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"}
  <|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": ""}],
  "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": "Kristin Ess Hair Signature Salon Sulfate Free Shampoo and Conditioner Set for Moisture, Frizz + Shine - Color Safe, Vegan, Paraben Free - Clarifying, Hydrating Damage Repair for Women - Pear Fragrance", "asin": "B0B9T85DHH", "price": "$22.97", "quantity": ""},
  {"title": "Just For Men Control GX Grey Reducing 2-in-1 Shampoo and Conditioner, Gradual Hair Color with Keratin for Stronger Thicker and Healthier Looking Hair, 4 Fl Oz - Pack of 1 (Packaging May Vary)", "asin": "B0829LV2SZ", "price": "$10.97", "quantity": ""},
  {"title": "CeraVe 2 In 1 Hydrating Anti Dandruff Shampoo And Conditioner, 1% Pyrithione Zinc Dandruff Treatment, Color Safe & Sulfate Free Shampoo And Conditioner, Helps Eliminate Dandruff & Relieve Itchy Scalp", "asin": "B0DV44KXW4", "price": "$9.97", "quantity": ""},
  {"title": "Pantene Infinite Lengths Shampoo, Sulfate Free with Biotin + Collagen, Strengthens Brittle Hair, Up to 90% Less Breakage, Safe for Color Treated Hair, Pro-V Miracles, Floral Scent, 30 Fl Oz", "asin": "B0CYNPWWZ2", "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": "CeraVe Hydrating Anti Dandruff Shampoo and Conditioner Set, Pyrithione Zinc Dandruff Treatment With Ceramides, Hyaluronic Acid & Niacinamide, Helps Elimanate Flakes & Reduce Itchy Scalp", "asin": "B0DZQLPPMW", "price": "$19.94", "quantity": ""},
  {"title": "SEEN Shampoo & Deeper Conditioner Bundle - Scented, Non-Comedogenic & Sulfate-Free Hair Care - Dermatologist-Developed, Safe for Sensitive & Acne-Prone Skin", "asin": "B0DWBJ9JDP", "price": "$58.00", "quantity": ""},
  {"title": "Living proof Full Shampoo & Conditioner Duo, Volume & Moisturizing for Thin Hair, Paraben & Silicone Free, Safe for Color Treated Hair", "asin": "B0DYG2F6KQ", "price": "$68.00", "quantity": ""},
  {"title": "KEVIN.MURPHY SMOOTH.AGAIN WASH - Frizz Control Shampoo - For Thick, Coarse & Unruly...", "asin": "B01N20YO8W", "price": "$86.00", "quantity": ""},
  {"title": "CeraVe 2 In 1 Hydrating Anti Dandruff Shampoo And Conditioner, 1% Pyrithione Zinc Dandruff Treatment, Color Safe & Sulfate Free Shampoo And Conditioner, Helps Eliminate Dandruff & Relieve Itchy Scalp", "asin": "B0DV44KXW4", "price": "$9.97", "quantity": ""},
  {"title": "Kristin Ess Hair Signature Salon Sulfate Free Shampoo and Conditioner Set for Moisture, Frizz + Shine - Color Safe, Vegan, Paraben Free - Clarifying, Hydrating Damage Repair for Women - Pear Fragrance", "asin": "B0B9T85DHH", "price": "$22.97", "quantity": ""},
  {"title": "Just For Men Control GX Grey Reducing 2-in-1 Shampoo and Conditioner, Gradual Hair Color with Keratin for Stronger Thicker and Healthier Looking Hair, 4 Fl Oz - Pack of 1 (Packaging May Vary)", "asin": "B0829LV2SZ", "price": "$10.97", "quantity": ""},
  {"title": "SheaMoisture Bond Repair Shampoo, Conditioner, Leave-In, & Oil Alma Oil 4 Pk to Strengthen Hair with Restorative HydroPlex Infusion", "asin": "B0CT5QCTW3", "price": "$46.05", "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": "2025-05-04T15:54:14.692Z", // 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"}
