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"}
  <|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": ""}],
  "promotion_items": [{"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
  {"title": "essence | Lash Princess False Lash Effect Mascara | Volumizing & Lengthening | Cruelty Free & Paraben Free", "asin": "B00T0C9XRK", "price": "$4.99", "quantity": ""},
  {"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$23.99", "quantity": ""},
  {"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A2FS6ZKNWOYBE9", "price": "$10.97", "quantity": ""},
  {"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$14.97", "quantity": ""},
  {"title": "CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary", "asin": "B00SNPCSUY", "price": "$15.68", "quantity": ""},
  {"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$14.97", "quantity": ""},
  {"title": "CeraVe Foaming Facial Cleanser, Daily Face Wash for Oily Skin, Hyaluronic Acid + Ceramides + Niacinamide, Fragrance Free & Paraben Free, Non-Drying Oil Control Face Wash, 16 Fluid Ounces", "asin": "B01N1LL62W", "price": "$13.93", "quantity": ""},
  {"title": "L'Oreal Paris Elvive Hyaluron Plump Shampoo and Conditioner Set for Dehydrated, Dry Hair with Hyaluronic Acid Care Complex, 1 Kit (2 Products)", "asin": "B0BJNX6R5X", "price": "$16.96", "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": "OGX Renewing + Argan Oil of Morocco Conditioner, Repair Conditioner & Argan Oil Helps Strengthen & Repair Dry, Damaged Hair, Paraben-Free, Sulfate-Free Surfactants, 25.4 fl. oz", "asin": "B008G8G4KI", "price": "$12.28", "quantity": ""},
  {"title": "Aveeno Apple Cider Vinegar Clarifying Shampoo, Shine Enhancing, 12 fl oz", "asin": "B07HMVMTN6", "price": "$8.12", "quantity": ""},
  {"title": "Aveeno Stress Relief Body Wash with Soothing Oat for Sensitive Skin, Lavender Body Wash to help you feel Calm and Relaxed, Sulfate-Free, 33 FL OZ", "asin": "/promo/A2NSTGVJTY1KFQ", "price": "$12.97", "quantity": ""},
  {"title": "Aveeno Daily Moisturizing Body Wash for Dry Skin with Soothing Oat, Creamy Shower Cleanser, Gentle, Soap-Free and Dye-Free, Lightly Scented, 33 FL OZ", "asin": "/promo/A7YJU7IDV8R82", "price": "$12.97", "quantity": ""}],
  "active_items": [{"title": "The Ordinary Granactive Retinoid 2% Emulsion, Advanced Retinoid Alternative for Anti-Aging and Skin Texture Improvement, 1 Fl Oz", "asin": "B071HHSMTT", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "2", "selected": false, "options": []},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz", "asin": "B0DK5VDFGZ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
  {"title": "Good Earth Sweet and Spicy All-Natural Caffeine-Free Herbal Tea Bags, 25-Count (Pack of 3)", "asin": "B00F8LX34G", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Size": "25 Count (Pack of 3)"}]},
  {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery May 25 - Jun 27 for Prime members", "quantity": "1", "selected": false, "options": []},
  {"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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM", "quantity": "1", "selected": false, "options": []},
  {"title": "Terrasoul Superfoods Organic Camu Camu Powder, 7 Oz (2 Pack) - Raw | Vitamin C | Immune Support", "asin": "B00QMVSN1E", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": []},
  {"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", "delivery": "FREE delivery Fri, May 9 for Prime members", "quantity": "1", "selected": false, "options": [{"Size": "4 Ounce (Pack of 1)"}]},
  {"title": "Merrell Women's Moab 3 Mid Waterproof Hiking Boot, Bungee Cord, 8", "asin": "B0987X1K61", "delivery": "One-Day FREE delivery Tomorrow, May 5 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "8"}, {"Color": "Bungee Cord"}]},
  {"title": "Merrell Women's Moab 3 MID WP Hiking Boot, New Bungee Cord, 8", "asin": "B0DB2RFSGQ", "delivery": "Two-Day FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "8"}, {"Color": "Bungee Cord 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", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Size": "19 Fl Oz (Pack of 1)"}]},
