<|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|>
<|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": "B0CKCW5JMZ"},
{"title": "Golf Ball Monkey Cheap Matte Recycled for Titleist Velocity Golf Balls Matte & for Titleist Trufeel Golfballs Good Condition Used Bright Colored Balls Matte"},
{"price": "$28.45"},
{"bullet_list": "\u26f3 Play Like a Pro with our 24 pack for Titleist golf balls colored matte in good condition. An assortment of premium used colored golf balls for Titleist Trufeel balls matte red golf balls and for Titleist golf balls Velocity orange, for Titleist Velocity golf balls green and Velocity golf balls pink. These are neither refinished golf balls nor refurbished golf balls neon colored. (Packaging may vary, but the performance won't!) \u26f3 Hit a Hole in One with multi colored balls - These good golf balls may have a few scuffs and scratches, a touch of fading, or even a logo or ink mark. But no worries, these good good golf balls matte still have plenty of games left in them and will perform like champions on the green. \u26f3 What is a Recycled Golf Balls? - A recycled matte colored golf ball is a gently washed and cleaned golf ball using eco-friendly dissolvents to restore the ball to a clean condition. Each ball has been thoroughly disinfected, hand sorted, and graded to bring you the best quality possible. So, get ready to step up your game with our matte golf balls colored men! \u26f3 YES! You Can Swing for Less! Why splurge on new ones when you can score top-rated mens golf balls color at a fraction of the cost? Golf Ball Monkey makes it easy to upgrade your game without sacrificing quality. Score big savings and big wins with our matte recycled golf balls for Titleist Velocity golf balls 2023 & for Titleist Trufeel golf balls 2023. \u26f3 Tee Off for a Better Tomorrow. Get ready to make a difference on the green by using our colorful recycled & used golf balls colored bulk. Not only will you save money for Titleist colored golf balls for men, but you'll also be doing your part in reducing waste and preserving the environment with every shot. Join the eco-friendly golf movement, today! \u26f3 Confidence on the Green! Our good-graded golf balls aaa may have a few scars, but their performance remains top-notch. Love 'em or return 'em within 30 days for a hassle-free return. Let's make sure you're satisfied with your new bag of soft golf balls matte, so don't hesitate to reach out with any concerns."}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Style": "24 Pk in Good Condition"}],
"promotion_items": [{"title": "Titleist TruFeel Custom Golf Balls | Logo Golf Balls", "asin": "B08VYSLGCL", "price": "$39.99", "quantity": ""},
{"title": "Golf Ball Planet 72 Colored Used Golf Balls in Mesh Bag 3A/2A Condition", "asin": "B0BLJ5QG4M", "price": "$54.99", "quantity": ""},
{"title": "WILSON 2024 Chaos Golf Balls - 24 Balls", "asin": "B0CQMSWN65", "price": "$24.98", "quantity": ""},
{"title": "Wilson Fifty Elite Golf Balls - 12 Pack", "asin": "B0BT239375", "price": "$16.99", "quantity": ""},
{"title": "48 Pro Line Used Golf Balls Bulk - Recycled Golf Balls Mix", "asin": "B0C32KJM92", "price": "$46.99", "quantity": ""},
{"title": "Titleist AAA 100 Pack Used Golf Balls", "asin": "B000OAYEC6", "price": "$69.90", "quantity": ""},
{"title": "Plain Color Golf Balls 1 Dozen Blank, Non-Printed", "asin": "B08F7922RX", "price": "$27.95", "quantity": ""}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-10T22:57:09.791Z", // 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>

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 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|>
<|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": "B0CKCW5JMZ"},
{"title": "Golf Ball Monkey Cheap Matte Recycled for Titleist Velocity Golf Balls Matte & for Titleist Trufeel Golfballs Good Condition Used Bright Colored Balls Matte"},
{"price": "$28.45"},
{"bullet_list": "\u26f3 Play Like a Pro with our 24 pack for Titleist golf balls colored matte in good condition. An assortment of premium used colored golf balls for Titleist Trufeel balls matte red golf balls and for Titleist golf balls Velocity orange, for Titleist Velocity golf balls green and Velocity golf balls pink. These are neither refinished golf balls nor refurbished golf balls neon colored. (Packaging may vary, but the performance won't!) \u26f3 Hit a Hole in One with multi colored balls - These good golf balls may have a few scuffs and scratches, a touch of fading, or even a logo or ink mark. But no worries, these good good golf balls matte still have plenty of games left in them and will perform like champions on the green. \u26f3 What is a Recycled Golf Balls? - A recycled matte colored golf ball is a gently washed and cleaned golf ball using eco-friendly dissolvents to restore the ball to a clean condition. Each ball has been thoroughly disinfected, hand sorted, and graded to bring you the best quality possible. So, get ready to step up your game with our matte golf balls colored men! \u26f3 YES! You Can Swing for Less! Why splurge on new ones when you can score top-rated mens golf balls color at a fraction of the cost? Golf Ball Monkey makes it easy to upgrade your game without sacrificing quality. Score big savings and big wins with our matte recycled golf balls for Titleist Velocity golf balls 2023 & for Titleist Trufeel golf balls 2023. \u26f3 Tee Off for a Better Tomorrow. Get ready to make a difference on the green by using our colorful recycled & used golf balls colored bulk. Not only will you save money for Titleist colored golf balls for men, but you'll also be doing your part in reducing waste and preserving the environment with every shot. Join the eco-friendly golf movement, today! \u26f3 Confidence on the Green! Our good-graded golf balls aaa may have a few scars, but their performance remains top-notch. Love 'em or return 'em within 30 days for a hassle-free return. Let's make sure you're satisfied with your new bag of soft golf balls matte, so don't hesitate to reach out with any concerns."