<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T06:44:11.753Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T06:44:35.141Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:29.443Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:55.430Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T09:30:43.745Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:45.119Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:59.192Z", "action": "click_product", "action_argument": "B00F1U0YB4"}
{"timestamp": "2025-04-14T09:36:18.314Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:36:18.356Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.321Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.355Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:05.522Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:05.694Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:53.835Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:53.865Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:39:25.435Z", "action": "purchase", "action_argument": "B01NCJSM2T, B00F1U0YB4, B0043P0IAK, B0BSNXFDML"}
{"timestamp": "2025-04-14T09:43:54.630Z", "action": "click_product", "action_argument": "B0DRFCSMFZ"}
{"timestamp": "2025-04-14T09:44:10.071Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:44:10.186Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T23:39:33.129Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T23:39:41.508Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-14T23:39:57.190Z", "action": "input", "action_argument": "g r"}
{"timestamp": "2025-04-14T23:39:57.217Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:39:57.271Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:39:57.312Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:41:03.652Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T23:41:44.540Z", "action": "purchase", "action_argument": "B0DRFCSMFZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-22T01:25:34.121Z", "action": "input", "action_argument": "net shade for plant"}
<|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": "net shade for plant"
}
  ],
  "cart_items": [
    {"title": "Finish - All in 1 - Dishwasher Detergent - Powerball - Dishwashing Tablets - Dish Tabs - Fresh Scent, 94 Count (Pack of 1) - Packaging May Vary", "asin": "B06XX33G82", "price": "$27.83", "quantity": "1"},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Rainwater, 33 OZ", "asin": "B07MFMWFYL", "price": "$8.58", "quantity": "1"},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Hinged Knee Support with Patented X-Strap Fixing System, Strong Stability for Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, MCL, Runner, Sport, Workout", "asin": "B0CQNJCMV4", "price": "$59.89", "quantity": "1"},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Adjustable Hinged Knee Support with Removable Side Stabilizers, Strong Stability for Joint Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, Runner, Sports", "asin": "B0C3H9DF62", "price": "$42.33", "quantity": "1"},
    {"title": "KGOI Knee Brace for Women & Men for Acl/Pcl/Mcl, Meniscus Tear, Ligament/Sports Injuries, Arthritis (OA), Knee Joint Pain Relief & Support (Black, Size-5) CHECK SIZE CHART FOR BEST FIT (PIC 2&3)", "asin": "B0D4M1MWV6", "price": "$169.00", "quantity": "1"},
    {"title": "Corsair Vengeance RGB Pro 16GB (2x8GB) DDR4 3600 (PC4-28800) C18 1.35V Desktop Memory - White (CMH16GX4M2D3600C18W)", "asin": "B08SQ75MP7", "price": "$54.99", "quantity": "1"},
    {"title": "RISEN Cohesive Bandage 2\u201d x 5 Yards, 6 Rolls, Self Adherent Wrap Medical Tape, Adhesive Flexible Breathable First Aid Gauze Ideal for Stretch Athletic", "asin": "B07QX71PL2", "price": "$7.99", "quantity": "1"},
    {"title": "Scotchgard Outdoor Water Shield, Water Repellent Spray for Outdoor Summer and Spring Gear and Patio Furniture, Fabric Spray for Protection Against the Rainy Spring Weather, 13 oz", "asin": "B01M5BI455", "price": "$7.39", "quantity": "1"},
    {"title": "Auto Cloth Changing Mini Mop, 360\u00b0Rotating Auto Cloth Changing Mop with Reusable Rags for Bathroom & Kitchen, Changing Towel Without Touching Dirty, Lightweight (Purple,71cm/28in)", "asin": "B0DJF89H61", "price": "$7.99", "quantity": "1"},
    {"title": "MOIPEJO LED Flashlight Gloves, Gifts for Men Him Boyfriend Husband, Cool Gadget Finger Lights Waterproof for Camping Fishing Repairing, Fathers Day Christmas Birthday Gift", "asin": "B08ZJQCZJ4", "price": "$19.99", "quantity": "1"},
    {"title": "Nature's Bounty Vitamin D3 K2 Supplement, 4000 IU Vitamin D3 Plus 100 mcg of Vitamin K for Heart & Bone Health Support, 30 Day Supply, 30 Vegetarian Capsules, K2 + D3 Supplements for Adults", "asin": "B0CXZKYFF9", "price": "$11.99", "quantity": "1"},
    {"title": "ZeroWater Official 5-Stage Water Filter for Replacement, NSF Certified to Reduce Lead, Other Heavy Metals and PFOA/PFOS, 4-Pack, White", "asin": "B00C7N7L1E", "price": "$48.59", "quantity": "1"},
    {"title": "ZeroWater Official Replacement Filter - 5-Stage 0 TDS Filter Replacement - System IAPMO Certified to Reduce Lead, Chromium, and PFOA/PFOS, 2-Pack", "asin": "B001CUQ1C8", "price": "$27.99", "quantity": "1"},
    {"title": "AIDEA Microfiber Cleaning Cloth 24 Pack, 12inx16in Microfiber Towel for Cars, Soft & Absorbent Microfiber Towels, Lint Free Cleaning Cloth, Premium Wash Cloth for House, Kitchen, Car, Shop Towels", "asin": "B0BSF59334", "price": "$9.99", "quantity": "1"},
    {"title": "USANOOKS Microfiber Cleaning Cloth Grey - 12 Pcs (12.5\"x12.5\") - High Performance - 1200 Washes, Ultra Absorbent Microfiber Towel Weave Grime & Liquid for Streak-Free Mirror Shine - Car Washing Cloth", "asin": "B08BRJHJF9", "price": "$8.98", "quantity": "1"},
    {"title": "Eyelash Extension Glue, Extra Strong Professional Eyelash Glue, 1 Sec Drying time, 7-9 Weeks Retention, lash Extension Glue or Semi-Permanent Eyelash Extensions (0.17fl.oz / 5ml)", "asin": "B0C9MLMDTC", "price": "$4.99", "quantity": "1"},
    {"title": "BUYDEEM G553 5-Quart Electric Food Steamer for Cooking, One Touch Vegetable Steamer, Digital Multifunctional Steamer, Quick Steam in 60s, Stainless Steel Steamer Tray, No Stew Pots Included", "asin": "B0C3RGFNKM", "price": "$229.99", "quantity": "1"},
    {"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin, 10.1 Oz", "asin": "B002D48QUC", "price": "$19.00", "quantity": "1"},
    {"title": "CreazyBee Vegetable Planting Mounting Potassium Dihydrogen Phosphate Fertilizer for Home Garden Veggies, Flowers, Herbs Planting, No Chlorine, Low Salt Index, Soluble in Water (White)", "asin": "B087255QHB", "price": "$16.98", "quantity": "1"},
    {"title": "Machine Learning System Design Interview", "asin": "1736049127", "price": "$30.86", "quantity": "1"},
    {"title": "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems", "asin": "1098125975", "price": "$53.99", "quantity": "1"},
