<|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": ""}],
"cart_items": [{"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "quantity": "1"},
{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "quantity": "1"},
{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}],
"promotion_items": [{"title": "GSKY Hair Clippers for Men Professional, Beard Trimmer Kits & Sets, Cordless Mens Hair Trimmer, Electric Shavers, Haircutting Machine with LED Display, for Barber", "asin": "", "price": "$87.99", "quantity": ""},
{"title": "Wahl Premium Hair Clipper Blade Lubricating Oil for Clippers, Trimmers, & Blade Corrosion for Rust Prevention \u2013 4 Fluid Ounces \u2013 Model 3310-300A", "asin": "", "price": "$5.97", "quantity": ""},
{"title": "LQT Hair Clippers Set for Men, Hair Clipper Trimmer with LED Display, Professional Cordless Hair Clipper Shaver Beard Trimmer, Hair Cutting Machine for Men, Holiday Gift for Him Father's Day Gift", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Jack & Rose Clippers and Trimmers Set, Cordless Hair Clippers for Men, Barber Clippers Set", "asin": "", "price": "$36.99", "quantity": ""},
{"title": "NICEMOVIC 3 IN 1 Barber Neck Duster Brush Set, Professional Barber Accessories Cleaning Supplies, Duster Nylon Brush Hair Cutting Styling Brush Tool (Brown&Black)", "asin": "", "price": "$8.99", "quantity": ""},
{"title": "TPOB Slime 2 Black Clipper Trimmer Shaver Set Barber Hair Clippers for Men 6800 RPM with Rubber Case", "asin": "", "price": "", "quantity": ""},
{"title": "Vgrpro Hair Clippers for Men Professional, Cordless Hair Clippers for Hair Cutting, Mens Clippers and Trimmers Set, Electric Hair Trimmer for Men with Package Box", "asin": "", "price": "", "quantity": ""},
{"title": "NICEMOVIC 5 Rolls Disposable Barber Paper Neck Strips Barber Accessories, Professional Barber Supplies Stretchy Paper Neck Strips for Salon Haircut Styling-Black", "asin": "", "price": "", "quantity": ""},
{"title": "Novah Professional Hair Clippers for Men, Professional Barber Clippers and Trimmer Set, Mens Cordless Clippers, Fade Haircut Kit, Electric Hair Cut Machines", "asin": "", "price": "", "quantity": ""},
{"title": "Ufree Hair Clippers for Men, Professional Clippers and Trimmers Set, Cordless Clippers for Hair Cutting, Beard Trimmer, Barber Clippers, Rechargeable Electric Shaver, Gifts for Men", "asin": "", "price": "", "quantity": ""},
{"title": "Straight Razors For Men 100 GTEX Barber Razor Blades - 2 Professional Straight Razor Single Blade Razors for Men Navajas Para Barbero Straight Edge Razor Barber Beard Razor Shavette Shaving Razor Kit", "asin": "", "price": "", "quantity": ""},
{"title": "Utopia Care Professional Straight Razor for Men, Barber Straight Edge Razor Safety with 100 Pack Blades, Black", "asin": "", "price": "", "quantity": ""},
{"title": "KEMEI Professional Hair Clipper, Hair Trimmer, Beard Shaver Set for Men, Electric Cordless Barber Clipper Beard Trimmer, Rechargeable Fade Clipper Haircutting Kit, KM-2299, KM-2296, KM-1102", "asin": "", "price": "", "quantity": ""},
{"title": "BabylissPRO Barberology Apron - Black", "asin": "", "price": "", "quantity": ""},
{"title": "Kleravitex Hair Curler Roller Set/Set of 96 Stackable Rollers / 8 Size Rollers From Extra Small to Extra Large / 12 Rollers per Size - Hairdressing Curlers for Women - Curling Styling Tool", "asin": "", "price": "$29.95", "quantity": ""},
{"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Rollers Hair Curlers Set - 36 Pieces with 4 Sizes (6 Jumbo, 6 Large, 6 Medium & 6 Small Curlers), 12 Hair Clips for Long, Thick Hair, Pink", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "MixS Live Hair Rollers,48 Pcs Set Hair Curler,4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Curlers,With 22 Pcs Hair Clips and Storage Bag for Long Hair Medium Short Hair Volume Hair Curlers", "asin": "", "price": "$10.86", "quantity": ""},
{"title": "56 Pcs Hair Rollers Set for Blowout Look, 30Pcs Rollers with 5 Sizes & 24 Pcs Clips in Storage Bag for Long, Medium & Short Hair Volume", "asin": "", "price": "$11.99", "quantity": ""},