  {"title": "Ivory Gentle Bar Soap Original Scent 3.17 Oz., 2 Count", "asin": "B0CPKFZ3VH", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Original Scent"}, {"Size": "3.17 Ounce (Pack of 1)"}]},
  {"title": "Portable Mini Humidifier, Colorful, Cool Mist, USB Powered. Perfect for Bedroom, Office & Car (300ml, White)", "asin": "B0C9DDCKM3", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]},
  {"title": "Colgate Cavity Protection Regular Fluoride Toothpaste, White, 6 oz", "asin": "B0195UTBKA", "delivery": "One-Day FREE delivery Tomorrow, May 5 FREE Returns", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Regular"}, {"Size": "6 Ounce (Pack of 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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Light Medium"}, {"Size": "0.91 Ounce (Pack of 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", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Size": "19 Ounce"}]},
  {"title": "Trident Tropical Twist Sugar Free Gum, 6 Pocket Packs of 28 Pieces (168 Total Pieces)", "asin": "B08DD6DH6X", "delivery": " Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Tropical Twist"}, {"Size": "28 Count (Pack of 6)"}]},
  {"title": "Juicy Mixes Nerds, Variety \u2013 Powder Drink Mix, Delicious hydration, Makes 30 Drinks", "asin": "B0BHTR3P3Q", "delivery": "Two-Day FREE delivery Tue, May 6", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Variety"}]},
  {"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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Style": "Original Variety Pack"}]}],
  "saved_items": [{"title": "R.W.FLAME Chest Freezer 3.5 Cubic Feet with Removable Baskets*2 and Defrost Water Drain, Deep Freezer, Adjustable Temperature, Energy Saving, Top Open Door Compact Freezer (3.5 Cubic Feet, White)", "asin": "B08HCPYXCD", "options": []},
  {"title": "L'Oreal Paris Feria Multi-Faceted Shimmering Permanent Hair Color, R57 Intense Medium Auburn, Hair Dye Kit, Pack of 2", "asin": "B07D9W1QMW", "options": []},
  {"title": "Premier Protein Shake, Cookie Dough, 30g Protein 1g Sugar 24 Vitamins Minerals Nutrients to Support Immune Health, 11.5 fl oz (Pack of 12)", "asin": "B0CK9QNYZW", "options": [{"Flavor Name": "Cookie Dough"}, {"Size": "11.5 Fl Oz (Pack of 12)"}]},
  {"asin": "B0CK9QNYZW", "options": []},
  {"title": "The Ordinary Niacinamide 5% Face and Body Emulsion, Dark Spot & Skin Tone Corrector, 3.4 Fl Oz", "asin": "B0DFYFXDDP", "options": []},
  {"title": "Colgate Optic White Pro Series Whitening Toothpaste with 5% Hydrogen Peroxide, Stain Prevention, 3 oz Tube, 2 Pack", "asin": "B0BQ1X8W2H", "price": "$11.04", "options": [{"Size": "3 Ounce (Pack of 2)"}, {"Style": "Stain Prevention"}]},
  {"title": "Air Purifier for Bedroom, TDBYWAE Air Purifiers for Large Room", "asin": "B0DJGCZWWJ", "options": []},
  {"title": "MANIC PANIC Classic Electric Amethyst Semi Permanent Hair Color - Bright Purple Hair Dye for Women & Men That Lasts 4-6 Weeks - Vegan, Ammonia & Cruelty-Free - Create & Mix Custom Shades (4oz)", "asin": "B0052EWNBS", "options": []},
  {"title": "TIGI Bed Head After Party Smoothing Cream for Silky and Shiny Hair 3.38 fl oz", "asin": "B08X8MTQWF", "options": []},
  {"title": "Air Purifiers for Home Large Rooms up to 1200ft\u00b2, MOOKA H13 True HEPA Air Purifier for Bedroom Pets with Fragrance Sponge, Timer, Air Filter Cleaner for Smoke, Odor, Dander, Pollen (White)", "asin": "B0BQJCPJNV", "options": [{"Color": "White"}]},
  {"title": "Crystal Light Sugar-Free, Lemonade, Fruit Punch, Raspberry Lemonade and Wild Strawberry On-The-Go Powdered Drink Singles Mix Variety Pack, 60 Count, Each Packet Dissolves into any 16.9 oz. by TOOZOON", "asin": "B0BMZVSRV1", "options": [{"Size": "60 Count (Pack of 1)"}]}]
  <|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": "2025-05-04T15:57:53.030Z", // 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"}
