<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-02T22:18:03.475Z", "action": "input", "action_argument": "travel makeup bag tsa"}
{"timestamp": "2025-04-19T05:03:49.030Z", "action": "input", "action_argument": "ball of foot cushions women"}
{"timestamp": "2025-04-19T05:04:54.634Z", "action": "click_product", "action_argument": "B0862RD2NQ"}
{"timestamp": "2025-04-19T05:05:33.666Z", "action": "purchase", "action_argument": "B0862RD2NQ"}
{"timestamp": "2025-04-19T05:05:36.197Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T05:05:43.929Z", "action": "click", "action_argument": "other"}
<|memory_end|>

<|action_start|>
<|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.
{
  "promotion_items": [
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Dish Soap Refill, Biodegradable Formula, Honeysuckle, 48 fl. oz", "asin": "B07N29X3Y8", "price": "$11.29", "quantity": ""},
    {"title": "365 by Whole Foods Market, Organic Sweetened Condensed Milk, 14 Ounce", "asin": "B074VDQFH5", "price": "$4.99", "quantity": ""},
    {"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ", "price": "$11.86", "quantity": ""},
    {"title": "Propolis Liposomal Vitamin C by Beekeeper's Naturals, 1000mg Vitamin C, Propolis & Organic Honey, Supercharged Immune Support & Increased Bioavailibity for Max Absorption, 12 Ct", "asin": "B0BQW7H8VV", "price": "$16.18", "quantity": ""},
    {"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": "$18.50", "quantity": ""},
    {"title": "Nizoral Anti-Dandruff Shampoo with 1% Ketoconazole, Fresh Scent, 7 Fl Oz", "asin": "B00AINMFAC", "price": "", "quantity": ""},
    {"title": "Fazit Makeup Patches - Sweetheart Speckles - Face Glitter Makeup Speckles - Glow Up Makeup Patches - Face Glitter Speckles Patches - Cute Glitter Makeup Accessories For Women - 6 count", "asin": "B0DV5N7LWV", "price": "$15.99", "quantity": ""},
    {"title": "dry hand Nelson Sports Products 2-Ounce Ultimate Gripping Solution", "asin": "B01BE5SK6U", "price": "$31.99", "quantity": ""},
    {"title": "Heroine Make by KISSME Waterproof Smooth Liquid Eyeliner, Japanese Eye Makeup for Smudge-free, Super Keep 01 Jet Black", "asin": "B00RWME3MU", "price": "$14.99", "quantity": ""},
    {"title": "stila Stay All Day\u00ae Dual-Ended Waterproof Liquid Eye Liner, 0.033 fl. Oz, 1 Count (Pack of 1)", "asin": "B08SJWR93W", "price": "$32.00", "quantity": ""},
    {"title": "Overtone Color Depositing Semi-Permanent Hair Dye Conditioner - 8 oz For Natural & Color-Treated Hair, Moisturizing Shea Butter & Coconut Oil - Vegan & Cruelty-Free, Pastel Pink is now Cotton Candy", "asin": "B0BY3Q5WMH", "price": "$32.00", "quantity": ""},
    {"title": "Milani The Tank Liquid Eyeliner - No-Skip Liquid Eyeliner Pen, Waterproof Formula, Makeup Pen, Long Lasting & Smudgeproof - 130 White", "asin": "B0CKK6RKBF", "price": "", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Epic Wear Liquid Liner, Long-Lasting Waterproof Eyeliner - White", "asin": "B0856DWSVP", "price": "$8.49", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Lip Lingerie XXL Matte Liquid Lipstick - Naughty Noir (Black)", "asin": "B09XGXXGD1", "price": "$9.97", "quantity": ""},
    {"title": "MIND UP Toothbrush Micro Head for Cats Made in Japan by Nyanko Care (1)", "asin": "B00G33QGVA", "price": "$6.99", "quantity": ""},
    {"title": "Urban Decay 24/7 Longwear Eyeshadow Single, High-Pigment Eye Shadow Compact, Smooth & Blendable Colors, Crease-free, Matte Satin Shimmer & Metallic Finishes - 0.06 oz", "asin": "B092JPNP8P", "price": "$22.00", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-19T16:57:28.893Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

user
<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-02T22:18:03.475Z", "action": "input", "action_argument": "travel makeup bag tsa"}
{"timestamp": "2025-04-19T05:03:49.030Z", "action": "input", "action_argument": "ball of foot cushions women"}
{"timestamp": "2025-04-19T05:04:54.634Z", "action": "click_product", "action_argument": "B0862RD2NQ"}
{"timestamp": "2025-04-19T05:05:33.666Z", "action": "purchase", "action_argument": "B0862RD2NQ"}
{"timestamp": "2025-04-19T05:05:36.197Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T05:05:43.929Z", "action": "click", "action_argument": "other"}
<|memory_end|>