{"title": "Sungenol 18-Piece Hair Roller Set - Heatless Self-Grip Curlers in 3 Sizes, Hair Clips, Comb for DIY Hairstyles and Salon-Style Curls", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "my novel things Hair Rollers Large Small 50PCS Set, 36PC Large Medium Small Hair Rollers for Volume Curlers with 12PC Clips 1 Tail Comb and 1 Folding Brush Comb for Short Medium Blowout Look Long Hair", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "Hair Rollers Curlers Set", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Kitsch Ceramic Thermal Hair Rollers for Long Hair", "asin": "", "price": "$13.97", "quantity": ""},
{"title": "12Pcs Big Self-Grip Hair Rollers with Stainless Steel Clips for Long, Medium & Thick Hair Volume", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Krtresiar 33PCS Hair Curlers Rollers Self Grip Hair Curlers No Heat for Long Medium Short Hair Bangs Volume", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Jumbo Hair Curlers Rollers, 24Pcs Set with 12 Hair Curlers Self Grip Holding Rollers and 12 Stainless Steel Duckbill Clips for Long Thick Medium Hair Bangs Volume", "asin": "", "price": "$13.80", "quantity": ""},
{"title": "Qinzave 65 PCS Hair Curler Rollers with 5 Sizes Self Grip Hair Rollers for Long Medium Short Thick Fine Thin Hair Bangs Volume Hair, Jumbo Hair Curlers Rollers with Storage Bag Teasing Brush", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "24 Packs Duck Bill Clips, Bantoye 3.5 Inches Rustproof Metal Alligator Curl Clips with Holes for Hair Styling, Hair Coloring, Silver", "asin": "", "price": "$5.48", "quantity": ""},
{"title": "YANIBEST Silk Bonnet for Sleeping Women Satin Bonnet Double Layer Satin Lined Hair Bonnet with Tie Band Curly Hair", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Kitsch Instant Volumizing Hair Clips for Women - Roller Clips for Volume, Curls & Root Lift for All Hair Types, Volumizing Hair Root Clips for Effortless Curl That Last, Easy to Use - 2pcs Terracotta", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "Wavytalk Thermal Brush, Blowout Boost 1.5 inch Heated Round Brush for Blowout Look, Dual Voltage, Pink, Sakura, Tourmaline Ceramic, Negative Ion Technology, 5 Temperature Settings, Less Damage", "asin": "", "price": "$46.99", "quantity": ""},
{"title": "COLOR WOW Xtra Large Bombshell Volumizer \u2013 New Alcohol-Free Technology for Lasting Volume and Thickness", "asin": "", "price": "$26.00", "quantity": ""},
{"title": "Diane Extra Large Cotton Triangle Hair Net for Salons, Home Styling, Curl Setting, Securing Hair in Place, and Protecting Hair While Drying or Sleeping", "asin": "", "price": "$5.00", "quantity": ""},
{"title": "COLOR WOW Dream Coat Supernatural Spray \u2013 Keep Your Hair Frizz-Free and Shiny No Matter the Weather with Award-Winning Anti-Humidity Treatment", "asin": "", "price": "$12.00", "quantity": ""},
{"title": "Gingbiss 24 Pcs Duck Billed Hair Clips for Styling Sectioning, 3.5 inch Metal Alligator Hair Clips for Women, Pin Curl Clips for Hair Roller,Salon,Bows DIY, Silver", "asin": "", "price": "$3.99", "quantity": ""},
{"title": "REVLON Silicone Bristle Heated Hair Styling Brush | Fast, Long Lasting Volume for Easy Styling | 1\" Barrel for Full Body and Smooth Styles (Black/Pink)", "asin": "", "price": "$23.99", "quantity": ""},
{"title": "FIXBODY Hair Brush, Round Brush for Blow Drying, Curling, Styling, Nano Thermal Ceramic & Ionic Tech, Boar Bristle, 3.3 inch, 2 inch Barrel, for Women, Volume & Shine, Brown, Hair Brush for Thick Hair", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "YOSHUYUKI Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "amika brooklyn bombshell Blowout Volume Spray, 2 Fl oz (Pack of 1)", "asin": "", "price": "$14.00", "quantity": ""},
{"title": "CHI 44 Iron Guard Thermal Protection Spray, Nourishing Formula Helps Resist Heat Damage to Hair & Tame Frizz, 2 Oz", "asin": "", "price": "$4.97", "quantity": ""},