  <|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": ""}],
  "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": "Kristin Ess Hair Signature Salon Sulfate Free Shampoo and Conditioner Set for Moisture, Frizz + Shine - Color Safe, Vegan, Paraben Free - Clarifying, Hydrating Damage Repair for Women - Pear Fragrance", "asin": "B0B9T85DHH", "price": "$22.97", "quantity": ""},
  {"title": "Just For Men Control GX Grey Reducing 2-in-1 Shampoo and Conditioner, Gradual Hair Color with Keratin for Stronger Thicker and Healthier Looking Hair, 4 Fl Oz - Pack of 1 (Packaging May Vary)", "asin": "B0829LV2SZ", "price": "$10.97", "quantity": ""},
  {"title": "CeraVe 2 In 1 Hydrating Anti Dandruff Shampoo And Conditioner, 1% Pyrithione Zinc Dandruff Treatment, Color Safe & Sulfate Free Shampoo And Conditioner, Helps Eliminate Dandruff & Relieve Itchy Scalp", "asin": "B0DV44KXW4", "price": "$9.97", "quantity": ""},
  {"title": "Pantene Infinite Lengths Shampoo, Sulfate Free with Biotin + Collagen, Strengthens Brittle Hair, Up to 90% Less Breakage, Safe for Color Treated Hair, Pro-V Miracles, Floral Scent, 30 Fl Oz", "asin": "B0CYNPWWZ2", "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": "CeraVe Hydrating Anti Dandruff Shampoo and Conditioner Set, Pyrithione Zinc Dandruff Treatment With Ceramides, Hyaluronic Acid & Niacinamide, Helps Elimanate Flakes & Reduce Itchy Scalp", "asin": "B0DZQLPPMW", "price": "$19.94", "quantity": ""},
  {"title": "SEEN Shampoo & Deeper Conditioner Bundle - Scented, Non-Comedogenic & Sulfate-Free Hair Care - Dermatologist-Developed, Safe for Sensitive & Acne-Prone Skin", "asin": "B0DWBJ9JDP", "price": "$58.00", "quantity": ""},
  {"title": "Living proof Full Shampoo & Conditioner Duo, Volume & Moisturizing for Thin Hair, Paraben & Silicone Free, Safe for Color Treated Hair", "asin": "B0DYG2F6KQ", "price": "$68.00", "quantity": ""},
  {"title": "KEVIN.MURPHY SMOOTH.AGAIN WASH - Frizz Control Shampoo - For Thick, Coarse & Unruly...", "asin": "B01N20YO8W", "price": "$86.00", "quantity": ""},
  {"title": "CeraVe 2 In 1 Hydrating Anti Dandruff Shampoo And Conditioner, 1% Pyrithione Zinc Dandruff Treatment, Color Safe & Sulfate Free Shampoo And Conditioner, Helps Eliminate Dandruff & Relieve Itchy Scalp", "asin": "B0DV44KXW4", "price": "$9.97", "quantity": ""},
  {"title": "Kristin Ess Hair Signature Salon Sulfate Free Shampoo and Conditioner Set for Moisture, Frizz + Shine - Color Safe, Vegan, Paraben Free - Clarifying, Hydrating Damage Repair for Women - Pear Fragrance", "asin": "B0B9T85DHH", "price": "$22.97", "quantity": ""},
  {"title": "Just For Men Control GX Grey Reducing 2-in-1 Shampoo and Conditioner, Gradual Hair Color with Keratin for Stronger Thicker and Healthier Looking Hair, 4 Fl Oz - Pack of 1 (Packaging May Vary)", "asin": "B0829LV2SZ", "price": "$10.97", "quantity": ""},
  {"title": "SheaMoisture Bond Repair Shampoo, Conditioner, Leave-In, & Oil Alma Oil 4 Pk to Strengthen Hair with Restorative HydroPlex Infusion", "asin": "B0CT5QCTW3", "price": "$46.05", "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": "2025-05-04T15:54:14.692Z", // 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"}
