prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
  {"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
  {"timestamp": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
  <|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": "zipper bags for clothes"}],
  "cart_items": [{"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "quantity": ""},
  {"title": "Ploy Frosted Zipper Bags for Clothes, 50pcs 14x16 inch Clear Plastic Bags for Clothes, T Shirt, Swimsuit, for Clothing Packaging, Shipping, Mailing, for Small Business", "asin": "B08C7LKS8J", "price": "$20.99", "quantity": ""},
  {"title": "Umriox Zipper Pouch, 16.9x12.4 in (12 Colors, 12 Packs), Extra Large Zipper Bags, Waterproof Zipper Pouches for Office Supplies, Puzzles, Board Game Storage & Cross Stitch Projects", "asin": "B08XQGZMP9", "price": "$22.99", "quantity": ""},
  {"title": "Shirt Packaging Bags, 50PCS 11x15 inch Reclosable Poly & Plastic Packaging Bags for Clothing, T-Shirts, Jeans, Pants, Zip Lock with Vent Hole for Travel Storage, Frosted, 3 Mil", "asin": "B09K3BXG8R", "price": "$17.99", "quantity": ""},
  {"title": "", "asin": "B07ZDKS37Q", "price": "", "quantity": ""},
  {"title": "VENO 6 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 6 Pack)", "asin": "B0BQDPLMVR", "price": "$29.74", "quantity": ""},
  {"title": "8 Pack Extra Heavy Duty Large Moving Bags with Strong Zipper & Carrying Handles, Sturdy Clothes Storage Bags Totes Bins, Packing Bag Move Boxes College Moving Supplies, Dark Blue - 24 gal", "asin": "B0DKCCQLXK", "price": "$29.99", "quantity": ""},
  {"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""},
  {"title": "6-Piece Laundry Bag, Durable Organic Cotton Mesh Laundry Bag, Sturdy Zipper, Breathable Mesh, Exquisite Laundry Bag for Underwear, Clothes, Pants, Shoes and Socks", "asin": "B0CSNLHB8D", "price": "$20.30", "quantity": ""},
  {"title": "", "asin": "B0BBVY7DNV", "price": "", "quantity": ""},
  {"title": "Tasker Contractor Garbage Bags 55 Gallon Heavy Duty 3 Mil (32 Count w/Ties) 60 Gal Contractor Bags 3 Mil. 55 Gallon Heavy Duty X-Large Black Trash Bags 50 Gal,", "asin": "B078C6TD9K", "price": "$33.97", "quantity": ""},
  {"title": "PRO SOURCE High-Density Clear 16 Micron Household/Office Trash Bags: 56 Gallon Capacity, 200 Pack", "asin": "B0CT41NP8L", "price": "$78.77", "quantity": ""},
  {"title": "55 Galon (3 MIL) Heavy Duty Black Trash Bags - 25 Count Large 36x52 IN Thick Garbage Bags - Multipurpose Trash Can Liners for Contractors, Home Kitchen & Industrial Use (Made in USA)", "asin": "B01LM0ZBNW", "price": "$50.95", "quantity": ""},
  {"title": "Tasker 95-100 Gallon Clear Trash Bags Heavy Duty | 25 Bags | Extra Large 96 Gallon Trash Bags Large Clear Can Liners, Large 90 Gal, 95 Gal, 96 Gal,100 Gallon Heavy Duty Trash Can Liners", "asin": "B077SW1Y3K", "price": "$37.97", "quantity": ""},
  {"title": "Seventh Generation Dishwasher Detergent Packs Free & Clear Pack of 2 for sparkling dishes Dishwasher tabs 45 count", "asin": "B01FHUJ1FC", "price": "$29.78", "quantity": ""},
  {"title": "Black Trash Bag, Heavy Duty 20-30 Gallon Bag for Kitchen and Bathroom, Unscented, 1.5 Mil, Commercial Coreless Rolls, Can Liner 29 x 36, Office/Industrial Use, Easy-to-Use, 100 Ct", "asin": "B0CTMYTYVR", "price": "$27.96", "quantity": ""},
  {"title": "Top Knot Bags 45 Gallon Garbage Trash Bag 40X48\" Clear 150 Count Can Liner Bulk 40 Gallon 41 Gallon 42 Gallon 44 Gallon Made in USA", "asin": "B0CBT64J73", "price": "$39.99", "quantity": ""},
  {"title": "Glad Odorshield Small Drawstring Trash Bags, 4 Gal, Pink, Cherry Blossom, 34 Ct, Pack May Vary", "asin": "B09WNG7W3C", "price": "$5.59", "quantity": ""},
  {"title": "Microfiber Slippers Floor Cleaning Mop Men and Women House Dusting Slippers Floor Cleaning Tool (pink)", "asin": "/promo/AAA6JUU1U1ONX", "price": "$15.99", "quantity": ""},
  {"title": "Glad ForceFlex Tall Kitchen Trash Bags, 13 Gal, Gain Moonlight Breeze, 100 Ct (Package May Vary)", "asin": "B079Y1SWZZ", "price": "$26.99", "quantity": ""},