    {"title": "Holikme 7 Pack Deep Cleaning Brush Set, Scrub Pads with Scraper Tip for Pool Walls, Bathroom, Grout, Floor, Tub, Shower and Kitchen Surface, Abrasive Wheel Brushes (Green)", "asin": "B088NFBS3B", "price": "$7.94", "quantity": "1"}
  ],
  "promotion_items": [
    {"title": "23.6\" Outdoor Mesh Plant Enclosure, Plant Cover for Pests, Bird and Pest Protection Guard for Fruit, Vegetables, Flowers and Herbs Pop-Up Cage 15.7 x 15.7 x 23.6 Inches", "asin": "B0D97W93C8", "price": "$15.99", "quantity": ""},
    {"title": "VIVOSUN Sunblock Shade Cloth, 50%-60% Shade Net, 6.5' x 6.5' Black Garden Shade Mesh with Grommets for Plant Covers, Swimming Pools, Patios, and Yards", "asin": "B07WHXFW7Z", "price": "$17.99", "quantity": ""},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "quantity": ""},
    {"title": "LOVE STORY 6x12FT 55% Black Shade Cloth Sun Shade Net UV Resistant Mesh Tarp Plant Cover Sunblock Net for Garden,Greenhouse,Vegetables,Flowers", "asin": "B0CKX9MYY8", "price": "$9.99", "quantity": ""},
    {"title": "", "asin": "B0D183RKGY", "price": "", "quantity": ""},
    {"title": "LOVE STORY 10x20FT 55% Black Shade Cloth Sun Shade Net with Grommets Sunblock Net Mesh Tarp for Garden,Plants Cover,Greenhouse and Patio", "asin": "B09NQVXK1R", "price": "$19.99", "quantity": ""},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "quantity": ""},
    {"title": "Agfabric Garden Netting 6.5'x10' Insect Pest Barrier Bird Netting for Garden Protection,Row Cover Mesh Netting for Vegetables Fruit Trees and Plants,White", "asin": "B014F0PXRU", "price": "$19.31", "quantity": ""},
    {"title": "Unves Garden Netting, 10 x 30 Ft Garden Mesh Mosquito Netting, Reusable Plant Cover Bug Insect Brid Net for Protecting Vegetables Fruits Trees Flowers Blueberries Tomatoes", "asin": "B0BKQ3Y2KC", "price": "$17.99", "quantity": ""},
    {"title": "Royal Shade 5' x 50' Green Fence Privacy Screen Windscreen Cover Netting Mesh Fabric Cloth - Cable Zip Ties Included (We Make Custom Size)", "asin": "B07D9Y3LHH", "price": "$47.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "KAAOGITY 55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (20 x 30 FT)",
  "asin": "B0C3RSZHM9"
},
    {
  "title": "KAAOGITY 55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (20 x 20 FT)",
  "asin": "B0BRHBD4JP"
},
    {
  "title": "KAAOGITY 55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (6 x 20 FT)",
  "asin": "B0D2SBMQSL"
}
  ],
  "search_results": [
    {"title": "VIVOSUN Sunblock Shade Cloth, 50%-60% Shade Net, 6.5' x 6.5' Black Garden Shade Mesh with Grommets for Plant Covers, Swimming Pools, Patios, and Yards", "asin": "B07WHXFW7Z", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 6x12FT 55% Black Shade Cloth Sun Shade Net UV Resistant Mesh Tarp Plant Cover Sunblock Net for Garden,Greenhouse,Vegetables,Flowers", "asin": "B0CKX9MYY8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40% Shade Cloth for Garden 8x16Ft, Plant Shade Cloth for Greenhouse, Sunblock Mesh Tarp for Garden Plants, Vegetables, Flowers, Cucumbers,Lettuce, Tomatoes, UV Resistant.", "asin": "B0D8KPFF9Z", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "23.6\" Outdoor Mesh Plant Enclosure, Plant Cover for Pests, Bird and Pest Protection Guard for Fruit, Vegetables, Flowers and Herbs Pop-Up Cage 15.7 x 15.7 x 23.6 Inches", "asin": "B0D97W93C8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (6.5 x 10 FT)", "asin": "B0BRHD8VVF", "price": "$13.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Cool Area 55% 6.5x10ft Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black", "asin": "B08ZST38G2", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "LOVE STORY 6x12FT 55% Black Shade Cloth Sun Shade Net UV Resistant Mesh Tarp Plant Cover Sunblock Net for Garden,Greenhouse,Vegetables,Flowers", "asin": "B0CKX9MYY8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth -90% Sunblock Net for Garden Patio,Shade Sails for Plants Greenhouse Outdoor Pergola Lawn Kennel Chicken Coop Easier to Hang Sun Protection Net Cover", "asin": "B09XVKKKGM", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth -for Garden Plants,60-70% Sunblock Shade Neting -for Outdoor Garden Bed Neting Mesh Pergola Patio Lawn Sun Cloth - for Dog Kennel Cover Chicken Coop", "asin": "B0BTP5XDKW", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2pack Pest Guard Cover,22.8x22.8x22.8 Inches Garden Mesh Plant Cover Insect Bird Barrier Netting Mesh Outdoor Mesh Plant Enclosure Plant Tent Cover Pest Protection Guard for Fruit Vegetables", "asin": "B0DQTYDPS6", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Insect Bird Barrier Mesh, Garden Netting Barrier, Bird Netting, Netting for Plant with Drawstring, 3.5 x 4.6 FT Tomato Protective Cover, Large Potted Fruit Protectors Cover for Blueberry Bushes", "asin": "B08B3D4979", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Nylon Mesh Anti Bird Netting 7.5 X 15 m for Fruit Trees Bird Netting for Chicken Coop, Garden Netting, Plant Netting, Tree Protectors, Aviary Netting", "asin": "B07BQC3HDY", "price": "$31.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "4 Pack Garden Mesh Netting with Drawstring for Cicadas,Insect Bird Barrier Mesh,Plants Cover for Blueberry Bushes,Citrus,Tomatoes,Vegetables,Fruit Tree Flowers Apple and Mango Tree", "asin": "B0DSHVM46G", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Ashman Plastic Mesh Fence, 4'x50' Feet, 1 Roll, Green, Construction Barrier Netting, Garden Fencing, Fences Wrap, Above Ground, for Snow, Poultry, Chicken, Deer, Patio, Garden Netting, Green 50FT.", "asin": "B0BPR8891R", "price": "$29.99", "delivery": "FREE delivery Apr 25 - 30"},
    {"title": "50% Shade Cloth, 6.5x10FT Sun Shade Cover Net Mesh Tarp with Grommets for Greenhouse, Plant, Garden, Patio, Pergola, Sun Shade Canopy Black", "asin": "B0D2B49JF3", "price": "$8.99", "delivery": "FREE delivery Sun, Apr 27 for Prime members"},