}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Style": "24 Pk in Good Condition"}],
"promotion_items": [{"title": "Titleist TruFeel Custom Golf Balls | Logo Golf Balls", "asin": "B08VYSLGCL", "price": "$39.99", "quantity": ""},
{"title": "Golf Ball Planet 72 Colored Used Golf Balls in Mesh Bag 3A/2A Condition", "asin": "B0BLJ5QG4M", "price": "$54.99", "quantity": ""},
{"title": "WILSON 2024 Chaos Golf Balls - 24 Balls", "asin": "B0CQMSWN65", "price": "$24.98", "quantity": ""},
{"title": "Wilson Fifty Elite Golf Balls - 12 Pack", "asin": "B0BT239375", "price": "$16.99", "quantity": ""},
{"title": "48 Pro Line Used Golf Balls Bulk - Recycled Golf Balls Mix", "asin": "B0C32KJM92", "price": "$46.99", "quantity": ""},
{"title": "Titleist AAA 100 Pack Used Golf Balls", "asin": "B000OAYEC6", "price": "$69.90", "quantity": ""},
{"title": "Plain Color Golf Balls 1 Dozen Blank, Non-Printed", "asin": "B08F7922RX", "price": "$27.95", "quantity": ""}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-10T22:57:09.791Z", // 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>

<|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|>
<|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": "B0CKCW5JMZ"},
{"title": "Golf Ball Monkey Cheap Matte Recycled for Titleist Velocity Golf Balls Matte & for Titleist Trufeel Golfballs Good Condition Used Bright Colored Balls Matte"},
{"price": "$28.45"},
{"bullet_list": "\u26f3 Play Like a Pro with our 24 pack for Titleist golf balls colored matte in good condition. An assortment of premium used colored golf balls for Titleist Trufeel balls matte red golf balls and for Titleist golf balls Velocity orange, for Titleist Velocity golf balls green and Velocity golf balls pink. These are neither refinished golf balls nor refurbished golf balls neon colored. (Packaging may vary, but the performance won't!) \u26f3 Hit a Hole in One with multi colored balls - These good golf balls may have a few scuffs and scratches, a touch of fading, or even a logo or ink mark. But no worries, these good good golf balls matte still have plenty of games left in them and will perform like champions on the green. \u26f3 What is a Recycled Golf Balls? - A recycled matte colored golf ball is a gently washed and cleaned golf ball using eco-friendly dissolvents to restore the ball to a clean condition. Each ball has been thoroughly disinfected, hand sorted, and graded to bring you the best quality possible. So, get ready to step up your game with our matte golf balls colored men! \u26f3 YES! You Can Swing for Less! Why splurge on new ones when you can score top-rated mens golf balls color at a fraction of the cost? Golf Ball Monkey makes it easy to upgrade your game without sacrificing quality. Score big savings and big wins with our matte recycled golf balls for Titleist Velocity golf balls 2023 & for Titleist Trufeel golf balls 2023. \u26f3 Tee Off for a Better Tomorrow. Get ready to make a difference on the green by using our colorful recycled & used golf balls colored bulk. Not only will you save money for Titleist colored golf balls for men, but you'll also be doing your part in reducing waste and preserving the environment with every shot. Join the eco-friendly golf movement, today! \u26f3 Confidence on the Green! Our good-graded golf balls aaa may have a few scars, but their performance remains top-notch. Love 'em or return 'em within 30 days for a hassle-free return. Let's make sure you're satisfied with your new bag of soft golf balls matte, so don't hesitate to reach out with any concerns."}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Style": "24 Pk in Good Condition"}],
"promotion_items": [{"title": "Titleist TruFeel Custom Golf Balls | Logo Golf Balls", "asin": "B08VYSLGCL", "price": "$39.99", "quantity": ""},
{"title": "Golf Ball Planet 72 Colored Used Golf Balls in Mesh Bag 3A/2A Condition", "asin": "B0BLJ5QG4M", "price": "$54.99", "quantity": ""},
{"title": "WILSON 2024 Chaos Golf Balls - 24 Balls", "asin": "B0CQMSWN65", "price": "$24.98", "quantity": ""},
{"title": "Wilson Fifty Elite Golf Balls - 12 Pack", "asin": "B0BT239375", "price": "$16.99", "quantity": ""},
{"title": "48 Pro Line Used Golf Balls Bulk - Recycled Golf Balls Mix", "asin": "B0C32KJM92", "price": "$46.99", "quantity": ""},
{"title": "Titleist AAA 100 Pack Used Golf Balls", "asin": "B000OAYEC6", "price": "$69.90", "quantity": ""},
{"title": "Plain Color Golf Balls 1 Dozen Blank, Non-Printed", "asin": "B08F7922RX", "price": "$27.95", "quantity": ""}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-10T22:57:09.791Z", // 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>