  {"title": "Glad ForceFlex Tall Kitchen Trash Bags, 13 Gal, Gain Original with Febreze, 110 Ct (Pack May Vary)", "asin": "B07YD3G991", "price": "$22.77", "quantity": ""},
  {"title": "Glad Trash & Food Storage ForceFlex Protection Series Tall Trash Bags, 13 Gal, Gain Moonlight Breeze with Febreze, 110 Ct (Package May Vary), White (79261)", "asin": "B087RLL1J5", "price": "$29.98", "quantity": ""},
  {"title": "Glad Tall Kitchen Drawstring Trash Bags - Odorshield 13 Gallon White Trash Bag, Febreze Fresh Clean, 110 Count", "asin": "B07T9MBNTT", "price": "$21.99", "quantity": ""}],
  "ads": [{"title": "Svaldo Clothes Packaging Bags for Shipping, 100 Count 10x13 inch Frosted Zipper Plastic Bags for Clothing, Clear Apparel Bag for T-Shirt, Shirt, Document, 3 Mil, with Vent Holes", "asin": "B09K3SP5HQ"},
  {"title": "Svaldo Frosted Zipper Bags for Clothes 25pcs, Plastic Shirt Bags for Packaging T-Shirt, Swimsuit, Bikini, Bathing Suit, 3 Mil, 10X8\" with Vent Holes and Reinforced Sides", "asin": "B0C727RMNF"},
  {"title": "Svaldo Black Dance Garment Bags for Dancers, 3pcs 20x39\", Dance Costume Garment Bag for Dance Competition Travel, Hanging Clothes, Girls Dresses, Cheer Uniform, Dust Proof with 3 Clear Zipper Pockets", "asin": "B0D48BD79N"}],
  "search_results": [{"title": "TICONN 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "BALEINE 6-Pack Oversized Moving Bags with Reinforced Handles, Heavy-Duty Storage Tote for Clothes, Moving Supplies (Winter Grey, 6-Pack)", "asin": "B096Z7HWBF", "price": "$34.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "MISSLO 10\" Gusseted All Clear Garment Bags for Hanging Clothes 40\" Suit Bags for Closet Storage Hanging Clothes Storage Suit Cover for Shirts, Coats, Dresses, 3 Packs", "asin": "B0B318X4KN", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "100pcs Clothing Packaging Bags for Shipping - 10x13 Inch Plastic Frosted for Travel Storage or Small Businesses - Zipper Apparel for Shirts, Socks, Underwear, and Documents - No Vent Holes", "asin": "B0CXM2Q3XT", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Clothes Packaging Bags for Shipping, 100 Count 10x13 inch Frosted Zipper Plastic Bags for Clothing, Clear Apparel Bag for T-Shirt, Shirt, Document, 3 Mil, with Vent Holes", "asin": "B09K3SP5HQ", "price": "$21.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "HomeHacks Storage 3-Pack Clothes Organizer Storage Bags Foldable Storage Box with Large Clear Window Sturdy Handles for Closet, Dorm, Pillows, Bedding, Clothes, Blankets, 35L, Gray", "asin": "B09TB8WFXC", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "365 by Whole Foods Market Double Zipper Snack Storage Bags, 50 ct", "asin": "B074H73J27", "price": "$2.39", "delivery": " FREE delivery Tomorrow 5 AM - 7 AM on orders over $50"},
  {"title": "6 Pack Extra Heavy Duty Large Moving Bags with Strong Zipper & Comfortable Handles, Sturdy & Durable Clothes Storage Bags Totes Bins, Blue Packing Moving Boxes for College Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$28.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "Frosted Zipper Bags for Clothes 25pcs, Plastic Shirt Bags for Packaging T-Shirt, Swimsuit, Bikini, Bathing Suit, 3 Mil, 10X8\" with Vent Holes and Reinforced Sides", "asin": "B0C727RMNF", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Lifewit 4 Pack Clear Clothes Storage Bags, 40L Plastic Blanket Storage Bag, Vinyl Foldable Moving Bags with Zipper, Closet Organizers and Storage Containers for Bedding, Duvet, Comforter", "asin": "B0CGTG9S1F", "price": "$18.69", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Clear Zippered Storage Bags Plastic Sweater Storage Bags with Zipper 6 Packs Clothing Organizer for Blankets Linen Sweater Bed Sheet Quilt Clothes Pillow (15.7 x 13.8 x 3.9 Inch)", "asin": "B0CGRV3Q3G", "price": "$23.