair, Floral Scent, 30 Fl Oz", "asin": "B0CXTZ62RJ", "price": "$17.59", "quantity": ""},
  {"title": "Dove Calming Moisture Body Wash 3% renewing serum with retinol & chamomile 18.5 Fl Oz", "asin": "B0DNTZ2TGN", "price": "$9.97", "quantity": ""},
  {"title": "Pantene Shampoo & Conditioner Set, Daily Moisture Renewal - Pro-V Nutrients for Dry, Color-Treated, Straight to Curly Hair, 72-Hour Hydration & Softness, 52.8 Oz Total + Miracle Rescue Shot (0.5 Oz)", "asin": "B09GV3RGW2", "price": "$19.99", "quantity": ""},
  {"title": "SEEN Leave-In Conditioner, Fragrance Free - Leave-In Hair Conditioner & Heat Protectant Spray- Detangles & Hydrates- No Parabens, Sulfates or Phthalate", "asin": "B0DF87DHLP", "price": "$29.00", "quantity": ""},
  {"title": "Dove Travel Essentials Shampoo and Conditioner Set \u2013 Dove Nutritive Solutions Intensive Repair for Damaged Hair, 3 Oz Ea", "asin": "B0DFMNSPXW", "price": "$8.99", "quantity": ""},
  {"title": "Living proof Perfect hair Day Conditioner, Hydrating Conditioner for Women, Strengthens & Enhances Shine", "asin": "B0DS6GL7RW", "price": "$67.00", "quantity": ""},
  {"title": "Herbal Essences Shampoo & Conditioner Set, Smooth Collection, Paraben-Free, Color-Safe, with Rose Hips & Vitamin E, 29.2 Fl Oz Each, 2-Pack", "asin": "B086S4Q7JH", "price": "$17.23", "quantity": ""},
  {"title": "Living proof Perfect hair Day Conditioner, Hydrating Conditioner for Women, Strengthens & Enhances Shine", "asin": "B0DS6GL7RW", "price": "$67.00", "quantity": ""},
  {"title": "VEGAMOUR GRO Revitalizing Conditioner | Smooths, Strengthens and Adds Shine to Thinning Hair | Clean, Vegan, Cruelty-Free, Clinically Proven and Color Safe", "asin": "B09GXQCZ4Z", "price": "$48.00", "quantity": ""},
  {"title": "Routine Wellness Anti-Thinning Deep Conditioner for Thinning Hair - DHT Blocker for Hair Loss in Men & Women - Promotes Healthy Hair - Rose Hips 14oz", "asin": "B0CXXJ5KSC", "price": "$29.99", "quantity": ""},
  {"title": "Divi Hydrating Conditioner for Women and Men - Softens, Detangles, and Strengthens Hair - Nourishing Formula for All Hair Types, Including Dry, Frizzy, and Color-Treated Hair - 12 Fl Oz", "asin": "B0DFF2G44Z", "price": "$22.40", "quantity": ""},
  {"title": "SEEN Leave-In Conditioner, Fragrance Free - Leave-In Hair Conditioner & Heat Protectant Spray- Detangles & Hydrates- No Parabens, Sulfates or Phthalate", "asin": "B0DF87DHLP", "price": "$29.00", "quantity": ""},
  {"title": "L'ANZA Healing Moisture Kukui Nut Conditioner, Rich Moisturizing Conditioner For Dry, Damaged Hair, Anti Frizz Treatment, Boosts Hydration & Strengthens, For All Hair Types", "asin": "B000LWOW38", "price": "$71.00", "quantity": ""},
  {"title": "Rahua Enchanted Island Hair Conditioner with Biotin, 9.3 Fl Oz, Supports Strength, Hair Growth & Shine, All Hair Types, Vitamin C, E, A, B6, Coconut Guava Scent, Nourishing Hair Care for Men and Women", "asin": "B0B34Z9GS3", "price": "$38.00", "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": "2025-05-04T16:02:14.336Z", // 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>
  