  <|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": ""}],
  "promotion_items": [{"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
  {"title": "essence | Lash Princess False Lash Effect Mascara | Volumizing & Lengthening | Cruelty Free & Paraben Free", "asin": "B00T0C9XRK", "price": "$4.99", "quantity": ""},
  {"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$23.99", "quantity": ""},
  {"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A2FS6ZKNWOYBE9", "price": "$10.97", "quantity": ""},
  {"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$14.97", "quantity": ""},
  {"title": "CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary", "asin": "B00SNPCSUY", "price": "$15.68", "quantity": ""},
  {"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$14.97", "quantity": ""},
  {"title": "CeraVe Foaming Facial Cleanser, Daily Face Wash for Oily Skin, Hyaluronic Acid + Ceramides + Niacinamide, Fragrance Free & Paraben Free, Non-Drying Oil Control Face Wash, 16 Fluid Ounces", "asin": "B01N1LL62W", "price": "$13.93", "quantity": ""},
  {"title": "L'Oreal Paris Elvive Hyaluron Plump Shampoo and Conditioner Set for Dehydrated, Dry Hair with Hyaluronic Acid Care Complex, 1 Kit (2 Products)", "asin": "B0BJNX6R5X", "price": "$16.96", "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": "OGX Renewing + Argan Oil of Morocco Conditioner, Repair Conditioner & Argan Oil Helps Strengthen & Repair Dry, Damaged Hair, Paraben-Free, Sulfate-Free Surfactants, 25.4 fl. oz", "asin": "B008G8G4KI", "price": "$12.28", "quantity": ""},
  {"title": "Aveeno Apple Cider Vinegar Clarifying Shampoo, Shine Enhancing, 12 fl oz", "asin": "B07HMVMTN6", "price": "$8.12", "quantity": ""},
  {"title": "Aveeno Stress Relief Body Wash with Soothing Oat for Sensitive Skin, Lavender Body Wash to help you feel Calm and Relaxed, Sulfate-Free, 33 FL OZ", "asin": "/promo/A2NSTGVJTY1KFQ", "price": "$12.97", "quantity": ""},
  {"title": "Aveeno Daily Moisturizing Body Wash for Dry Skin with Soothing Oat, Creamy Shower Cleanser, Gentle, Soap-Free and Dye-Free, Lightly Scented, 33 FL OZ", "asin": "/promo/A7YJU7IDV8R82", "price": "$12.97", "quantity": ""}],
  "active_items": [{"title": "The Ordinary Granactive Retinoid 2% Emulsion, Advanced Retinoid Alternative for Anti-Aging and Skin Texture Improvement, 1 Fl Oz", "asin": "B071HHSMTT", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "2", "selected": false, "options": []},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz", "asin": "B0DK5VDFGZ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
  {"title": "Good Earth Sweet and Spicy All-Natural Caffeine-Free Herbal Tea Bags, 25-Count (Pack of 3)", "asin": "B00F8LX34G", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Size": "25 Count (Pack of 3)"}]},
  {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery May 25 - Jun 27 for Prime members", "quantity": "1", "selected": false, "options": []},
  {"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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM", "quantity": "1", "selected": false, "options": []},
  {"title": "Terrasoul Superfoods Organic Camu Camu Powder, 7 Oz (2 Pack) - Raw | Vitamin C | Immune Support", "asin": "B00QMVSN1E", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": []},
  {"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", "delivery": "FREE delivery Fri, May 9 for Prime members", "quantity": "1", "selected": false, "options": [{"Size": "4 Ounce (Pack of 1)"}]},
  {"title": "Merrell Women's Moab 3 Mid Waterproof Hiking Boot, Bungee Cord, 8", "asin": "B0987X1K61", "delivery": "One-Day FREE delivery Tomorrow, May 5 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "8"}, {"Color": "Bungee Cord"}]},
  {"title": "Merrell Women's Moab 3 MID WP Hiking Boot, New Bungee Cord, 8", "asin": "B0DB2RFSGQ", "delivery": "Two-Day FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "8"}, {"Color": "Bungee Cord 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", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Size": "19 Fl Oz (Pack of 1)"}]},