{"title": "Large Round Brushing Brush - Ceramic Ionic Hair Brush for Precise and Elegant Salon - Professional Brushing Brush for Women and Men - 53 mm", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Remington Pro Hair Setter Hot Rollers, Curlers With Thermaluxe Advanced Thermal Technology", "asin": "", "price": "$38.80", "quantity": ""},
{"title": "Kitsch Satin Heatless Curling Rod - Jumbo Flexi Rod, Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair, 4pcs - Rosewood", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Ufree 5 in 1 Curling Iron with Interchangeable Ceramic Barrels (0.35\"-1.25\"), Curling Wand Set with Flat Iron Hair Straightener, Instant Heat Up, Dual Voltage Hair Curler, Gifts for Women", "asin": "", "price": "$36.99", "quantity": ""},
{"title": "NYX PROFESSIONAL MAKEUP The Face Glue Gripping Primer, Hydrating Makeup Primer with Up To 24HR Wear, Vegan & Cruelty Free", "asin": "", "price": "$8.97", "quantity": ""},
{"title": "8Pcs No Bend No Crease Hair Clips- Styling Duck Bill Clips Alligator Hair Barrettes for Styling Sectioning, Small Gifts for Women Girl Salon Hairstyle Hairdressing Bangs Waves, Gradient Pink", "asin": "", "price": "$6.99", "quantity": ""},
{"title": "REVLON One-Step Volumizer Plus Hair Dryer and Styler, Enhanced Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)", "asin": "", "price": "$34.87", "quantity": ""},
{"title": "e.l.f. Power Grip Dewy Setting Spray, Ultra Fine Mist Made With Hyaluronic Acid, Grips Makeup For A Hydrated, Dewy Finish, Vegan & Cruelty-Free", "asin": "", "price": "$9.94", "quantity": ""},
{"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "", "price": "$8.74", "quantity": ""},
{"title": "Wavytalk Thermal Brush, 1 1/2 inch Heated Round Brush with Detachable Head, Velvet Pouch and Dual Voltage for Travel, Easy to Create Blowout Look, Rose Gold", "asin": "", "price": "$29.99", "quantity": ""},
{"title": "Rena Chris Gua Sha Facial Tools, Stainless Steel Guasha Tool for Acupuncture, Manual Massage Sticks for Jawline Sculpting and Puffiness Reducing, Gua Sha Facial Massage Tool, Skin-Care Gift", "asin": "", "price": "$5.91", "quantity": ""},
{"title": "Digital Camera, FHD 1080P Camera, Digital Point and Shoot Camera with 16X Zoom Anti Shake, Compact Small Camera for Boys Girls Kids", "asin": "", "price": "$39.99", "quantity": ""},
{"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "", "price": "$15.99", "quantity": ""},
{"title": "Yanibest Heatless Curls Overnight, Soft Heatless Hair Curler to Sleep in, No Heat Ribbon Wrap, Heatless Curling Set for Long Short Hair with Hair Scrunchies and Clip", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "", "price": "$16.54", "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": "2025-04-11T21:19:41.753Z", // 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": ""}],
"cart_items": [{"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "quantity": "1"},
{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "quantity": "1"},
{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}],
"promotion_items": [{"title": "GSKY Hair Clippers for Men Professional, Beard Trimmer Kits & Sets, Cordless Mens Hair Trimmer, Electric Shavers, Haircutting Machine with LED Display, for Barber", "asin": "", "price": "$87.99", "quantity": ""},
{"title": "Wahl Premium Hair Clipper Blade Lubricating Oil for Clippers, Trimmers, & Blade Corrosion for Rust Prevention \u2013 4 Fluid Ounces \u2013 Model 3310-300A", "asin": "", "price": "$5.97", "quantity": ""},
{"title": "LQT Hair Clippers Set for Men, Hair Clipper Trimmer with LED Display, Professional Cordless Hair Clipper Shaver Beard Trimmer, Hair Cutting Machine for Men, Holiday Gift for Him Father's Day Gift", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Jack & Rose Clippers and Trimmers Set, Cordless Hair Clippers for Men, Barber Clippers Set", "asin": "", "price": "$36.99", "quantity": ""},
{"title": "NICEMOVIC 3 IN 1 Barber Neck Duster Brush Set, Professional Barber Accessories Cleaning Supplies, Duster Nylon Brush Hair Cutting Styling Brush Tool (Brown&Black)", "asin": "", "price": "$8.99", "quantity": ""},