    {"title": "55% Shade Cloth for Garden, Sunblock Mesh UV Resistant Net for Vegetables Flowers Greenhouse Raised Bed, Plant Shade Cover from Sun, Black (6.5X10 FT)", "asin": "B0DTZ4KZ94", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Netting, Plant Covers 10x33Ft Net Ultra Fine Mesh Protection Netting for Vegetable Plants Fruits Flowers Crops Greenhouse Row Cover Raised Bed Barrier Screen Protection Net Cover", "asin": "B08MQHZK6Y", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "REBELLA 55% Shade Cloth,6.5ft x10ft Shade Cloth for Garden Sunblock Plants Cover from Sun Mesh Trap UV Resistant Net for Garden,Plants,Flower, Greenhouse,Black", "asin": "B0BV6NLLNY", "price": "$7.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Shade Cloth for Garden Plants Greenhouse, 40-50% Sunblock Neting -for Outdoor Garden Lawn Plant Sun Shade Cloths for Kennel Chicken Coop Easier to Hang Net Cover", "asin": "B0BTDCC6L8", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden 50% Shade Cloth, 20 x 20 FT Sun Shade Mesh Tarp with Reinforced Grommets, Durable HDPE Material Outdoor Shade Cloth for Plants, Greenhouse, Pergola and Backyard Patio Sunshade", "asin": "B0CQRK1VL1", "price": "$34.19", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2pack Pop up Plant Shade Tent, Plant Shades for Outdoor Plants Mesh Plant Cover with 8 Stakes Pop up Sunblock Shade with Zipper Door Pest Guard Cover Protect Outdoor Plants from Animals(28x28x32in)", "asin": "B0DY7TGZMC", "price": "$38.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 6.5x10FT 55% Black Shade Cloth Sun Shade Net with Grommets Sunblock Net Mesh Tarp for Garden,Plants Cover,Greenhouse and Patio", "asin": "B09NQW6MQ6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "DECOHS 33\" x 33\" x 33\" UV Resisitant 80% Pop up Plant Shade Tent, Garden Sunshade Cloth Sun Protection Tent, Sunblock Plant Cover Net with Stakes for Outdoor Plants Flower Potted", "asin": "B0DW2NRF92", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Coolaroo 50% UV Block Shade Cloth Fabric Roll for Garden and Greenhouse, 12' x 50', Forest Green", "asin": "B0037M8AB4", "price": "$161.60", "delivery": "FREE delivery Sat, Apr 26 for Prime members Only 2 left in stock (more on the way)."},
    {"title": "[WindscreenSupplyCo] 55% 3 x 6 FT Shade Cloth Sun Shade Net with Grommets Sunblock Mesh Tarp for Garden Plants Cover Greenhouse and Patio", "asin": "B0D9WW8429", "price": "$13.95", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "WindscreenSupplyCo] 40% 6.5 x 10FT Pre-Cut Eyelets Shade Cloth Sunblock Shade UV Resistant Net for Garden Greenhouse Flower Plant, Black", "asin": "B0DGVZQXM6", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Barrier Netting, Plant Covers 8x24ft Extra Fine Mesh 30% Sun Net Green Sunblock Mesh Shade Protection Netting for Vegetable Fruits Flowers Crops Row Cover Raised Bed Screen Against Birds Animal", "asin": "B08WQ7P4B5", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2pack Foldable Plant Shade Tent, Raised Garden Bed Cover Plants Sun Shade Cloth with Stakes Garden Plant Protector UV Resisitant Sunblock Shade Net Crop Cages for Outdoor Plants(33 * 13 * 15in)", "asin": "B0DX1MNKN2", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "90% Blackish Green Shade Cloth, 6.5x10FT Resistant Garden Sun Shade Net, Durable Mesh Shade Tarp with Reinforced Grommets for Greenhouse, Plant, Chicken Coop, Pergola, Canopy", "asin": "B0C5XBRVXT", "price": "$15.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2PCS Pop up Plant Shade Tent, 28 * 28 * 32 Inch Zipper Door Plants Sun Shade Cloth UV Resisitant Plant Cover Tent Green Sunblock Net Garden Sun Protection with Stakes for Outdoor Plants", "asin": "B0DSKND539", "price": "$35.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "e.share Shade Cloth, 40%-50% Sunblock UV Protection, 10 FT X 6.5 FT can Custom Size Sun Mesh Net for Garden Plant Cover, Flowers and Greenhouse, Black", "asin": "B07432N7FD", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "90% Shade Cloth,3x6ft Tear Resistant Sun Shade Net with Reinforced Grommet,Durable Garden Shade Tarp Cover for Greenhouse,Plant Cover, Chicken Coop,Patio and Pergola,Black", "asin": "B0DSF3K799", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2 Packs Plant Shade Tent, Garden Netting Bug and Shade Covers with Ground Spikes, UV Resisitant Sunblock Net, Sunshade Cloth Protect Outdoor Plants from Animals (22x22x22 Inch)", "asin": "B0DSBLT1J5", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Porayhut Pop up Sunshade Cloth Pack of 2,Easy Open Crop Shade Net UV Resisitant Plant 80% Sunblock Net for Mini Flower Pot with Stakes", "asin": "B0C5SJFNST", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 24"},
    {"title": "Insect Barrier Plant Tent Cover -Shade and Insect Protection - Durable Plant Gardening Net for Vegetables and Fruits, Pest, Protection Cover (22x22x23Inch) (S)", "asin": "B0D3HJXY1Y", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 10x20FT 55% Black Shade Cloth Sun Shade Net with Grommets Sunblock Net Mesh Tarp for Garden,Plants Cover,Greenhouse and Patio", "asin": "B09NQVXK1R", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Cool Area 55% Sun Shade Cloth Mesh Tarp with Grommets for Plant Cover 6.5x10ft Patio Canopy Garden Pergola Greenhouse Car Barn Kennel Black", "asin": "B0B4MRQ3DT", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "winemana 70% Black Shade Cloth, 10 x 20 FT Durable Mesh Tarp with Grommets, Resistant Garden Sun Shade Netting with Taped Edge for Plant Cover, Greenhouse, Patio, Tomatoes, Chicken Coop, Barn Kennel", "asin": "B088QLBZ3N", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Shade Cloth - for Plants Heat Protection 6'x3', 70% Vegetable Greenhouse Canopy with Grommets, Chicken Coop & Dog Kennel Cover, Outdoor Sun Tarp of Backyard & Balcony", "asin": "B0BV29TL6P", "price": "$9.89", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 3x6FT 90% Black Garden Shade Cloth, Sun Shade Cover Net Mesh Tarp with Grommets, Sunblock Net for Garden,Greenhouse,Plants and Patio", "asin": "B0CJDSK3HG", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Wenfan Planter Raised Bed Sun Shade 70% Shade Cloth with Garden Hoops for 6x3x1Ft/4x2x1Ft Raised Garden Bed Sunshade Kit Garden Tunnel Shade Net Cover Adjustable Height Raised Bed Sunblock Cover", "asin": "B0DZHD7Q11", "price": "$28.99", "delivery": "FREE delivery Apr 29 - May 2 for Prime members"},
    {"title": "Garden Hoops Grow Tunnel, 6 Sets of 7FT Greenhouse Hoops for Raised Beds, Rust-Proof Fiberglass Frame for Garden Netting, Small Greenhouse Kit, Shade Cloth, Plant Row Covers, 30pcs", "asin": "B0BM9WXNV6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "2 Pack Garden Tunnel Shade Net Cover - 10FT Shade Net Tunnel Plant Row Cover - Plant Gardening Net for Greenhouse Garden Patio Plants", "asin": "B0CP38QR2M", "price": "$43.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Kesfitt Garden 40% Shade Cloth, Resistant Sun Shade Net 10x20FT Mesh Tarp with HDPE Material and Reinforced Grommets Shade Trap for Greenhouse, Plant, Pergola, and Backyard Patio Sunshade", "asin": "B09LQVK8TY", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40 PCS Garden Clips, Greenhouse Clamps Made of Stainless Steel, Greenhouse Clips for Netting, Have a Strong Grip to Hold Down the Shade Cloth or Plant Cover on Garden Hoops", "asin": "B09BQSNHZV", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth for Garden, 40% 20 x 20 FT Black Mesh Tarp with Reinforced Grommets, Sun Shade Net Greenhouse Shade Cloth for Plants Cover, Vegetables, Patio, Chicken Coop Sunshade", "asin": "B0CX56H1Y9", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Shade Cloth for Garden 70% Mesh Tarp with Grommets for Plants Greenhouse Cover 6X3FT Outdoor Sunblock Neting for Patio Pergola Deck Sturdy and Breathable Fabric Net", "asin": "B0BTYR7NXB", "price": "$8.94", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "50% Shade Cloth, 6.5x10FT Black Sun Shade Cover for Plants, Garden, Greenhouse, Patio, Chicken Coop", "asin": "B0C2H53PKB", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (20 x 30 FT)", "asin": "B0C3RSZHM9", "price": "$29.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "10 * 50FT Garden Mesh Barrier, Ultra Fine Plant Netting for Protection, Fruit Tree Net for Vegetable Blueberry Bushes Plant Row Cover Screen", "asin": "B0BW58PCSH", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM"},