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "90 L Large Storage Bags, 6 Pack Clothes Storage Bins Foldable Closet Organizers Storage Containers with Reinforced Handle for Clothing, Blanket, Comforters, Bed Sheets, Pillows and Toys (Gray)", "asin": "B085ZV98JM", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Fab totes 6 Pack Clothes Storage, Foldable Thick Fabric Blanket Storage Bags, Containers for Organizing Bedroom, Closet, Clothing, Comforter,Closet Organization with Handle,Grey", "asin": "B092ZDHJMN", "price": "$17.47", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "20 Pack Vacuum Storage Bags, Space Saver Bags (4 Jumbo/4 Large/4 Medium/4 Small/4 Roll) Compression for Comforters and Blankets, Sealer Clothes Storage, Hand Pump Included", "asin": "B0973DGD8P", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Ploy Frosted Zipper Bags for Clothes, 50pcs 14x16 inch Clear Plastic Bags for Clothes, T Shirt, Swimsuit, for Clothing Packaging, Shipping, Mailing, for Small Business", "asin": "B08C7LKS8J", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Clear Garment Bags Clothes Covers Protecting Dusts (Set of 12) for Storage Plastic Garment Bags Hanging Clothes Bags Dress Bag for Gowns Long with Zipper for Closet - 24'' x 40''/12 Pack", "asin": "B099Y3ZBB6", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "ALVABABY 2pcs Cloth Diaper Wet Dry Bags Waterproof Reusable with Two Zippered Pockets Travel Beach Pool Daycare Soiled Baby Items Yoga Gym Bag for Swimsuits or Wet Clothes L2933", "asin": "B075CYYJCK", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Extra Large Moving Bags with Strong Zippers & Carrying Handles, Storage Bags Storage Totes for Clothes, Moving Supplies, Space Saving Oversized Storage Bag Organizer for Moving, Traveling (2 Pack)", "asin": "B09K7N1FDK", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "WISELIFE Storage Bags [3 Pack/100L] Large Blanket Clothes Organization and Storage Containers for Comforters,Bedding, Foldable Organizer with Reinforced Handle, Clear Window, Sturdy Zippers,Gray", "asin": "B08JPVWLB8", "price": "$13.59", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Amazon Basics Roll-Up Travel Zipper Storage Bags, 12 count (6 Small & 6 Medium), Multiple, Clear", "asin": "B0B298NWP1", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}]
  <|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": "2025-04-26T03:30:40.527Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
  {"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
  {"timestamp": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
  <|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": "zipper bags for clothes"}],
  "cart_items": [{"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "quantity": ""},
  {"title": "Ploy Frosted Zipper Bags for Clothes, 50pcs 14x16 inch Clear Plastic Bags for Clothes, T Shirt, Swimsuit, for Clothing Packaging, Shipping, Mailing, for Small Business", "asin": "B08C7LKS8J", "price": "$20.99", "quantity": ""},
  {"title": "Umriox Zipper Pouch, 16.9x12.4 in (12 Colors, 12 Packs), Extra Large Zipper Bags, Waterproof Zipper Pouches for Office Supplies, Puzzles, Board Game Storage & Cross Stitch Projects", "asin": "B08XQGZMP9", "price": "$22.99", "quantity": ""},
  {"title": "Shirt Packaging Bags, 50PCS 11x15 inch Reclosable Poly & Plastic Packaging Bags for Clothing, T-Shirts, Jeans, Pants, Zip Lock with Vent Hole for Travel Storage, Frosted, 3 Mil", "asin": "B09K3BXG8R", "price": "$17.99", "quantity": ""},
  {"title": "", "asin": "B07ZDKS37Q", "price": "", "quantity": ""},
  {"title": "VENO 6 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 6 Pack)", "asin": "B0BQDPLMVR", "price": "$29.74", "quantity": ""},
  {"title": "8 Pack Extra Heavy Duty Large Moving Bags with Strong Zipper & Carrying Handles, Sturdy Clothes Storage Bags Totes Bins, Packing Bag Move Boxes College Moving Supplies, Dark Blue - 24 gal", "asin": "B0DKCCQLXK", "price": "$29.99", "quantity": ""},
  {"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""},