{"title": "TPOB Slime 2 Black Clipper Trimmer Shaver Set Barber Hair Clippers for Men 6800 RPM with Rubber Case", "asin": "", "price": "", "quantity": ""},
{"title": "Vgrpro Hair Clippers for Men Professional, Cordless Hair Clippers for Hair Cutting, Mens Clippers and Trimmers Set, Electric Hair Trimmer for Men with Package Box", "asin": "", "price": "", "quantity": ""},
{"title": "NICEMOVIC 5 Rolls Disposable Barber Paper Neck Strips Barber Accessories, Professional Barber Supplies Stretchy Paper Neck Strips for Salon Haircut Styling-Black", "asin": "", "price": "", "quantity": ""},
{"title": "Novah Professional Hair Clippers for Men, Professional Barber Clippers and Trimmer Set, Mens Cordless Clippers, Fade Haircut Kit, Electric Hair Cut Machines", "asin": "", "price": "", "quantity": ""},
{"title": "Ufree Hair Clippers for Men, Professional Clippers and Trimmers Set, Cordless Clippers for Hair Cutting, Beard Trimmer, Barber Clippers, Rechargeable Electric Shaver, Gifts for Men", "asin": "", "price": "", "quantity": ""},
{"title": "Straight Razors For Men 100 GTEX Barber Razor Blades - 2 Professional Straight Razor Single Blade Razors for Men Navajas Para Barbero Straight Edge Razor Barber Beard Razor Shavette Shaving Razor Kit", "asin": "", "price": "", "quantity": ""},
{"title": "Utopia Care Professional Straight Razor for Men, Barber Straight Edge Razor Safety with 100 Pack Blades, Black", "asin": "", "price": "", "quantity": ""},
{"title": "KEMEI Professional Hair Clipper, Hair Trimmer, Beard Shaver Set for Men, Electric Cordless Barber Clipper Beard Trimmer, Rechargeable Fade Clipper Haircutting Kit, KM-2299, KM-2296, KM-1102", "asin": "", "price": "", "quantity": ""},
{"title": "BabylissPRO Barberology Apron - Black", "asin": "", "price": "", "quantity": ""},
{"title": "Kleravitex Hair Curler Roller Set/Set of 96 Stackable Rollers / 8 Size Rollers From Extra Small to Extra Large / 12 Rollers per Size - Hairdressing Curlers for Women - Curling Styling Tool", "asin": "", "price": "$29.95", "quantity": ""},
{"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Rollers Hair Curlers Set - 36 Pieces with 4 Sizes (6 Jumbo, 6 Large, 6 Medium & 6 Small Curlers), 12 Hair Clips for Long, Thick Hair, Pink", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "MixS Live Hair Rollers,48 Pcs Set Hair Curler,4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Curlers,With 22 Pcs Hair Clips and Storage Bag for Long Hair Medium Short Hair Volume Hair Curlers", "asin": "", "price": "$10.86", "quantity": ""},
{"title": "56 Pcs Hair Rollers Set for Blowout Look, 30Pcs Rollers with 5 Sizes & 24 Pcs Clips in Storage Bag for Long, Medium & Short Hair Volume", "asin": "", "price": "$11.99", "quantity": ""},
{"title": "Sungenol 18-Piece Hair Roller Set - Heatless Self-Grip Curlers in 3 Sizes, Hair Clips, Comb for DIY Hairstyles and Salon-Style Curls", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "my novel things Hair Rollers Large Small 50PCS Set, 36PC Large Medium Small Hair Rollers for Volume Curlers with 12PC Clips 1 Tail Comb and 1 Folding Brush Comb for Short Medium Blowout Look Long Hair", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "Hair Rollers Curlers Set", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Kitsch Ceramic Thermal Hair Rollers for Long Hair", "asin": "", "price": "$13.97", "quantity": ""},
{"title": "12Pcs Big Self-Grip Hair Rollers with Stainless Steel Clips for Long, Medium & Thick Hair Volume", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Krtresiar 33PCS Hair Curlers Rollers Self Grip Hair Curlers No Heat for Long Medium Short Hair Bangs Volume", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Jumbo Hair Curlers Rollers, 24Pcs Set with 12 Hair Curlers Self Grip Holding Rollers and 12 Stainless Steel Duckbill Clips for Long Thick Medium Hair Bangs Volume", "asin": "", "price": "$13.80", "quantity": ""},