  {"title": "Ivory Gentle Bar Soap Original Scent 3.17 Oz., 2 Count", "asin": "B0CPKFZ3VH", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Original Scent"}, {"Size": "3.17 Ounce (Pack of 1)"}]},
  {"title": "Portable Mini Humidifier, Colorful, Cool Mist, USB Powered. Perfect for Bedroom, Office & Car (300ml, White)", "asin": "B0C9DDCKM3", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]},
  {"title": "Colgate Cavity Protection Regular Fluoride Toothpaste, White, 6 oz", "asin": "B0195UTBKA", "delivery": "One-Day FREE delivery Tomorrow, May 5 FREE Returns", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Regular"}, {"Size": "6 Ounce (Pack of 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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Light Medium"}, {"Size": "0.91 Ounce (Pack of 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", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Size": "19 Ounce"}]},
  {"title": "Trident Tropical Twist Sugar Free Gum, 6 Pocket Packs of 28 Pieces (168 Total Pieces)", "asin": "B08DD6DH6X", "delivery": " Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Tropical Twist"}, {"Size": "28 Count (Pack of 6)"}]},
  {"title": "Juicy Mixes Nerds, Variety \u2013 Powder Drink Mix, Delicious hydration, Makes 30 Drinks", "asin": "B0BHTR3P3Q", "delivery": "Two-Day FREE delivery Tue, May 6", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Variety"}]},
  {"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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Style": "Original Variety Pack"}]}],
  "saved_items": [{"title": "R.W.FLAME Chest Freezer 3.5 Cubic Feet with Removable Baskets*2 and Defrost Water Drain, Deep Freezer, Adjustable Temperature, Energy Saving, Top Open Door Compact Freezer (3.5 Cubic Feet, White)", "asin": "B08HCPYXCD", "options": []},
  {"title": "L'Oreal Paris Feria Multi-Faceted Shimmering Permanent Hair Color, R57 Intense Medium Auburn, Hair Dye Kit, Pack of 2", "asin": "B07D9W1QMW", "options": []},
  {"title": "Premier Protein Shake, Cookie Dough, 30g Protein 1g Sugar 24 Vitamins Minerals Nutrients to Support Immune Health, 11.5 fl oz (Pack of 12)", "asin": "B0CK9QNYZW", "options": [{"Flavor Name": "Cookie Dough"}, {"Size": "11.5 Fl Oz (Pack of 12)"}]},
  {"asin": "B0CK9QNYZW", "options": []},
  {"title": "The Ordinary Niacinamide 5% Face and Body Emulsion, Dark Spot & Skin Tone Corrector, 3.4 Fl Oz", "asin": "B0DFYFXDDP", "options": []},
  {"title": "Colgate Optic White Pro Series Whitening Toothpaste with 5% Hydrogen Peroxide, Stain Prevention, 3 oz Tube, 2 Pack", "asin": "B0BQ1X8W2H", "price": "$11.04", "options": [{"Size": "3 Ounce (Pack of 2)"}, {"Style": "Stain Prevention"}]},
  {"title": "Air Purifier for Bedroom, TDBYWAE Air Purifiers for Large Room", "asin": "B0DJGCZWWJ", "options": []},
  {"title": "MANIC PANIC Classic Electric Amethyst Semi Permanent Hair Color - Bright Purple Hair Dye for Women & Men That Lasts 4-6 Weeks - Vegan, Ammonia & Cruelty-Free - Create & Mix Custom Shades (4oz)", "asin": "B0052EWNBS", "options": []},
  {"title": "TIGI Bed Head After Party Smoothing Cream for Silky and Shiny Hair 3.38 fl oz", "asin": "B08X8MTQWF", "options": []},
  {"title": "Air Purifiers for Home Large Rooms up to 1200ft\u00b2, MOOKA H13 True HEPA Air Purifier for Bedroom Pets with Fragrance Sponge, Timer, Air Filter Cleaner for Smoke, Odor, Dander, Pollen (White)", "asin": "B0BQJCPJNV", "options": [{"Color": "White"}]},
  {"title": "Crystal Light Sugar-Free, Lemonade, Fruit Punch, Raspberry Lemonade and Wild Strawberry On-The-Go Powdered Drink Singles Mix Variety Pack, 60 Count, Each Packet Dissolves into any 16.9 oz. by TOOZOON", "asin": "B0BMZVSRV1", "options": [{"Size": "60 Count (Pack of 1)"}]}]
  <|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": "2025-05-04T15:57:53.030Z", // 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"}