  {"title": "6-Piece Laundry Bag, Durable Organic Cotton Mesh Laundry Bag, Sturdy Zipper, Breathable Mesh, Exquisite Laundry Bag for Underwear, Clothes, Pants, Shoes and Socks", "asin": "B0CSNLHB8D", "price": "$20.30", "quantity": ""},
  {"title": "", "asin": "B0BBVY7DNV", "price": "", "quantity": ""},
  {"title": "Tasker Contractor Garbage Bags 55 Gallon Heavy Duty 3 Mil (32 Count w/Ties) 60 Gal Contractor Bags 3 Mil. 55 Gallon Heavy Duty X-Large Black Trash Bags 50 Gal,", "asin": "B078C6TD9K", "price": "$33.97", "quantity": ""},
  {"title": "PRO SOURCE High-Density Clear 16 Micron Household/Office Trash Bags: 56 Gallon Capacity, 200 Pack", "asin": "B0CT41NP8L", "price": "$78.77", "quantity": ""},
  {"title": "55 Galon (3 MIL) Heavy Duty Black Trash Bags - 25 Count Large 36x52 IN Thick Garbage Bags - Multipurpose Trash Can Liners for Contractors, Home Kitchen & Industrial Use (Made in USA)", "asin": "B01LM0ZBNW", "price": "$50.95", "quantity": ""},
  {"title": "Tasker 95-100 Gallon Clear Trash Bags Heavy Duty | 25 Bags | Extra Large 96 Gallon Trash Bags Large Clear Can Liners, Large 90 Gal, 95 Gal, 96 Gal,100 Gallon Heavy Duty Trash Can Liners", "asin": "B077SW1Y3K", "price": "$37.97", "quantity": ""},
  {"title": "Seventh Generation Dishwasher Detergent Packs Free & Clear Pack of 2 for sparkling dishes Dishwasher tabs 45 count", "asin": "B01FHUJ1FC", "price": "$29.78", "quantity": ""},
  {"title": "Black Trash Bag, Heavy Duty 20-30 Gallon Bag for Kitchen and Bathroom, Unscented, 1.5 Mil, Commercial Coreless Rolls, Can Liner 29 x 36, Office/Industrial Use, Easy-to-Use, 100 Ct", "asin": "B0CTMYTYVR", "price": "$27.96", "quantity": ""},
  {"title": "Top Knot Bags 45 Gallon Garbage Trash Bag 40X48\" Clear 150 Count Can Liner Bulk 40 Gallon 41 Gallon 42 Gallon 44 Gallon Made in USA", "asin": "B0CBT64J73", "price": "$39.99", "quantity": ""},
  {"title": "Glad Odorshield Small Drawstring Trash Bags, 4 Gal, Pink, Cherry Blossom, 34 Ct, Pack May Vary", "asin": "B09WNG7W3C", "price": "$5.59", "quantity": ""},
  {"title": "Microfiber Slippers Floor Cleaning Mop Men and Women House Dusting Slippers Floor Cleaning Tool (pink)", "asin": "/promo/AAA6JUU1U1ONX", "price": "$15.99", "quantity": ""},
  {"title": "Glad ForceFlex Tall Kitchen Trash Bags, 13 Gal, Gain Moonlight Breeze, 100 Ct (Package May Vary)", "asin": "B079Y1SWZZ", "price": "$26.99", "quantity": ""},
  {"title": "Glad ForceFlex Tall Kitchen Trash Bags, 13 Gal, Gain Original with Febreze, 110 Ct (Pack May Vary)", "asin": "B07YD3G991", "price": "$22.77", "quantity": ""},
  {"title": "Glad Trash & Food Storage ForceFlex Protection Series Tall Trash Bags, 13 Gal, Gain Moonlight Breeze with Febreze, 110 Ct (Package May Vary), White (79261)", "asin": "B087RLL1J5", "price": "$29.98", "quantity": ""},
  {"title": "Glad Tall Kitchen Drawstring Trash Bags - Odorshield 13 Gallon White Trash Bag, Febreze Fresh Clean, 110 Count", "asin": "B07T9MBNTT", "price": "$21.99", "quantity": ""}],
  "ads": [{"title": "Svaldo Clothes Packaging Bags for Shipping, 100 Count 10x13 inch Frosted Zipper Plastic Bags for Clothing, Clear Apparel Bag for T-Shirt, Shirt, Document, 3 Mil, with Vent Holes", "asin": "B09K3SP5HQ"},
  {"title": "Svaldo Frosted Zipper Bags for Clothes 25pcs, Plastic Shirt Bags for Packaging T-Shirt, Swimsuit, Bikini, Bathing Suit, 3 Mil, 10X8\" with Vent Holes and Reinforced Sides", "asin": "B0C727RMNF"},
  {"title": "Svaldo Black Dance Garment Bags for Dancers, 3pcs 20x39\", Dance Costume Garment Bag for Dance Competition Travel, Hanging Clothes, Girls Dresses, Cheer Uniform, Dust Proof with 3 Clear Zipper Pockets", "asin": "B0D48BD79N"}],