{"title": "Qinzave 65 PCS Hair Curler Rollers with 5 Sizes Self Grip Hair Rollers for Long Medium Short Thick Fine Thin Hair Bangs Volume Hair, Jumbo Hair Curlers Rollers with Storage Bag Teasing Brush", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "24 Packs Duck Bill Clips, Bantoye 3.5 Inches Rustproof Metal Alligator Curl Clips with Holes for Hair Styling, Hair Coloring, Silver", "asin": "", "price": "$5.48", "quantity": ""},
{"title": "YANIBEST Silk Bonnet for Sleeping Women Satin Bonnet Double Layer Satin Lined Hair Bonnet with Tie Band Curly Hair", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Kitsch Instant Volumizing Hair Clips for Women - Roller Clips for Volume, Curls & Root Lift for All Hair Types, Volumizing Hair Root Clips for Effortless Curl That Last, Easy to Use - 2pcs Terracotta", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "Wavytalk Thermal Brush, Blowout Boost 1.5 inch Heated Round Brush for Blowout Look, Dual Voltage, Pink, Sakura, Tourmaline Ceramic, Negative Ion Technology, 5 Temperature Settings, Less Damage", "asin": "", "price": "$46.99", "quantity": ""},
{"title": "COLOR WOW Xtra Large Bombshell Volumizer \u2013 New Alcohol-Free Technology for Lasting Volume and Thickness", "asin": "", "price": "$26.00", "quantity": ""},
{"title": "Diane Extra Large Cotton Triangle Hair Net for Salons, Home Styling, Curl Setting, Securing Hair in Place, and Protecting Hair While Drying or Sleeping", "asin": "", "price": "$5.00", "quantity": ""},
{"title": "COLOR WOW Dream Coat Supernatural Spray \u2013 Keep Your Hair Frizz-Free and Shiny No Matter the Weather with Award-Winning Anti-Humidity Treatment", "asin": "", "price": "$12.00", "quantity": ""},
{"title": "Gingbiss 24 Pcs Duck Billed Hair Clips for Styling Sectioning, 3.5 inch Metal Alligator Hair Clips for Women, Pin Curl Clips for Hair Roller,Salon,Bows DIY, Silver", "asin": "", "price": "$3.99", "quantity": ""},
{"title": "REVLON Silicone Bristle Heated Hair Styling Brush | Fast, Long Lasting Volume for Easy Styling | 1\" Barrel for Full Body and Smooth Styles (Black/Pink)", "asin": "", "price": "$23.99", "quantity": ""},
{"title": "FIXBODY Hair Brush, Round Brush for Blow Drying, Curling, Styling, Nano Thermal Ceramic & Ionic Tech, Boar Bristle, 3.3 inch, 2 inch Barrel, for Women, Volume & Shine, Brown, Hair Brush for Thick Hair", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "YOSHUYUKI Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "amika brooklyn bombshell Blowout Volume Spray, 2 Fl oz (Pack of 1)", "asin": "", "price": "$14.00", "quantity": ""},
{"title": "CHI 44 Iron Guard Thermal Protection Spray, Nourishing Formula Helps Resist Heat Damage to Hair & Tame Frizz, 2 Oz", "asin": "", "price": "$4.97", "quantity": ""},
{"title": "Large Round Brushing Brush - Ceramic Ionic Hair Brush for Precise and Elegant Salon - Professional Brushing Brush for Women and Men - 53 mm", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Remington Pro Hair Setter Hot Rollers, Curlers With Thermaluxe Advanced Thermal Technology", "asin": "", "price": "$38.80", "quantity": ""},
{"title": "Kitsch Satin Heatless Curling Rod - Jumbo Flexi Rod, Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair, 4pcs - Rosewood", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Ufree 5 in 1 Curling Iron with Interchangeable Ceramic Barrels (0.35\"-1.25\"), Curling Wand Set with Flat Iron Hair Straightener, Instant Heat Up, Dual Voltage Hair Curler, Gifts for Women", "asin": "", "price": "$36.99", "quantity": ""},
{"title": "NYX PROFESSIONAL MAKEUP The Face Glue Gripping Primer, Hydrating Makeup Primer with Up To 24HR Wear, Vegan & Cruelty Free", "asin": "", "price": "$8.97", "quantity": ""},
{"title": "8Pcs No Bend No Crease Hair Clips- Styling Duck Bill Clips Alligator Hair Barrettes for Styling Sectioning, Small Gifts for Women Girl Salon Hairstyle Hairdressing Bangs Waves, Gradient Pink", "asin": "", "price": "$6.99", "quantity": ""},
{"title": "REVLON One-Step Volumizer Plus Hair Dryer and Styler, Enhanced Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)", "asin": "", "price": "$34.87", "quantity": ""},
{"title": "e.l.f. Power Grip Dewy Setting Spray, Ultra Fine Mist Made With Hyaluronic Acid, Grips Makeup For A Hydrated, Dewy Finish, Vegan & Cruelty-Free", "asin": "", "price": "$9.94", "quantity": ""},