    {"title": "50% Sunblock Shade Cloth Net Black Resistant - 8x20 Ft Garden Shade Mesh for Plant Cover, Greenhouse, Chicken Coop, Kennels, Tomatoes Plants", "asin": "B08SM8652L", "price": "$17.09", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Large Tunnel 8.2'x4' Sunshade Cloth Gardening Net,Easy Set up 6FT Tall Crops Shade Net Cover, UV Resistant Plant 80% Sunblock Net for Vegetables,Fruits and Mini Flower Pot with Stakes and Carry", "asin": "B0CXM5K3R1", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Netting Ultra Fine 8x10Ft, Plants Cover, Barrier Mesh for Plant Vegetables Fruit Flower Tree, Row Covers Raised Bed Protection Net, Bird Animals Screen", "asin": "B0BRY3RMB7", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "FOTMISHU 70% Shade Cloth 6.5ftx10ft Anti-Aging Sun Mesh UV Resistant Net, Sunblock Garden Tarp for Plant Cover, Greenhouse, Barn or Kennel, Flowers, Plants", "asin": "B07TG8KR4N", "price": "$13.99", "delivery": "FREE delivery Thu, Apr 24 Only 3 left in stock - order soon."},
    {"title": "2pack Pop up Plant Sunshade Cloth,Plant Sun Shade Net for Flower UV Cover for Outdoor Gardens Sunblock Shade Cover with Carry Bag and 16 Stakes", "asin": "B0D84GST15", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM"},
    {"title": "2 in 1 Portable Greenhouse Protection from Sun Heat,Garden Tunnel Shade Net Cover with Quick-Release Technology,Row Covers for Vegetables Plant Cover from Sun (Pack 1)", "asin": "B0CTHNDZRJ", "price": "$29.95", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Tunnel Shade Net Cover Greenhouse Protection from Sun Heat Gardening Green House Sun Shades Cloche Hoops Plant Covers Hoop House Outside Heavy Duty Garden Row Cold Green Houses Kit", "asin": "B08WZ8NSCL", "price": "$45.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "70% Black Shade Cloth, 6.5x10FT Resistant Garden Sun Shade Net, Durable Mesh Shade Tarp with Reinforced Grommets for Greenhouse, Plant, Chicken Coop, Pergola,Canopy (6.5ft*10ft)", "asin": "B0BYMKHBRJ", "price": "$12.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40% Black 6.5'x10' Sun Mesh Net Sunblock Shade Cloth Cover UV Resistant for Garden Flower Car Plant Cover Patio Canopy Pergola Greenhouse", "asin": "B00LBUO22K", "price": "$11.60", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Pop up Plant Shade Tent, Plant Shades for Outdoor Plants Mesh Plant Cover with 8 Stakes Pop up Gardening Net Cover with Zipper Door Pest Guard Cover Protect Outdoor Plants from Animals\uff08 28x28x32in\uff09", "asin": "B0DY7VLK8J", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2PCS Pop up Plant Shade Tent, 28 * 28 * 32 Inch Zipper Door Plants Sun Shade Cloth UV Resisitant Plant Cover Tent Green Sunblock Net Garden Sun Protection with Stakes for Outdoor Plants", "asin": "B0DSKND539", "price": "$35.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Cuttable Shade Cloth for Garden - 10x30FT 50% UV-Resistant Mesh Tarp with Rope, Black Sun Cover Net for Patio Greenhouse Raised Beds Plants", "asin": "B0DWX72JCY", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T01:42:46.263Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

user
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T06:44:11.753Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T06:44:35.141Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:29.443Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:55.430Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T09:30:43.745Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:45.119Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:59.192Z", "action": "click_product", "action_argument": "B00F1U0YB4"}
{"timestamp": "2025-04-14T09:36:18.314Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:36:18.356Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.321Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.355Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:05.522Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:05.694Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:53.835Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:53.865Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:39:25.435Z", "action": "purchase", "action_argument": "B01NCJSM2T, B00F1U0YB4, B0043P0IAK, B0BSNXFDML"}
{"timestamp": "2025-04-14T09:43:54.630Z", "action": "click_product", "action_argument": "B0DRFCSMFZ"}
{"timestamp": "2025-04-14T09:44:10.071Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:44:10.186Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T23:39:33.129Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T23:39:41.508Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-14T23:39:57.190Z", "action": "input", "action_argument": "g r"}
{"timestamp": "2025-04-14T23:39:57.217Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:39:57.271Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:39:57.312Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:41:03.652Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T23:41:44.540Z", "action": "purchase", "action_argument": "B0DRFCSMFZ"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-22T01:25:34.121Z", "action": "input", "action_argument": "net shade for plant"}
<|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": "net shade for plant"
}
  ],
  "cart_items": [
    {"title": "Finish - All in 1 - Dishwasher Detergent - Powerball - Dishwashing Tablets - Dish Tabs - Fresh Scent, 94 Count (Pack of 1) - Packaging May Vary", "asin": "B06XX33G82", "price": "$27.83", "quantity": "1"},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Rainwater, 33 OZ", "asin": "B07MFMWFYL", "price": "$8.58", "quantity": "1"},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Hinged Knee Support with Patented X-Strap Fixing System, Strong Stability for Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, MCL, Runner, Sport, Workout", "asin": "B0CQNJCMV4", "price": "$59.89", "quantity": "1"},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Adjustable Hinged Knee Support with Removable Side Stabilizers, Strong Stability for Joint Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, Runner, Sports", "asin": "B0C3H9DF62", "price": "$42.33", "quantity": "1"},