  "search_results": [{"title": "TICONN 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "BALEINE 6-Pack Oversized Moving Bags with Reinforced Handles, Heavy-Duty Storage Tote for Clothes, Moving Supplies (Winter Grey, 6-Pack)", "asin": "B096Z7HWBF", "price": "$34.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "MISSLO 10\" Gusseted All Clear Garment Bags for Hanging Clothes 40\" Suit Bags for Closet Storage Hanging Clothes Storage Suit Cover for Shirts, Coats, Dresses, 3 Packs", "asin": "B0B318X4KN", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "100pcs Clothing Packaging Bags for Shipping - 10x13 Inch Plastic Frosted for Travel Storage or Small Businesses - Zipper Apparel for Shirts, Socks, Underwear, and Documents - No Vent Holes", "asin": "B0CXM2Q3XT", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Clothes Packaging Bags for Shipping, 100 Count 10x13 inch Frosted Zipper Plastic Bags for Clothing, Clear Apparel Bag for T-Shirt, Shirt, Document, 3 Mil, with Vent Holes", "asin": "B09K3SP5HQ", "price": "$21.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "HomeHacks Storage 3-Pack Clothes Organizer Storage Bags Foldable Storage Box with Large Clear Window Sturdy Handles for Closet, Dorm, Pillows, Bedding, Clothes, Blankets, 35L, Gray", "asin": "B09TB8WFXC", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "365 by Whole Foods Market Double Zipper Snack Storage Bags, 50 ct", "asin": "B074H73J27", "price": "$2.39", "delivery": " FREE delivery Tomorrow 5 AM - 7 AM on orders over $50"},
  {"title": "6 Pack Extra Heavy Duty Large Moving Bags with Strong Zipper & Comfortable Handles, Sturdy & Durable Clothes Storage Bags Totes Bins, Blue Packing Moving Boxes for College Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$28.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "Frosted Zipper Bags for Clothes 25pcs, Plastic Shirt Bags for Packaging T-Shirt, Swimsuit, Bikini, Bathing Suit, 3 Mil, 10X8\" with Vent Holes and Reinforced Sides", "asin": "B0C727RMNF", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Lifewit 4 Pack Clear Clothes Storage Bags, 40L Plastic Blanket Storage Bag, Vinyl Foldable Moving Bags with Zipper, Closet Organizers and Storage Containers for Bedding, Duvet, Comforter", "asin": "B0CGTG9S1F", "price": "$18.69", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Clear Zippered Storage Bags Plastic Sweater Storage Bags with Zipper 6 Packs Clothing Organizer for Blankets Linen Sweater Bed Sheet Quilt Clothes Pillow (15.7 x 13.8 x 3.9 Inch)", "asin": "B0CGRV3Q3G", "price": "$23.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "90 L Large Storage Bags, 6 Pack Clothes Storage Bins Foldable Closet Organizers Storage Containers with Reinforced Handle for Clothing, Blanket, Comforters, Bed Sheets, Pillows and Toys (Gray)", "asin": "B085ZV98JM", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Fab totes 6 Pack Clothes Storage, Foldable Thick Fabric Blanket Storage Bags, Containers for Organizing Bedroom, Closet, Clothing, Comforter,Closet Organization with Handle,Grey", "asin": "B092ZDHJMN", "price": "$17.47", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "20 Pack Vacuum Storage Bags, Space Saver Bags (4 Jumbo/4 Large/4 Medium/4 Small/4 Roll) Compression for Comforters and Blankets, Sealer Clothes Storage, Hand Pump Included", "asin": "B0973DGD8P", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Ploy Frosted Zipper Bags for Clothes, 50pcs 14x16 inch Clear Plastic Bags for Clothes, T Shirt, Swimsuit, for Clothing Packaging, Shipping, Mailing, for Small Business", "asin": "B08C7LKS8J", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Clear Garment Bags Clothes Covers Protecting Dusts (Set of 12) for Storage Plastic Garment Bags Hanging Clothes Bags Dress Bag for Gowns Long with Zipper for Closet - 24'' x 40''/12 Pack", "asin": "B099Y3ZBB6", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "ALVABABY 2pcs Cloth Diaper Wet Dry Bags Waterproof Reusable with Two Zippered Pockets Travel Beach Pool Daycare Soiled Baby Items Yoga Gym Bag for Swimsuits or Wet Clothes L2933", "asin": "B075CYYJCK", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Extra Large Moving Bags with Strong Zippers & Carrying Handles, Storage Bags Storage Totes for Clothes, Moving Supplies, Space Saving Oversized Storage Bag Organizer for Moving, Traveling (2 Pack)", "asin": "B09K7N1FDK", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "WISELIFE Storage Bags [3 Pack/100L] Large Blanket Clothes Organization and Storage Containers for Comforters,Bedding, Foldable Organizer with Reinforced Handle, Clear Window, Sturdy Zippers,Gray", "asin": "B08JPVWLB8", "price": "$13.59", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Amazon Basics Roll-Up Travel Zipper Storage Bags, 12 count (6 Small & 6 Medium), Multiple, Clear", "asin": "B0B298NWP1", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}]