  <|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": ""}],
  "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": "Kristin Ess Hair Signature Salon Sulfate Free Shampoo and Conditioner Set for Moisture, Frizz + Shine - Color Safe, Vegan, Paraben Free - Clarifying, Hydrating Damage Repair for Women - Pear Fragrance", "asin": "B0B9T85DHH", "price": "$22.97", "quantity": ""},
  {"title": "Just For Men Control GX Grey Reducing 2-in-1 Shampoo and Conditioner, Gradual Hair Color with Keratin for Stronger Thicker and Healthier Looking Hair, 4 Fl Oz - Pack of 1 (Packaging May Vary)", "asin": "B0829LV2SZ", "price": "$10.97", "quantity": ""},
  {"title": "CeraVe 2 In 1 Hydrating Anti Dandruff Shampoo And Conditioner, 1% Pyrithione Zinc Dandruff Treatment, Color Safe & Sulfate Free Shampoo And Conditioner, Helps Eliminate Dandruff & Relieve Itchy Scalp", "asin": "B0DV44KXW4", "price": "$9.97", "quantity": ""},
  {"title": "Pantene Infinite Lengths Shampoo, Sulfate Free with Biotin + Collagen, Strengthens Brittle Hair, Up to 90% Less Breakage, Safe for Color Treated Hair, Pro-V Miracles, Floral Scent, 30 Fl Oz", "asin": "B0CYNPWWZ2", "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": "CeraVe Hydrating Anti Dandruff Shampoo and Conditioner Set, Pyrithione Zinc Dandruff Treatment With Ceramides, Hyaluronic Acid & Niacinamide, Helps Elimanate Flakes & Reduce Itchy Scalp", "asin": "B0DZQLPPMW", "price": "$19.94", "quantity": ""},
  {"title": "SEEN Shampoo & Deeper Conditioner Bundle - Scented, Non-Comedogenic & Sulfate-Free Hair Care - Dermatologist-Developed, Safe for Sensitive & Acne-Prone Skin", "asin": "B0DWBJ9JDP", "price": "$58.00", "quantity": ""},
  {"title": "Living proof Full Shampoo & Conditioner Duo, Volume & Moisturizing for Thin Hair, Paraben & Silicone Free, Safe for Color Treated Hair", "asin": "B0DYG2F6KQ", "price": "$68.00", "quantity": ""},
  {"title": "KEVIN.MURPHY SMOOTH.AGAIN WASH - Frizz Control Shampoo - For Thick, Coarse & Unruly...", "asin": "B01N20YO8W", "price": "$86.00", "quantity": ""},
  {"title": "CeraVe 2 In 1 Hydrating Anti Dandruff Shampoo And Conditioner, 1% Pyrithione Zinc Dandruff Treatment, Color Safe & Sulfate Free Shampoo And Conditioner, Helps Eliminate Dandruff & Relieve Itchy Scalp", "asin": "B0DV44KXW4", "price": "$9.97", "quantity": ""},
  {"title": "Kristin Ess Hair Signature Salon Sulfate Free Shampoo and Conditioner Set for Moisture, Frizz + Shine - Color Safe, Vegan, Paraben Free - Clarifying, Hydrating Damage Repair for Women - Pear Fragrance", "asin": "B0B9T85DHH", "price": "$22.97", "quantity": ""},
  {"title": "Just For Men Control GX Grey Reducing 2-in-1 Shampoo and Conditioner, Gradual Hair Color with Keratin for Stronger Thicker and Healthier Looking Hair, 4 Fl Oz - Pack of 1 (Packaging May Vary)", "asin": "B0829LV2SZ", "price": "$10.97", "quantity": ""},
  {"title": "SheaMoisture Bond Repair Shampoo, Conditioner, Leave-In, & Oil Alma Oil 4 Pk to Strengthen Hair with Restorative HydroPlex Infusion", "asin": "B0CT5QCTW3", "price": "$46.05", "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": "2025-05-04T15:54:14.692Z", // 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>
  