    {"title": "KGOI Knee Brace for Women & Men for Acl/Pcl/Mcl, Meniscus Tear, Ligament/Sports Injuries, Arthritis (OA), Knee Joint Pain Relief & Support (Black, Size-5) CHECK SIZE CHART FOR BEST FIT (PIC 2&3)", "asin": "B0D4M1MWV6", "price": "$169.00", "quantity": "1"},
    {"title": "Corsair Vengeance RGB Pro 16GB (2x8GB) DDR4 3600 (PC4-28800) C18 1.35V Desktop Memory - White (CMH16GX4M2D3600C18W)", "asin": "B08SQ75MP7", "price": "$54.99", "quantity": "1"},
    {"title": "RISEN Cohesive Bandage 2\u201d x 5 Yards, 6 Rolls, Self Adherent Wrap Medical Tape, Adhesive Flexible Breathable First Aid Gauze Ideal for Stretch Athletic", "asin": "B07QX71PL2", "price": "$7.99", "quantity": "1"},
    {"title": "Scotchgard Outdoor Water Shield, Water Repellent Spray for Outdoor Summer and Spring Gear and Patio Furniture, Fabric Spray for Protection Against the Rainy Spring Weather, 13 oz", "asin": "B01M5BI455", "price": "$7.39", "quantity": "1"},
    {"title": "Auto Cloth Changing Mini Mop, 360\u00b0Rotating Auto Cloth Changing Mop with Reusable Rags for Bathroom & Kitchen, Changing Towel Without Touching Dirty, Lightweight (Purple,71cm/28in)", "asin": "B0DJF89H61", "price": "$7.99", "quantity": "1"},
    {"title": "MOIPEJO LED Flashlight Gloves, Gifts for Men Him Boyfriend Husband, Cool Gadget Finger Lights Waterproof for Camping Fishing Repairing, Fathers Day Christmas Birthday Gift", "asin": "B08ZJQCZJ4", "price": "$19.99", "quantity": "1"},
    {"title": "Nature's Bounty Vitamin D3 K2 Supplement, 4000 IU Vitamin D3 Plus 100 mcg of Vitamin K for Heart & Bone Health Support, 30 Day Supply, 30 Vegetarian Capsules, K2 + D3 Supplements for Adults", "asin": "B0CXZKYFF9", "price": "$11.99", "quantity": "1"},
    {"title": "ZeroWater Official 5-Stage Water Filter for Replacement, NSF Certified to Reduce Lead, Other Heavy Metals and PFOA/PFOS, 4-Pack, White", "asin": "B00C7N7L1E", "price": "$48.59", "quantity": "1"},
    {"title": "ZeroWater Official Replacement Filter - 5-Stage 0 TDS Filter Replacement - System IAPMO Certified to Reduce Lead, Chromium, and PFOA/PFOS, 2-Pack", "asin": "B001CUQ1C8", "price": "$27.99", "quantity": "1"},
    {"title": "AIDEA Microfiber Cleaning Cloth 24 Pack, 12inx16in Microfiber Towel for Cars, Soft & Absorbent Microfiber Towels, Lint Free Cleaning Cloth, Premium Wash Cloth for House, Kitchen, Car, Shop Towels", "asin": "B0BSF59334", "price": "$9.99", "quantity": "1"},
    {"title": "USANOOKS Microfiber Cleaning Cloth Grey - 12 Pcs (12.5\"x12.5\") - High Performance - 1200 Washes, Ultra Absorbent Microfiber Towel Weave Grime & Liquid for Streak-Free Mirror Shine - Car Washing Cloth", "asin": "B08BRJHJF9", "price": "$8.98", "quantity": "1"},
    {"title": "Eyelash Extension Glue, Extra Strong Professional Eyelash Glue, 1 Sec Drying time, 7-9 Weeks Retention, lash Extension Glue or Semi-Permanent Eyelash Extensions (0.17fl.oz / 5ml)", "asin": "B0C9MLMDTC", "price": "$4.99", "quantity": "1"},
    {"title": "BUYDEEM G553 5-Quart Electric Food Steamer for Cooking, One Touch Vegetable Steamer, Digital Multifunctional Steamer, Quick Steam in 60s, Stainless Steel Steamer Tray, No Stew Pots Included", "asin": "B0C3RGFNKM", "price": "$229.99", "quantity": "1"},
    {"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin, 10.1 Oz", "asin": "B002D48QUC", "price": "$19.00", "quantity": "1"},
    {"title": "CreazyBee Vegetable Planting Mounting Potassium Dihydrogen Phosphate Fertilizer for Home Garden Veggies, Flowers, Herbs Planting, No Chlorine, Low Salt Index, Soluble in Water (White)", "asin": "B087255QHB", "price": "$16.98", "quantity": "1"},
    {"title": "Machine Learning System Design Interview", "asin": "1736049127", "price": "$30.86", "quantity": "1"},
    {"title": "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems", "asin": "1098125975", "price": "$53.99", "quantity": "1"},
    {"title": "Holikme 7 Pack Deep Cleaning Brush Set, Scrub Pads with Scraper Tip for Pool Walls, Bathroom, Grout, Floor, Tub, Shower and Kitchen Surface, Abrasive Wheel Brushes (Green)", "asin": "B088NFBS3B", "price": "$7.94", "quantity": "1"}
  ],
  "promotion_items": [
    {"title": "23.6\" Outdoor Mesh Plant Enclosure, Plant Cover for Pests, Bird and Pest Protection Guard for Fruit, Vegetables, Flowers and Herbs Pop-Up Cage 15.7 x 15.7 x 23.6 Inches", "asin": "B0D97W93C8", "price": "$15.99", "quantity": ""},
    {"title": "VIVOSUN Sunblock Shade Cloth, 50%-60% Shade Net, 6.5' x 6.5' Black Garden Shade Mesh with Grommets for Plant Covers, Swimming Pools, Patios, and Yards", "asin": "B07WHXFW7Z", "price": "$17.99", "quantity": ""},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "quantity": ""},
    {"title": "LOVE STORY 6x12FT 55% Black Shade Cloth Sun Shade Net UV Resistant Mesh Tarp Plant Cover Sunblock Net for Garden,Greenhouse,Vegetables,Flowers", "asin": "B0CKX9MYY8", "price": "$9.99", "quantity": ""},
    {"title": "", "asin": "B0D183RKGY", "price": "", "quantity": ""},
    {"title": "LOVE STORY 10x20FT 55% Black Shade Cloth Sun Shade Net with Grommets Sunblock Net Mesh Tarp for Garden,Plants Cover,Greenhouse and Patio", "asin": "B09NQVXK1R", "price": "$19.99", "quantity": ""},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "quantity": ""},
    {"title": "Agfabric Garden Netting 6.5'x10' Insect Pest Barrier Bird Netting for Garden Protection,Row Cover Mesh Netting for Vegetables Fruit Trees and Plants,White", "asin": "B014F0PXRU", "price": "$19.31", "quantity": ""},
    {"title": "Unves Garden Netting, 10 x 30 Ft Garden Mesh Mosquito Netting, Reusable Plant Cover Bug Insect Brid Net for Protecting Vegetables Fruits Trees Flowers Blueberries Tomatoes", "asin": "B0BKQ3Y2KC", "price": "$17.99", "quantity": ""},
    {"title": "Royal Shade 5' x 50' Green Fence Privacy Screen Windscreen Cover Netting Mesh Fabric Cloth - Cable Zip Ties Included (We Make Custom Size)", "asin": "B07D9Y3LHH", "price": "$47.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "KAAOGITY 55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (20 x 30 FT)",
  "asin": "B0C3RSZHM9"
},
    {
  "title": "KAAOGITY 55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (20 x 20 FT)",
  "asin": "B0BRHBD4JP"
},
    {
  "title": "KAAOGITY 55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (6 x 20 FT)",
  "asin": "B0D2SBMQSL"
}
  ],
  "search_results": [