  <|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": "2025-04-26T03:30:40.527Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
  {"timestamp": "2025-04-04T04:15:31.571Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
  {"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:51:52.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
  {"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
  {"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
  {"timestamp": "2025-04-15T20:34:47.593Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
  {"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
  <|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": "zipper bags for clothes"}],
  "cart_items": [{"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
  {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$3.99"},
  {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
  {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
  {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}],
  "promotion_items": [{"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "quantity": ""},
  {"title": "Ploy Frosted Zipper Bags for Clothes, 50pcs 14x16 inch Clear Plastic Bags for Clothes, T Shirt, Swimsuit, for Clothing Packaging, Shipping, Mailing, for Small Business", "asin": "B08C7LKS8J", "price": "$20.99", "quantity": ""},
  {"title": "Umriox Zipper Pouch, 16.9x12.4 in (12 Colors, 12 Packs), Extra Large Zipper Bags, Waterproof Zipper Pouches for Office Supplies, Puzzles, Board Game Storage & Cross Stitch Projects", "asin": "B08XQGZMP9", "price": "$22.99", "quantity": ""},
  {"title": "Shirt Packaging Bags, 50PCS 11x15 inch Reclosable Poly & Plastic Packaging Bags for Clothing, T-Shirts, Jeans, Pants, Zip Lock with Vent Hole for Travel Storage, Frosted, 3 Mil", "asin": "B09K3BXG8R", "price": "$17.99", "quantity": ""},
  {"title": "", "asin": "B07ZDKS37Q", "price": "", "quantity": ""},
  {"title": "VENO 6 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 6 Pack)", "asin": "B0BQDPLMVR", "price": "$29.74", "quantity": ""},
  {"title": "8 Pack Extra Heavy Duty Large Moving Bags with Strong Zipper & Carrying Handles, Sturdy Clothes Storage Bags Totes Bins, Packing Bag Move Boxes College Moving Supplies, Dark Blue - 24 gal", "asin": "B0DKCCQLXK", "price": "$29.99", "quantity": ""},
  {"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""},
  {"title": "6-Piece Laundry Bag, Durable Organic Cotton Mesh Laundry Bag, Sturdy Zipper, Breathable Mesh, Exquisite Laundry Bag for Underwear, Clothes, Pants, Shoes and Socks", "asin": "B0CSNLHB8D", "price": "$20.30", "quantity": ""},
  {"title": "", "asin": "B0BBVY7DNV", "price": "", "quantity": ""},
  {"title": "Tasker Contractor Garbage Bags 55 Gallon Heavy Duty 3 Mil (32 Count w/Ties) 60 Gal Contractor Bags 3 Mil. 55 Gallon Heavy Duty X-Large Black Trash Bags 50 Gal,", "asin": "B078C6TD9K", "price": "$33.97", "quantity": ""},
  {"title": "PRO SOURCE High-Density Clear 16 Micron Household/Office Trash Bags: 56 Gallon Capacity, 200 Pack", "asin": "B0CT41NP8L", "price": "$78.77", "quantity": ""},
  {"title": "55 Galon (3 MIL) Heavy Duty Black Trash Bags - 25 Count Large 36x52 IN Thick Garbage Bags - Multipurpose Trash Can Liners for Contractors, Home Kitchen & Industrial Use (Made in USA)", "asin": "B01LM0ZBNW", "price": "$50.95", "quantity": ""},