  <|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": ""}],
  "promotion_items": [{"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
  {"title": "essence | Lash Princess False Lash Effect Mascara | Volumizing & Lengthening | Cruelty Free & Paraben Free", "asin": "B00T0C9XRK", "price": "$4.99", "quantity": ""},
  {"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$23.99", "quantity": ""},
  {"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A2FS6ZKNWOYBE9", "price": "$10.97", "quantity": ""},
  {"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$14.97", "quantity": ""},
  {"title": "CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary", "asin": "B00SNPCSUY", "price": "$15.68", "quantity": ""},
  {"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$14.97", "quantity": ""},
  {"title": "CeraVe Foaming Facial Cleanser, Daily Face Wash for Oily Skin, Hyaluronic Acid + Ceramides + Niacinamide, Fragrance Free & Paraben Free, Non-Drying Oil Control Face Wash, 16 Fluid Ounces", "asin": "B01N1LL62W", "price": "$13.93", "quantity": ""},
  {"title": "L'Oreal Paris Elvive Hyaluron Plump Shampoo and Conditioner Set for Dehydrated, Dry Hair with Hyaluronic Acid Care Complex, 1 Kit (2 Products)", "asin": "B0BJNX6R5X", "price": "$16.96", "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": "OGX Renewing + Argan Oil of Morocco Conditioner, Repair Conditioner & Argan Oil Helps Strengthen & Repair Dry, Damaged Hair, Paraben-Free, Sulfate-Free Surfactants, 25.4 fl. oz", "asin": "B008G8G4KI", "price": "$12.28", "quantity": ""},
  {"title": "Aveeno Apple Cider Vinegar Clarifying Shampoo, Shine Enhancing, 12 fl oz", "asin": "B07HMVMTN6", "price": "$8.12", "quantity": ""},
  {"title": "Aveeno Stress Relief Body Wash with Soothing Oat for Sensitive Skin, Lavender Body Wash to help you feel Calm and Relaxed, Sulfate-Free, 33 FL OZ", "asin": "/promo/A2NSTGVJTY1KFQ", "price": "$12.97", "quantity": ""},
  {"title": "Aveeno Daily Moisturizing Body Wash for Dry Skin with Soothing Oat, Creamy Shower Cleanser, Gentle, Soap-Free and Dye-Free, Lightly Scented, 33 FL OZ", "asin": "/promo/A7YJU7IDV8R82", "price": "$12.97", "quantity": ""}],
  "active_items": [{"title": "The Ordinary Granactive Retinoid 2% Emulsion, Advanced Retinoid Alternative for Anti-Aging and Skin Texture Improvement, 1 Fl Oz", "asin": "B071HHSMTT", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "2", "selected": false, "options": []},
  {"title": "Dove Conditioner Daily Moisture for Dry Hair with Bio-Protein Care Technology and Hyaluronic Serum 28 Fl Oz", "asin": "B0DK5VDFGZ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
  {"title": "Good Earth Sweet and Spicy All-Natural Caffeine-Free Herbal Tea Bags, 25-Count (Pack of 3)", "asin": "B00F8LX34G", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Size": "25 Count (Pack of 3)"}]},
  {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery May 25 - Jun 27 for Prime members", "quantity": "1", "selected": false, "options": []},
  {"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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM", "quantity": "1", "selected": false, "options": []},
  {"title": "Terrasoul Superfoods Organic Camu Camu Powder, 7 Oz (2 Pack) - Raw | Vitamin C | Immune Support", "asin": "B00QMVSN1E", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": []},
  {"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", "delivery": "FREE delivery Fri, May 9 for Prime members", "quantity": "1", "selected": false, "options": [{"Size": "4 Ounce (Pack of 1)"}]},
  {"title": "Merrell Women's Moab 3 Mid Waterproof Hiking Boot, Bungee Cord, 8", "asin": "B0987X1K61", "delivery": "One-Day FREE delivery Tomorrow, May 5 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "8"}, {"Color": "Bungee Cord"}]},
  {"title": "Merrell Women's Moab 3 MID WP Hiking Boot, New Bungee Cord, 8", "asin": "B0DB2RFSGQ", "delivery": "Two-Day FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "8"}, {"Color": "Bungee Cord 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", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Size": "19 Fl Oz (Pack of 1)"}]},