{"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "", "price": "$8.74", "quantity": ""},
{"title": "Wavytalk Thermal Brush, 1 1/2 inch Heated Round Brush with Detachable Head, Velvet Pouch and Dual Voltage for Travel, Easy to Create Blowout Look, Rose Gold", "asin": "", "price": "$29.99", "quantity": ""},
{"title": "Rena Chris Gua Sha Facial Tools, Stainless Steel Guasha Tool for Acupuncture, Manual Massage Sticks for Jawline Sculpting and Puffiness Reducing, Gua Sha Facial Massage Tool, Skin-Care Gift", "asin": "", "price": "$5.91", "quantity": ""},
{"title": "Digital Camera, FHD 1080P Camera, Digital Point and Shoot Camera with 16X Zoom Anti Shake, Compact Small Camera for Boys Girls Kids", "asin": "", "price": "$39.99", "quantity": ""},
{"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "", "price": "$15.99", "quantity": ""},
{"title": "Yanibest Heatless Curls Overnight, Soft Heatless Hair Curler to Sleep in, No Heat Ribbon Wrap, Heatless Curling Set for Long Short Hair with Hair Scrunchies and Clip", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "", "price": "$16.54", "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": "2025-04-11T21:19:41.753Z", // 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": ""}],
"cart_items": [{"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "quantity": "1"},
{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "quantity": "1"},
{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}],
"promotion_items": [{"title": "GSKY Hair Clippers for Men Professional, Beard Trimmer Kits & Sets, Cordless Mens Hair Trimmer, Electric Shavers, Haircutting Machine with LED Display, for Barber", "asin": "", "price": "$87.99", "quantity": ""},
{"title": "Wahl Premium Hair Clipper Blade Lubricating Oil for Clippers, Trimmers, & Blade Corrosion for Rust Prevention \u2013 4 Fluid Ounces \u2013 Model 3310-300A", "asin": "", "price": "$5.97", "quantity": ""},
{"title": "LQT Hair Clippers Set for Men, Hair Clipper Trimmer with LED Display, Professional Cordless Hair Clipper Shaver Beard Trimmer, Hair Cutting Machine for Men, Holiday Gift for Him Father's Day Gift", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Jack & Rose Clippers and Trimmers Set, Cordless Hair Clippers for Men, Barber Clippers Set", "asin": "", "price": "$36.99", "quantity": ""},
{"title": "NICEMOVIC 3 IN 1 Barber Neck Duster Brush Set, Professional Barber Accessories Cleaning Supplies, Duster Nylon Brush Hair Cutting Styling Brush Tool (Brown&Black)", "asin": "", "price": "$8.99", "quantity": ""},
{"title": "TPOB Slime 2 Black Clipper Trimmer Shaver Set Barber Hair Clippers for Men 6800 RPM with Rubber Case", "asin": "", "price": "", "quantity": ""},
{"title": "Vgrpro Hair Clippers for Men Professional, Cordless Hair Clippers for Hair Cutting, Mens Clippers and Trimmers Set, Electric Hair Trimmer for Men with Package Box", "asin": "", "price": "", "quantity": ""},
{"title": "NICEMOVIC 5 Rolls Disposable Barber Paper Neck Strips Barber Accessories, Professional Barber Supplies Stretchy Paper Neck Strips for Salon Haircut Styling-Black", "asin": "", "price": "", "quantity": ""},
{"title": "Novah Professional Hair Clippers for Men, Professional Barber Clippers and Trimmer Set, Mens Cordless Clippers, Fade Haircut Kit, Electric Hair Cut Machines", "asin": "", "price": "", "quantity": ""},
{"title": "Ufree Hair Clippers for Men, Professional Clippers and Trimmers Set, Cordless Clippers for Hair Cutting, Beard Trimmer, Barber Clippers, Rechargeable Electric Shaver, Gifts for Men", "asin": "", "price": "", "quantity": ""},
{"title": "Straight Razors For Men 100 GTEX Barber Razor Blades - 2 Professional Straight Razor Single Blade Razors for Men Navajas Para Barbero Straight Edge Razor Barber Beard Razor Shavette Shaving Razor Kit", "asin": "", "price": "", "quantity": ""},
{"title": "Utopia Care Professional Straight Razor for Men, Barber Straight Edge Razor Safety with 100 Pack Blades, Black", "asin": "", "price": "", "quantity": ""},