    {"title": "VIVOSUN Sunblock Shade Cloth, 50%-60% Shade Net, 6.5' x 6.5' Black Garden Shade Mesh with Grommets for Plant Covers, Swimming Pools, Patios, and Yards", "asin": "B07WHXFW7Z", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 6x12FT 55% Black Shade Cloth Sun Shade Net UV Resistant Mesh Tarp Plant Cover Sunblock Net for Garden,Greenhouse,Vegetables,Flowers", "asin": "B0CKX9MYY8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40% Shade Cloth for Garden 8x16Ft, Plant Shade Cloth for Greenhouse, Sunblock Mesh Tarp for Garden Plants, Vegetables, Flowers, Cucumbers,Lettuce, Tomatoes, UV Resistant.", "asin": "B0D8KPFF9Z", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "23.6\" Outdoor Mesh Plant Enclosure, Plant Cover for Pests, Bird and Pest Protection Guard for Fruit, Vegetables, Flowers and Herbs Pop-Up Cage 15.7 x 15.7 x 23.6 Inches", "asin": "B0D97W93C8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (6.5 x 10 FT)", "asin": "B0BRHD8VVF", "price": "$13.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Cool Area 55% 6.5x10ft Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black", "asin": "B08ZST38G2", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "LOVE STORY 6x12FT 55% Black Shade Cloth Sun Shade Net UV Resistant Mesh Tarp Plant Cover Sunblock Net for Garden,Greenhouse,Vegetables,Flowers", "asin": "B0CKX9MYY8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth -90% Sunblock Net for Garden Patio,Shade Sails for Plants Greenhouse Outdoor Pergola Lawn Kennel Chicken Coop Easier to Hang Sun Protection Net Cover", "asin": "B09XVKKKGM", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth -for Garden Plants,60-70% Sunblock Shade Neting -for Outdoor Garden Bed Neting Mesh Pergola Patio Lawn Sun Cloth - for Dog Kennel Cover Chicken Coop", "asin": "B0BTP5XDKW", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2pack Pest Guard Cover,22.8x22.8x22.8 Inches Garden Mesh Plant Cover Insect Bird Barrier Netting Mesh Outdoor Mesh Plant Enclosure Plant Tent Cover Pest Protection Guard for Fruit Vegetables", "asin": "B0DQTYDPS6", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Insect Bird Barrier Mesh, Garden Netting Barrier, Bird Netting, Netting for Plant with Drawstring, 3.5 x 4.6 FT Tomato Protective Cover, Large Potted Fruit Protectors Cover for Blueberry Bushes", "asin": "B08B3D4979", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Nylon Mesh Anti Bird Netting 7.5 X 15 m for Fruit Trees Bird Netting for Chicken Coop, Garden Netting, Plant Netting, Tree Protectors, Aviary Netting", "asin": "B07BQC3HDY", "price": "$31.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "4 Pack Garden Mesh Netting with Drawstring for Cicadas,Insect Bird Barrier Mesh,Plants Cover for Blueberry Bushes,Citrus,Tomatoes,Vegetables,Fruit Tree Flowers Apple and Mango Tree", "asin": "B0DSHVM46G", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Ashman Plastic Mesh Fence, 4'x50' Feet, 1 Roll, Green, Construction Barrier Netting, Garden Fencing, Fences Wrap, Above Ground, for Snow, Poultry, Chicken, Deer, Patio, Garden Netting, Green 50FT.", "asin": "B0BPR8891R", "price": "$29.99", "delivery": "FREE delivery Apr 25 - 30"},
    {"title": "50% Shade Cloth, 6.5x10FT Sun Shade Cover Net Mesh Tarp with Grommets for Greenhouse, Plant, Garden, Patio, Pergola, Sun Shade Canopy Black", "asin": "B0D2B49JF3", "price": "$8.99", "delivery": "FREE delivery Sun, Apr 27 for Prime members"},
    {"title": "55% Shade Cloth for Garden, Sunblock Mesh UV Resistant Net for Vegetables Flowers Greenhouse Raised Bed, Plant Shade Cover from Sun, Black (6.5X10 FT)", "asin": "B0DTZ4KZ94", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Netting, Plant Covers 10x33Ft Net Ultra Fine Mesh Protection Netting for Vegetable Plants Fruits Flowers Crops Greenhouse Row Cover Raised Bed Barrier Screen Protection Net Cover", "asin": "B08MQHZK6Y", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "REBELLA 55% Shade Cloth,6.5ft x10ft Shade Cloth for Garden Sunblock Plants Cover from Sun Mesh Trap UV Resistant Net for Garden,Plants,Flower, Greenhouse,Black", "asin": "B0BV6NLLNY", "price": "$7.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Shade Cloth for Garden Plants Greenhouse, 40-50% Sunblock Neting -for Outdoor Garden Lawn Plant Sun Shade Cloths for Kennel Chicken Coop Easier to Hang Net Cover", "asin": "B0BTDCC6L8", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden 50% Shade Cloth, 20 x 20 FT Sun Shade Mesh Tarp with Reinforced Grommets, Durable HDPE Material Outdoor Shade Cloth for Plants, Greenhouse, Pergola and Backyard Patio Sunshade", "asin": "B0CQRK1VL1", "price": "$34.19", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2pack Pop up Plant Shade Tent, Plant Shades for Outdoor Plants Mesh Plant Cover with 8 Stakes Pop up Sunblock Shade with Zipper Door Pest Guard Cover Protect Outdoor Plants from Animals(28x28x32in)", "asin": "B0DY7TGZMC", "price": "$38.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 6.5x10FT 55% Black Shade Cloth Sun Shade Net with Grommets Sunblock Net Mesh Tarp for Garden,Plants Cover,Greenhouse and Patio", "asin": "B09NQW6MQ6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "DECOHS 33\" x 33\" x 33\" UV Resisitant 80% Pop up Plant Shade Tent, Garden Sunshade Cloth Sun Protection Tent, Sunblock Plant Cover Net with Stakes for Outdoor Plants Flower Potted", "asin": "B0DW2NRF92", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Coolaroo 50% UV Block Shade Cloth Fabric Roll for Garden and Greenhouse, 12' x 50', Forest Green", "asin": "B0037M8AB4", "price": "$161.60", "delivery": "FREE delivery Sat, Apr 26 for Prime members Only 2 left in stock (more on the way)."},
    {"title": "[WindscreenSupplyCo] 55% 3 x 6 FT Shade Cloth Sun Shade Net with Grommets Sunblock Mesh Tarp for Garden Plants Cover Greenhouse and Patio", "asin": "B0D9WW8429", "price": "$13.95", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "WindscreenSupplyCo] 40% 6.5 x 10FT Pre-Cut Eyelets Shade Cloth Sunblock Shade UV Resistant Net for Garden Greenhouse Flower Plant, Black", "asin": "B0DGVZQXM6", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Barrier Netting, Plant Covers 8x24ft Extra Fine Mesh 30% Sun Net Green Sunblock Mesh Shade Protection Netting for Vegetable Fruits Flowers Crops Row Cover Raised Bed Screen Against Birds Animal", "asin": "B08WQ7P4B5", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2pack Foldable Plant Shade Tent, Raised Garden Bed Cover Plants Sun Shade Cloth with Stakes Garden Plant Protector UV Resisitant Sunblock Shade Net Crop Cages for Outdoor Plants(33 * 13 * 15in)", "asin": "B0DX1MNKN2", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "90% Blackish Green Shade Cloth, 6.5x10FT Resistant Garden Sun Shade Net, Durable Mesh Shade Tarp with Reinforced Grommets for Greenhouse, Plant, Chicken Coop, Pergola, Canopy", "asin": "B0C5XBRVXT", "price": "$15.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2PCS Pop up Plant Shade Tent, 28 * 28 * 32 Inch Zipper Door Plants Sun Shade Cloth UV Resisitant Plant Cover Tent Green Sunblock Net Garden Sun Protection with Stakes for Outdoor Plants", "asin": "B0DSKND539", "price": "$35.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "e.share Shade Cloth, 40%-50% Sunblock UV Protection, 10 FT X 6.5 FT can Custom Size Sun Mesh Net for Garden Plant Cover, Flowers and Greenhouse, Black", "asin": "B07432N7FD", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "90% Shade Cloth,3x6ft Tear Resistant Sun Shade Net with Reinforced Grommet,Durable Garden Shade Tarp Cover for Greenhouse,Plant Cover, Chicken Coop,Patio and Pergola,Black", "asin": "B0DSF3K799", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2 Packs Plant Shade Tent, Garden Netting Bug and Shade Covers with Ground Spikes, UV Resisitant Sunblock Net, Sunshade Cloth Protect Outdoor Plants from Animals (22x22x22 Inch)", "asin": "B0DSBLT1J5", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Porayhut Pop up Sunshade Cloth Pack of 2,Easy Open Crop Shade Net UV Resisitant Plant 80% Sunblock Net for Mini Flower Pot with Stakes", "asin": "B0C5SJFNST", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 24"},