  {"title": "Ivory Gentle Bar Soap Original Scent 3.17 Oz., 2 Count", "asin": "B0CPKFZ3VH", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Original Scent"}, {"Size": "3.17 Ounce (Pack of 1)"}]},
  {"title": "Portable Mini Humidifier, Colorful, Cool Mist, USB Powered. Perfect for Bedroom, Office & Car (300ml, White)", "asin": "B0C9DDCKM3", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]},
  {"title": "Colgate Cavity Protection Regular Fluoride Toothpaste, White, 6 oz", "asin": "B0195UTBKA", "delivery": "One-Day FREE delivery Tomorrow, May 5 FREE Returns", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Regular"}, {"Size": "6 Ounce (Pack of 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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Light Medium"}, {"Size": "0.91 Ounce (Pack of 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", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Size": "19 Ounce"}]},
  {"title": "Trident Tropical Twist Sugar Free Gum, 6 Pocket Packs of 28 Pieces (168 Total Pieces)", "asin": "B08DD6DH6X", "delivery": " Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Tropical Twist"}, {"Size": "28 Count (Pack of 6)"}]},
  {"title": "Juicy Mixes Nerds, Variety \u2013 Powder Drink Mix, Delicious hydration, Makes 30 Drinks", "asin": "B0BHTR3P3Q", "delivery": "Two-Day FREE delivery Tue, May 6", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Variety"}]},
  {"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", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Style": "Original Variety Pack"}]}],
  "saved_items": [{"title": "R.W.FLAME Chest Freezer 3.5 Cubic Feet with Removable Baskets*2 and Defrost Water Drain, Deep Freezer, Adjustable Temperature, Energy Saving, Top Open Door Compact Freezer (3.5 Cubic Feet, White)", "asin": "B08HCPYXCD", "options": []},
  {"title": "L'Oreal Paris Feria Multi-Faceted Shimmering Permanent Hair Color, R57 Intense Medium Auburn, Hair Dye Kit, Pack of 2", "asin": "B07D9W1QMW", "options": []},
  {"title": "Premier Protein Shake, Cookie Dough, 30g Protein 1g Sugar 24 Vitamins Minerals Nutrients to Support Immune Health, 11.5 fl oz (Pack of 12)", "asin": "B0CK9QNYZW", "options": [{"Flavor Name": "Cookie Dough"}, {"Size": "11.5 Fl Oz (Pack of 12)"}]},
  {"asin": "B0CK9QNYZW", "options": []},
  {"title": "The Ordinary Niacinamide 5% Face and Body Emulsion, Dark Spot & Skin Tone Corrector, 3.4 Fl Oz", "asin": "B0DFYFXDDP", "options": []},
  {"title": "Colgate Optic White Pro Series Whitening Toothpaste with 5% Hydrogen Peroxide, Stain Prevention, 3 oz Tube, 2 Pack", "asin": "B0BQ1X8W2H", "price": "$11.04", "options": [{"Size": "3 Ounce (Pack of 2)"}, {"Style": "Stain Prevention"}]},
  {"title": "Air Purifier for Bedroom, TDBYWAE Air Purifiers for Large Room", "asin": "B0DJGCZWWJ", "options": []},
  {"title": "MANIC PANIC Classic Electric Amethyst Semi Permanent Hair Color - Bright Purple Hair Dye for Women & Men That Lasts 4-6 Weeks - Vegan, Ammonia & Cruelty-Free - Create & Mix Custom Shades (4oz)", "asin": "B0052EWNBS", "options": []},
  {"title": "TIGI Bed Head After Party Smoothing Cream for Silky and Shiny Hair 3.38 fl oz", "asin": "B08X8MTQWF", "options": []},
  {"title": "Air Purifiers for Home Large Rooms up to 1200ft\u00b2, MOOKA H13 True HEPA Air Purifier for Bedroom Pets with Fragrance Sponge, Timer, Air Filter Cleaner for Smoke, Odor, Dander, Pollen (White)", "asin": "B0BQJCPJNV", "options": [{"Color": "White"}]},
  {"title": "Crystal Light Sugar-Free, Lemonade, Fruit Punch, Raspberry Lemonade and Wild Strawberry On-The-Go Powdered Drink Singles Mix Variety Pack, 60 Count, Each Packet Dissolves into any 16.9 oz. by TOOZOON", "asin": "B0BMZVSRV1", "options": [{"Size": "60 Count (Pack of 1)"}]}]
  <|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": "2025-05-04T15:57:53.030Z", // 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>
  