  {"title": "Tasker 95-100 Gallon Clear Trash Bags Heavy Duty | 25 Bags | Extra Large 96 Gallon Trash Bags Large Clear Can Liners, Large 90 Gal, 95 Gal, 96 Gal,100 Gallon Heavy Duty Trash Can Liners", "asin": "B077SW1Y3K", "price": "$37.97", "quantity": ""},
  {"title": "Seventh Generation Dishwasher Detergent Packs Free & Clear Pack of 2 for sparkling dishes Dishwasher tabs 45 count", "asin": "B01FHUJ1FC", "price": "$29.78", "quantity": ""},
  {"title": "Black Trash Bag, Heavy Duty 20-30 Gallon Bag for Kitchen and Bathroom, Unscented, 1.5 Mil, Commercial Coreless Rolls, Can Liner 29 x 36, Office/Industrial Use, Easy-to-Use, 100 Ct", "asin": "B0CTMYTYVR", "price": "$27.96", "quantity": ""},
  {"title": "Top Knot Bags 45 Gallon Garbage Trash Bag 40X48\" Clear 150 Count Can Liner Bulk 40 Gallon 41 Gallon 42 Gallon 44 Gallon Made in USA", "asin": "B0CBT64J73", "price": "$39.99", "quantity": ""},
  {"title": "Glad Odorshield Small Drawstring Trash Bags, 4 Gal, Pink, Cherry Blossom, 34 Ct, Pack May Vary", "asin": "B09WNG7W3C", "price": "$5.59", "quantity": ""},
  {"title": "Microfiber Slippers Floor Cleaning Mop Men and Women House Dusting Slippers Floor Cleaning Tool (pink)", "asin": "/promo/AAA6JUU1U1ONX", "price": "$15.99", "quantity": ""},
  {"title": "Glad ForceFlex Tall Kitchen Trash Bags, 13 Gal, Gain Moonlight Breeze, 100 Ct (Package May Vary)", "asin": "B079Y1SWZZ", "price": "$26.99", "quantity": ""},
  {"title": "Glad ForceFlex Tall Kitchen Trash Bags, 13 Gal, Gain Original with Febreze, 110 Ct (Pack May Vary)", "asin": "B07YD3G991", "price": "$22.77", "quantity": ""},
  {"title": "Glad Trash & Food Storage ForceFlex Protection Series Tall Trash Bags, 13 Gal, Gain Moonlight Breeze with Febreze, 110 Ct (Package May Vary), White (79261)", "asin": "B087RLL1J5", "price": "$29.98", "quantity": ""},
  {"title": "Glad Tall Kitchen Drawstring Trash Bags - Odorshield 13 Gallon White Trash Bag, Febreze Fresh Clean, 110 Count", "asin": "B07T9MBNTT", "price": "$21.99", "quantity": ""}],
  "ads": [{"title": "Svaldo Clothes Packaging Bags for Shipping, 100 Count 10x13 inch Frosted Zipper Plastic Bags for Clothing, Clear Apparel Bag for T-Shirt, Shirt, Document, 3 Mil, with Vent Holes", "asin": "B09K3SP5HQ"},
  {"title": "Svaldo Frosted Zipper Bags for Clothes 25pcs, Plastic Shirt Bags for Packaging T-Shirt, Swimsuit, Bikini, Bathing Suit, 3 Mil, 10X8\" with Vent Holes and Reinforced Sides", "asin": "B0C727RMNF"},
  {"title": "Svaldo Black Dance Garment Bags for Dancers, 3pcs 20x39\", Dance Costume Garment Bag for Dance Competition Travel, Hanging Clothes, Girls Dresses, Cheer Uniform, Dust Proof with 3 Clear Zipper Pockets", "asin": "B0D48BD79N"}],
  "search_results": [{"title": "TICONN 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "BALEINE 6-Pack Oversized Moving Bags with Reinforced Handles, Heavy-Duty Storage Tote for Clothes, Moving Supplies (Winter Grey, 6-Pack)", "asin": "B096Z7HWBF", "price": "$34.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "MISSLO 10\" Gusseted All Clear Garment Bags for Hanging Clothes 40\" Suit Bags for Closet Storage Hanging Clothes Storage Suit Cover for Shirts, Coats, Dresses, 3 Packs", "asin": "B0B318X4KN", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "100pcs Clothing Packaging Bags for Shipping - 10x13 Inch Plastic Frosted for Travel Storage or Small Businesses - Zipper Apparel for Shirts, Socks, Underwear, and Documents - No Vent Holes", "asin": "B0CXM2Q3XT", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Clothes Packaging Bags for Shipping, 100 Count 10x13 inch Frosted Zipper Plastic Bags for Clothing, Clear Apparel Bag for T-Shirt, Shirt, Document, 3 Mil, with Vent Holes", "asin": "B09K3SP5HQ", "price": "$21.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "HomeHacks Storage 3-Pack Clothes Organizer Storage Bags Foldable Storage Box with Large Clear Window Sturdy Handles for Closet, Dorm, Pillows, Bedding, Clothes, Blankets, 35L, Gray", "asin": "B09TB8WFXC", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "365 by Whole Foods Market Double Zipper Snack Storage Bags, 50 ct", "asin": "B074H73J27", "price": "$2.39", "delivery": " FREE delivery Tomorrow 5 AM - 7 AM on orders over $50"},