{"title": "KEMEI Professional Hair Clipper, Hair Trimmer, Beard Shaver Set for Men, Electric Cordless Barber Clipper Beard Trimmer, Rechargeable Fade Clipper Haircutting Kit, KM-2299, KM-2296, KM-1102", "asin": "", "price": "", "quantity": ""},
{"title": "BabylissPRO Barberology Apron - Black", "asin": "", "price": "", "quantity": ""},
{"title": "Kleravitex Hair Curler Roller Set/Set of 96 Stackable Rollers / 8 Size Rollers From Extra Small to Extra Large / 12 Rollers per Size - Hairdressing Curlers for Women - Curling Styling Tool", "asin": "", "price": "$29.95", "quantity": ""},
{"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Rollers Hair Curlers Set - 36 Pieces with 4 Sizes (6 Jumbo, 6 Large, 6 Medium & 6 Small Curlers), 12 Hair Clips for Long, Thick Hair, Pink", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "MixS Live Hair Rollers,48 Pcs Set Hair Curler,4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Curlers,With 22 Pcs Hair Clips and Storage Bag for Long Hair Medium Short Hair Volume Hair Curlers", "asin": "", "price": "$10.86", "quantity": ""},
{"title": "56 Pcs Hair Rollers Set for Blowout Look, 30Pcs Rollers with 5 Sizes & 24 Pcs Clips in Storage Bag for Long, Medium & Short Hair Volume", "asin": "", "price": "$11.99", "quantity": ""},
{"title": "Sungenol 18-Piece Hair Roller Set - Heatless Self-Grip Curlers in 3 Sizes, Hair Clips, Comb for DIY Hairstyles and Salon-Style Curls", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "my novel things Hair Rollers Large Small 50PCS Set, 36PC Large Medium Small Hair Rollers for Volume Curlers with 12PC Clips 1 Tail Comb and 1 Folding Brush Comb for Short Medium Blowout Look Long Hair", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "Hair Rollers Curlers Set", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Kitsch Ceramic Thermal Hair Rollers for Long Hair", "asin": "", "price": "$13.97", "quantity": ""},
{"title": "12Pcs Big Self-Grip Hair Rollers with Stainless Steel Clips for Long, Medium & Thick Hair Volume", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "Krtresiar 33PCS Hair Curlers Rollers Self Grip Hair Curlers No Heat for Long Medium Short Hair Bangs Volume", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Jumbo Hair Curlers Rollers, 24Pcs Set with 12 Hair Curlers Self Grip Holding Rollers and 12 Stainless Steel Duckbill Clips for Long Thick Medium Hair Bangs Volume", "asin": "", "price": "$13.80", "quantity": ""},
{"title": "Qinzave 65 PCS Hair Curler Rollers with 5 Sizes Self Grip Hair Rollers for Long Medium Short Thick Fine Thin Hair Bangs Volume Hair, Jumbo Hair Curlers Rollers with Storage Bag Teasing Brush", "asin": "", "price": "$13.99", "quantity": ""},
{"title": "24 Packs Duck Bill Clips, Bantoye 3.5 Inches Rustproof Metal Alligator Curl Clips with Holes for Hair Styling, Hair Coloring, Silver", "asin": "", "price": "$5.48", "quantity": ""},
{"title": "YANIBEST Silk Bonnet for Sleeping Women Satin Bonnet Double Layer Satin Lined Hair Bonnet with Tie Band Curly Hair", "asin": "", "price": "$12.99", "quantity": ""},
{"title": "Kitsch Instant Volumizing Hair Clips for Women - Roller Clips for Volume, Curls & Root Lift for All Hair Types, Volumizing Hair Root Clips for Effortless Curl That Last, Easy to Use - 2pcs Terracotta", "asin": "", "price": "$7.99", "quantity": ""},
{"title": "Wavytalk Thermal Brush, Blowout Boost 1.5 inch Heated Round Brush for Blowout Look, Dual Voltage, Pink, Sakura, Tourmaline Ceramic, Negative Ion Technology, 5 Temperature Settings, Less Damage", "asin": "", "price": "$46.99", "quantity": ""},
{"title": "COLOR WOW Xtra Large Bombshell Volumizer \u2013 New Alcohol-Free Technology for Lasting Volume and Thickness", "asin": "", "price": "$26.00", "quantity": ""},
{"title": "Diane Extra Large Cotton Triangle Hair Net for Salons, Home Styling, Curl Setting, Securing Hair in Place, and Protecting Hair While Drying or Sleeping", "asin": "", "price": "$5.00", "quantity": ""},