<|action_start|>
<|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.
{
  "promotion_items": [
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Dish Soap Refill, Biodegradable Formula, Honeysuckle, 48 fl. oz", "asin": "B07N29X3Y8", "price": "$11.29", "quantity": ""},
    {"title": "365 by Whole Foods Market, Organic Sweetened Condensed Milk, 14 Ounce", "asin": "B074VDQFH5", "price": "$4.99", "quantity": ""},
    {"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ", "price": "$11.86", "quantity": ""},
    {"title": "Propolis Liposomal Vitamin C by Beekeeper's Naturals, 1000mg Vitamin C, Propolis & Organic Honey, Supercharged Immune Support & Increased Bioavailibity for Max Absorption, 12 Ct", "asin": "B0BQW7H8VV", "price": "$16.18", "quantity": ""},
    {"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": "$18.50", "quantity": ""},
    {"title": "Nizoral Anti-Dandruff Shampoo with 1% Ketoconazole, Fresh Scent, 7 Fl Oz", "asin": "B00AINMFAC", "price": "", "quantity": ""},
    {"title": "Fazit Makeup Patches - Sweetheart Speckles - Face Glitter Makeup Speckles - Glow Up Makeup Patches - Face Glitter Speckles Patches - Cute Glitter Makeup Accessories For Women - 6 count", "asin": "B0DV5N7LWV", "price": "$15.99", "quantity": ""},
    {"title": "dry hand Nelson Sports Products 2-Ounce Ultimate Gripping Solution", "asin": "B01BE5SK6U", "price": "$31.99", "quantity": ""},
    {"title": "Heroine Make by KISSME Waterproof Smooth Liquid Eyeliner, Japanese Eye Makeup for Smudge-free, Super Keep 01 Jet Black", "asin": "B00RWME3MU", "price": "$14.99", "quantity": ""},
    {"title": "stila Stay All Day\u00ae Dual-Ended Waterproof Liquid Eye Liner, 0.033 fl. Oz, 1 Count (Pack of 1)", "asin": "B08SJWR93W", "price": "$32.00", "quantity": ""},
    {"title": "Overtone Color Depositing Semi-Permanent Hair Dye Conditioner - 8 oz For Natural & Color-Treated Hair, Moisturizing Shea Butter & Coconut Oil - Vegan & Cruelty-Free, Pastel Pink is now Cotton Candy", "asin": "B0BY3Q5WMH", "price": "$32.00", "quantity": ""},
    {"title": "Milani The Tank Liquid Eyeliner - No-Skip Liquid Eyeliner Pen, Waterproof Formula, Makeup Pen, Long Lasting & Smudgeproof - 130 White", "asin": "B0CKK6RKBF", "price": "", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Epic Wear Liquid Liner, Long-Lasting Waterproof Eyeliner - White", "asin": "B0856DWSVP", "price": "$8.49", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Lip Lingerie XXL Matte Liquid Lipstick - Naughty Noir (Black)", "asin": "B09XGXXGD1", "price": "$9.97", "quantity": ""},
    {"title": "MIND UP Toothbrush Micro Head for Cats Made in Japan by Nyanko Care (1)", "asin": "B00G33QGVA", "price": "$6.99", "quantity": ""},
    {"title": "Urban Decay 24/7 Longwear Eyeshadow Single, High-Pigment Eye Shadow Compact, Smooth & Blendable Colors, Crease-free, Matte Satin Shimmer & Metallic Finishes - 0.06 oz", "asin": "B092JPNP8P", "price": "$22.00", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-19T16:57:28.893Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