    {"title": "Insect Barrier Plant Tent Cover -Shade and Insect Protection - Durable Plant Gardening Net for Vegetables and Fruits, Pest, Protection Cover (22x22x23Inch) (S)", "asin": "B0D3HJXY1Y", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 10x20FT 55% Black Shade Cloth Sun Shade Net with Grommets Sunblock Net Mesh Tarp for Garden,Plants Cover,Greenhouse and Patio", "asin": "B09NQVXK1R", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Cool Area 55% Sun Shade Cloth Mesh Tarp with Grommets for Plant Cover 6.5x10ft Patio Canopy Garden Pergola Greenhouse Car Barn Kennel Black", "asin": "B0B4MRQ3DT", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "winemana 70% Black Shade Cloth, 10 x 20 FT Durable Mesh Tarp with Grommets, Resistant Garden Sun Shade Netting with Taped Edge for Plant Cover, Greenhouse, Patio, Tomatoes, Chicken Coop, Barn Kennel", "asin": "B088QLBZ3N", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Shade Cloth for Garden Plant - 90% Sun Shade Netting 6X10FT Outdoor Mesh Tarp with Grommets for Greenhouse Chicken Coop Pergola Patio Black Shade Net Cover", "asin": "B09Q85SB48", "price": "$19.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Shade Cloth - for Plants Heat Protection 6'x3', 70% Vegetable Greenhouse Canopy with Grommets, Chicken Coop & Dog Kennel Cover, Outdoor Sun Tarp of Backyard & Balcony", "asin": "B0BV29TL6P", "price": "$9.89", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "LOVE STORY 3x6FT 90% Black Garden Shade Cloth, Sun Shade Cover Net Mesh Tarp with Grommets, Sunblock Net for Garden,Greenhouse,Plants and Patio", "asin": "B0CJDSK3HG", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Wenfan Planter Raised Bed Sun Shade 70% Shade Cloth with Garden Hoops for 6x3x1Ft/4x2x1Ft Raised Garden Bed Sunshade Kit Garden Tunnel Shade Net Cover Adjustable Height Raised Bed Sunblock Cover", "asin": "B0DZHD7Q11", "price": "$28.99", "delivery": "FREE delivery Apr 29 - May 2 for Prime members"},
    {"title": "Garden Hoops Grow Tunnel, 6 Sets of 7FT Greenhouse Hoops for Raised Beds, Rust-Proof Fiberglass Frame for Garden Netting, Small Greenhouse Kit, Shade Cloth, Plant Row Covers, 30pcs", "asin": "B0BM9WXNV6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "2 Pack Garden Tunnel Shade Net Cover - 10FT Shade Net Tunnel Plant Row Cover - Plant Gardening Net for Greenhouse Garden Patio Plants", "asin": "B0CP38QR2M", "price": "$43.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Kesfitt Garden 40% Shade Cloth, Resistant Sun Shade Net 10x20FT Mesh Tarp with HDPE Material and Reinforced Grommets Shade Trap for Greenhouse, Plant, Pergola, and Backyard Patio Sunshade", "asin": "B09LQVK8TY", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40 PCS Garden Clips, Greenhouse Clamps Made of Stainless Steel, Greenhouse Clips for Netting, Have a Strong Grip to Hold Down the Shade Cloth or Plant Cover on Garden Hoops", "asin": "B09BQSNHZV", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "Shade Cloth for Garden, 40% 20 x 20 FT Black Mesh Tarp with Reinforced Grommets, Sun Shade Net Greenhouse Shade Cloth for Plants Cover, Vegetables, Patio, Chicken Coop Sunshade", "asin": "B0CX56H1Y9", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Shade Cloth for Garden 70% Mesh Tarp with Grommets for Plants Greenhouse Cover 6X3FT Outdoor Sunblock Neting for Patio Pergola Deck Sturdy and Breathable Fabric Net", "asin": "B0BTYR7NXB", "price": "$8.94", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "50% Shade Cloth, 6.5x10FT Black Sun Shade Cover for Plants, Garden, Greenhouse, Patio, Chicken Coop", "asin": "B0C2H53PKB", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "55% Sunblock Shade Cloth Cover Mesh UV Resistant Net for Garden Flower Plant Greenhouse, Black (20 x 30 FT)", "asin": "B0C3RSZHM9", "price": "$29.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "10 * 50FT Garden Mesh Barrier, Ultra Fine Plant Netting for Protection, Fruit Tree Net for Vegetable Blueberry Bushes Plant Row Cover Screen", "asin": "B0BW58PCSH", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM"},
    {"title": "50% Sunblock Shade Cloth Net Black Resistant - 8x20 Ft Garden Shade Mesh for Plant Cover, Greenhouse, Chicken Coop, Kennels, Tomatoes Plants", "asin": "B08SM8652L", "price": "$17.09", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Large Tunnel 8.2'x4' Sunshade Cloth Gardening Net,Easy Set up 6FT Tall Crops Shade Net Cover, UV Resistant Plant 80% Sunblock Net for Vegetables,Fruits and Mini Flower Pot with Stakes and Carry", "asin": "B0CXM5K3R1", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Netting Ultra Fine 8x10Ft, Plants Cover, Barrier Mesh for Plant Vegetables Fruit Flower Tree, Row Covers Raised Bed Protection Net, Bird Animals Screen", "asin": "B0BRY3RMB7", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "FOTMISHU 70% Shade Cloth 6.5ftx10ft Anti-Aging Sun Mesh UV Resistant Net, Sunblock Garden Tarp for Plant Cover, Greenhouse, Barn or Kennel, Flowers, Plants", "asin": "B07TG8KR4N", "price": "$13.99", "delivery": "FREE delivery Thu, Apr 24 Only 3 left in stock - order soon."},
    {"title": "2pack Pop up Plant Sunshade Cloth,Plant Sun Shade Net for Flower UV Cover for Outdoor Gardens Sunblock Shade Cover with Carry Bag and 16 Stakes", "asin": "B0D84GST15", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM"},