{"title": "COLOR WOW Dream Coat Supernatural Spray \u2013 Keep Your Hair Frizz-Free and Shiny No Matter the Weather with Award-Winning Anti-Humidity Treatment", "asin": "", "price": "$12.00", "quantity": ""},
{"title": "Gingbiss 24 Pcs Duck Billed Hair Clips for Styling Sectioning, 3.5 inch Metal Alligator Hair Clips for Women, Pin Curl Clips for Hair Roller,Salon,Bows DIY, Silver", "asin": "", "price": "$3.99", "quantity": ""},
{"title": "REVLON Silicone Bristle Heated Hair Styling Brush | Fast, Long Lasting Volume for Easy Styling | 1\" Barrel for Full Body and Smooth Styles (Black/Pink)", "asin": "", "price": "$23.99", "quantity": ""},
{"title": "FIXBODY Hair Brush, Round Brush for Blow Drying, Curling, Styling, Nano Thermal Ceramic & Ionic Tech, Boar Bristle, 3.3 inch, 2 inch Barrel, for Women, Volume & Shine, Brown, Hair Brush for Thick Hair", "asin": "", "price": "$9.99", "quantity": ""},
{"title": "YOSHUYUKI Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "amika brooklyn bombshell Blowout Volume Spray, 2 Fl oz (Pack of 1)", "asin": "", "price": "$14.00", "quantity": ""},
{"title": "CHI 44 Iron Guard Thermal Protection Spray, Nourishing Formula Helps Resist Heat Damage to Hair & Tame Frizz, 2 Oz", "asin": "", "price": "$4.97", "quantity": ""},
{"title": "Large Round Brushing Brush - Ceramic Ionic Hair Brush for Precise and Elegant Salon - Professional Brushing Brush for Women and Men - 53 mm", "asin": "", "price": "$19.99", "quantity": ""},
{"title": "Remington Pro Hair Setter Hot Rollers, Curlers With Thermaluxe Advanced Thermal Technology", "asin": "", "price": "$38.80", "quantity": ""},
{"title": "Kitsch Satin Heatless Curling Rod - Jumbo Flexi Rod, Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair, 4pcs - Rosewood", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Ufree 5 in 1 Curling Iron with Interchangeable Ceramic Barrels (0.35\"-1.25\"), Curling Wand Set with Flat Iron Hair Straightener, Instant Heat Up, Dual Voltage Hair Curler, Gifts for Women", "asin": "", "price": "$36.99", "quantity": ""},
{"title": "NYX PROFESSIONAL MAKEUP The Face Glue Gripping Primer, Hydrating Makeup Primer with Up To 24HR Wear, Vegan & Cruelty Free", "asin": "", "price": "$8.97", "quantity": ""},
{"title": "8Pcs No Bend No Crease Hair Clips- Styling Duck Bill Clips Alligator Hair Barrettes for Styling Sectioning, Small Gifts for Women Girl Salon Hairstyle Hairdressing Bangs Waves, Gradient Pink", "asin": "", "price": "$6.99", "quantity": ""},
{"title": "REVLON One-Step Volumizer Plus Hair Dryer and Styler, Enhanced Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)", "asin": "", "price": "$34.87", "quantity": ""},
{"title": "e.l.f. Power Grip Dewy Setting Spray, Ultra Fine Mist Made With Hyaluronic Acid, Grips Makeup For A Hydrated, Dewy Finish, Vegan & Cruelty-Free", "asin": "", "price": "$9.94", "quantity": ""},
{"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "", "price": "$8.74", "quantity": ""},
{"title": "Wavytalk Thermal Brush, 1 1/2 inch Heated Round Brush with Detachable Head, Velvet Pouch and Dual Voltage for Travel, Easy to Create Blowout Look, Rose Gold", "asin": "", "price": "$29.99", "quantity": ""},
{"title": "Rena Chris Gua Sha Facial Tools, Stainless Steel Guasha Tool for Acupuncture, Manual Massage Sticks for Jawline Sculpting and Puffiness Reducing, Gua Sha Facial Massage Tool, Skin-Care Gift", "asin": "", "price": "$5.91", "quantity": ""},
{"title": "Digital Camera, FHD 1080P Camera, Digital Point and Shoot Camera with 16X Zoom Anti Shake, Compact Small Camera for Boys Girls Kids", "asin": "", "price": "$39.99", "quantity": ""},
{"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "", "price": "$15.99", "quantity": ""},
{"title": "Yanibest Heatless Curls Overnight, Soft Heatless Hair Curler to Sleep in, No Heat Ribbon Wrap, Heatless Curling Set for Long Short Hair with Hair Scrunchies and Clip", "asin": "", "price": "$14.99", "quantity": ""},
{"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "", "price": "$16.54", "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": "2025-04-11T21:19:41.753Z", // 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>