<answer_action>click</answer_action><answer_argument>other</answer_argument>
rule
<answer_action>click</answer_action><answer_argument>other</answer_argument>
<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-02T22:18:03.475Z", "action": "input", "action_argument": "travel makeup bag tsa"}
{"timestamp": "2025-04-19T05:03:49.030Z", "action": "input", "action_argument": "ball of foot cushions women"}
{"timestamp": "2025-04-19T05:04:54.634Z", "action": "click_product", "action_argument": "B0862RD2NQ"}
{"timestamp": "2025-04-19T05:05:33.666Z", "action": "purchase", "action_argument": "B0862RD2NQ"}
{"timestamp": "2025-04-19T05:05:36.197Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T05:05:43.929Z", "action": "click", "action_argument": "other"}
<|memory_end|>

<|action_start|>
<|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.
{
  "promotion_items": [
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Dish Soap Refill, Biodegradable Formula, Honeysuckle, 48 fl. oz", "asin": "B07N29X3Y8", "price": "$11.29", "quantity": ""},
    {"title": "365 by Whole Foods Market, Organic Sweetened Condensed Milk, 14 Ounce", "asin": "B074VDQFH5", "price": "$4.99", "quantity": ""},
    {"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ", "price": "$11.86", "quantity": ""},
    {"title": "Propolis Liposomal Vitamin C by Beekeeper's Naturals, 1000mg Vitamin C, Propolis & Organic Honey, Supercharged Immune Support & Increased Bioavailibity for Max Absorption, 12 Ct", "asin": "B0BQW7H8VV", "price": "$16.18", "quantity": ""},
    {"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": "$18.50", "quantity": ""},
    {"title": "Nizoral Anti-Dandruff Shampoo with 1% Ketoconazole, Fresh Scent, 7 Fl Oz", "asin": "B00AINMFAC", "price": "", "quantity": ""},
    {"title": "Fazit Makeup Patches - Sweetheart Speckles - Face Glitter Makeup Speckles - Glow Up Makeup Patches - Face Glitter Speckles Patches - Cute Glitter Makeup Accessories For Women - 6 count", "asin": "B0DV5N7LWV", "price": "$15.99", "quantity": ""},
    {"title": "dry hand Nelson Sports Products 2-Ounce Ultimate Gripping Solution", "asin": "B01BE5SK6U", "price": "$31.99", "quantity": ""},
    {"title": "Heroine Make by KISSME Waterproof Smooth Liquid Eyeliner, Japanese Eye Makeup for Smudge-free, Super Keep 01 Jet Black", "asin": "B00RWME3MU", "price": "$14.99", "quantity": ""},
    {"title": "stila Stay All Day\u00ae Dual-Ended Waterproof Liquid Eye Liner, 0.033 fl. Oz, 1 Count (Pack of 1)", "asin": "B08SJWR93W", "price": "$32.00", "quantity": ""},
    {"title": "Overtone Color Depositing Semi-Permanent Hair Dye Conditioner - 8 oz For Natural & Color-Treated Hair, Moisturizing Shea Butter & Coconut Oil - Vegan & Cruelty-Free, Pastel Pink is now Cotton Candy", "asin": "B0BY3Q5WMH", "price": "$32.00", "quantity": ""},
    {"title": "Milani The Tank Liquid Eyeliner - No-Skip Liquid Eyeliner Pen, Waterproof Formula, Makeup Pen, Long Lasting & Smudgeproof - 130 White", "asin": "B0CKK6RKBF", "price": "", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Epic Wear Liquid Liner, Long-Lasting Waterproof Eyeliner - White", "asin": "B0856DWSVP", "price": "$8.49", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Lip Lingerie XXL Matte Liquid Lipstick - Naughty Noir (Black)", "asin": "B09XGXXGD1", "price": "$9.97", "quantity": ""},
    {"title": "MIND UP Toothbrush Micro Head for Cats Made in Japan by Nyanko Care (1)", "asin": "B00G33QGVA", "price": "$6.99", "quantity": ""},
    {"title": "Urban Decay 24/7 Longwear Eyeshadow Single, High-Pigment Eye Shadow Compact, Smooth & Blendable Colors, Crease-free, Matte Satin Shimmer & Metallic Finishes - 0.06 oz", "asin": "B092JPNP8P", "price": "$22.00", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-19T16:57:28.893Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

test