    {"title": "2 in 1 Portable Greenhouse Protection from Sun Heat,Garden Tunnel Shade Net Cover with Quick-Release Technology,Row Covers for Vegetables Plant Cover from Sun (Pack 1)", "asin": "B0CTHNDZRJ", "price": "$29.95", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Tunnel Shade Net Cover Greenhouse Protection from Sun Heat Gardening Green House Sun Shades Cloche Hoops Plant Covers Hoop House Outside Heavy Duty Garden Row Cold Green Houses Kit", "asin": "B08WZ8NSCL", "price": "$45.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "70% Black Shade Cloth, 6.5x10FT Resistant Garden Sun Shade Net, Durable Mesh Shade Tarp with Reinforced Grommets for Greenhouse, Plant, Chicken Coop, Pergola,Canopy (6.5ft*10ft)", "asin": "B0BYMKHBRJ", "price": "$12.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40% Black 6.5'x10' Sun Mesh Net Sunblock Shade Cloth Cover UV Resistant for Garden Flower Car Plant Cover Patio Canopy Pergola Greenhouse", "asin": "B00LBUO22K", "price": "$11.60", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Pop up Plant Shade Tent, Plant Shades for Outdoor Plants Mesh Plant Cover with 8 Stakes Pop up Gardening Net Cover with Zipper Door Pest Guard Cover Protect Outdoor Plants from Animals\uff08 28x28x32in\uff09", "asin": "B0DY7VLK8J", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2PCS Pop up Plant Shade Tent, 28 * 28 * 32 Inch Zipper Door Plants Sun Shade Cloth UV Resisitant Plant Cover Tent Green Sunblock Net Garden Sun Protection with Stakes for Outdoor Plants", "asin": "B0DSKND539", "price": "$35.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Cuttable Shade Cloth for Garden - 10x30FT 50% UV-Resistant Mesh Tarp with Rope, Black Sun Cover Net for Patio Greenhouse Raised Beds Plants", "asin": "B0DWX72JCY", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T01:42:46.263Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T06:44:11.753Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T06:44:35.141Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:29.443Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:55.430Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T09:30:43.745Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:45.119Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:59.192Z", "action": "click_product", "action_argument": "B00F1U0YB4"}
{"timestamp": "2025-04-14T09:36:18.314Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:36:18.356Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.321Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.355Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:05.522Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:05.694Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:53.835Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:38:53.865Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:39:25.435Z", "action": "purchase", "action_argument": "B01NCJSM2T, B00F1U0YB4, B0043P0IAK, B0BSNXFDML"}
{"timestamp": "2025-04-14T09:43:54.630Z", "action": "click_product", "action_argument": "B0DRFCSMFZ"}
{"timestamp": "2025-04-14T09:44:10.071Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:44:10.186Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T23:39:33.129Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T23:39:41.508Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-14T23:39:57.190Z", "action": "input", "action_argument": "g r"}
{"timestamp": "2025-04-14T23:39:57.217Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:39:57.271Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-14T23:39:57.312Z", "action": "click", "action_argument": "suggested_term"}
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{"timestamp": "2025-04-22T01:25:34.121Z", "action": "input", "action_argument": "net shade for plant"}
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    {"title": "10 * 50FT Garden Mesh Barrier, Ultra Fine Plant Netting for Protection, Fruit Tree Net for Vegetable Blueberry Bushes Plant Row Cover Screen", "asin": "B0BW58PCSH", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM"},
    {"title": "50% Sunblock Shade Cloth Net Black Resistant - 8x20 Ft Garden Shade Mesh for Plant Cover, Greenhouse, Chicken Coop, Kennels, Tomatoes Plants", "asin": "B08SM8652L", "price": "$17.09", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Large Tunnel 8.2'x4' Sunshade Cloth Gardening Net,Easy Set up 6FT Tall Crops Shade Net Cover, UV Resistant Plant 80% Sunblock Net for Vegetables,Fruits and Mini Flower Pot with Stakes and Carry", "asin": "B0CXM5K3R1", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Netting Ultra Fine 8x10Ft, Plants Cover, Barrier Mesh for Plant Vegetables Fruit Flower Tree, Row Covers Raised Bed Protection Net, Bird Animals Screen", "asin": "B0BRY3RMB7", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items"},
    {"title": "FOTMISHU 70% Shade Cloth 6.5ftx10ft Anti-Aging Sun Mesh UV Resistant Net, Sunblock Garden Tarp for Plant Cover, Greenhouse, Barn or Kennel, Flowers, Plants", "asin": "B07TG8KR4N", "price": "$13.99", "delivery": "FREE delivery Thu, Apr 24 Only 3 left in stock - order soon."},
    {"title": "2pack Pop up Plant Sunshade Cloth,Plant Sun Shade Net for Flower UV Cover for Outdoor Gardens Sunblock Shade Cover with Carry Bag and 16 Stakes", "asin": "B0D84GST15", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM"},
    {"title": "2 in 1 Portable Greenhouse Protection from Sun Heat,Garden Tunnel Shade Net Cover with Quick-Release Technology,Row Covers for Vegetables Plant Cover from Sun (Pack 1)", "asin": "B0CTHNDZRJ", "price": "$29.95", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Garden Tunnel Shade Net Cover Greenhouse Protection from Sun Heat Gardening Green House Sun Shades Cloche Hoops Plant Covers Hoop House Outside Heavy Duty Garden Row Cold Green Houses Kit", "asin": "B08WZ8NSCL", "price": "$45.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "70% Black Shade Cloth, 6.5x10FT Resistant Garden Sun Shade Net, Durable Mesh Shade Tarp with Reinforced Grommets for Greenhouse, Plant, Chicken Coop, Pergola,Canopy (6.5ft*10ft)", "asin": "B0BYMKHBRJ", "price": "$12.59", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "40% Black 6.5'x10' Sun Mesh Net Sunblock Shade Cloth Cover UV Resistant for Garden Flower Car Plant Cover Patio Canopy Pergola Greenhouse", "asin": "B00LBUO22K", "price": "$11.60", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Pop up Plant Shade Tent, Plant Shades for Outdoor Plants Mesh Plant Cover with 8 Stakes Pop up Gardening Net Cover with Zipper Door Pest Guard Cover Protect Outdoor Plants from Animals\uff08 28x28x32in\uff09", "asin": "B0DY7VLK8J", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "2PCS Pop up Plant Shade Tent, 28 * 28 * 32 Inch Zipper Door Plants Sun Shade Cloth UV Resisitant Plant Cover Tent Green Sunblock Net Garden Sun Protection with Stakes for Outdoor Plants", "asin": "B0DSKND539", "price": "$35.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
    {"title": "Cuttable Shade Cloth for Garden - 10x30FT 50% UV-Resistant Mesh Tarp with Rope, Black Sun Cover Net for Patio Greenhouse Raised Beds Plants", "asin": "B0DWX72JCY", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T01:42:46.263Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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