  {"title": "6 Pack Extra Heavy Duty Large Moving Bags with Strong Zipper & Comfortable Handles, Sturdy & Durable Clothes Storage Bags Totes Bins, Blue Packing Moving Boxes for College Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$28.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
  {"title": "Frosted Zipper Bags for Clothes 25pcs, Plastic Shirt Bags for Packaging T-Shirt, Swimsuit, Bikini, Bathing Suit, 3 Mil, 10X8\" with Vent Holes and Reinforced Sides", "asin": "B0C727RMNF", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Lifewit 4 Pack Clear Clothes Storage Bags, 40L Plastic Blanket Storage Bag, Vinyl Foldable Moving Bags with Zipper, Closet Organizers and Storage Containers for Bedding, Duvet, Comforter", "asin": "B0CGTG9S1F", "price": "$18.69", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Clear Zippered Storage Bags Plastic Sweater Storage Bags with Zipper 6 Packs Clothing Organizer for Blankets Linen Sweater Bed Sheet Quilt Clothes Pillow (15.7 x 13.8 x 3.9 Inch)", "asin": "B0CGRV3Q3G", "price": "$23.99", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Valante Set of Microfiber Drawstring Storage Bags for Intimate Products(Large size set)", "asin": "B08CHH5328", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "90 L Large Storage Bags, 6 Pack Clothes Storage Bins Foldable Closet Organizers Storage Containers with Reinforced Handle for Clothing, Blanket, Comforters, Bed Sheets, Pillows and Toys (Gray)", "asin": "B085ZV98JM", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Fab totes 6 Pack Clothes Storage, Foldable Thick Fabric Blanket Storage Bags, Containers for Organizing Bedroom, Closet, Clothing, Comforter,Closet Organization with Handle,Grey", "asin": "B092ZDHJMN", "price": "$17.47", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "20 Pack Vacuum Storage Bags, Space Saver Bags (4 Jumbo/4 Large/4 Medium/4 Small/4 Roll) Compression for Comforters and Blankets, Sealer Clothes Storage, Hand Pump Included", "asin": "B0973DGD8P", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Ploy Frosted Zipper Bags for Clothes, 50pcs 14x16 inch Clear Plastic Bags for Clothes, T Shirt, Swimsuit, for Clothing Packaging, Shipping, Mailing, for Small Business", "asin": "B08C7LKS8J", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "Clear Garment Bags Clothes Covers Protecting Dusts (Set of 12) for Storage Plastic Garment Bags Hanging Clothes Bags Dress Bag for Gowns Long with Zipper for Closet - 24'' x 40''/12 Pack", "asin": "B099Y3ZBB6", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "ALVABABY 2pcs Cloth Diaper Wet Dry Bags Waterproof Reusable with Two Zippered Pockets Travel Beach Pool Daycare Soiled Baby Items Yoga Gym Bag for Swimsuits or Wet Clothes L2933", "asin": "B075CYYJCK", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Extra Large Moving Bags with Strong Zippers & Carrying Handles, Storage Bags Storage Totes for Clothes, Moving Supplies, Space Saving Oversized Storage Bag Organizer for Moving, Traveling (2 Pack)", "asin": "B09K7N1FDK", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"},
  {"title": "WISELIFE Storage Bags [3 Pack/100L] Large Blanket Clothes Organization and Storage Containers for Comforters,Bedding, Foldable Organizer with Reinforced Handle, Clear Window, Sturdy Zippers,Gray", "asin": "B08JPVWLB8", "price": "$13.59", "delivery": "One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items"},
  {"title": "Amazon Basics Roll-Up Travel Zipper Storage Bags, 12 count (6 Small & 6 Medium), Multiple, Clear", "asin": "B0B298NWP1", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 26"}]
  <|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": "2025-04-26T03:30:40.527Z", // 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>
  