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": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  {"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:21.608Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:25.275Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:26.191Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:28.350Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:29.933Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:30.443Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:31.927Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:33.683Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:34.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:35.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:23:18.610Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:23:28.599Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:26:56.211Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:29:21.488Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:14.523Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:33.446Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:35:48.474Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:35:56.742Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:35:57.371Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:36:09.673Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:36:39.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T02:37:33.721Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:37:44.693Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:37:54.176Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:30:39.975Z", "action": "input", "action_argument": "Oyster knives"}
  {"timestamp": "2025-04-10T19:30:40.082Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:30:45.170Z", "action": "input", "action_argument": "Oyster knives "}
  {"timestamp": "2025-04-10T19:30:45.273Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-10T19:32:24.904Z", "action": "click_product", "action_argument": "B07L9QTLNQ"}
  {"timestamp": "2025-04-10T19:33:12.574Z", "action": "purchase", "action_argument": "B07L9QTLNQ"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  <|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": "sofa backside table"}],
  "cart_items": [{"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.74", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$311.37", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "product_details": [{"asin": "B0DF25TNCG"},
  {"title": "94.4\" Extra Long Console Table with Charging Station - Metal Frame Sofa Table with 2 Power Outlets & 2 USB Ports, with Extension Cord, Behind Couch Table for Living Room, Rustic Brown"},
  {"price": "$99.99"},
  {"bullet_list": "Intelligent and compact design: Our Console Sofa Table is the perfect solution for utilizing narrow gaps behind couches. With dimensions of 94.4\" L x 5.9\" W x 31.8\", this slim table effortlessly nestles into smaller spaces, allowing for adequate distance for wall vents while providing ample storage space for your cherished showpieces. Convenient power outlets: Say goodbye to reaching behind your sofa to charge your devices. Our narrow sofa table comes equipped with 2 standard 120VAC outlets, 2 USB ports, and a 6.5 feet long power cord. Now you can easily charge your laptop or mobile phone right from the comfort of your couch. Unmatched stability: We understand the importance of a sturdy furniture piece. That's why our console table features a sturdy metal frame and 4 adjustable feet pegs to prevent any wobbling. Additionally, it includes an anti-tipping strap and expansion screw for double stability, ensuring your safety and peace of mind. Versatile and timeless design: Our all-match design makes this rectangular couch table suitable for various decoration styles. The sleek wooden tabletop seamlessly integrates with the metal table structure, making it a perfect addition to apartments, dorm rooms, living rooms, and more. Its classic design will never go out of style. Easy to Assembly: We know your time is valuable, which is why we've made the assembly process as easy as possible. The behind couch table is assembled using the top board and metal support rods secured by screws. All necessary tools, including a hexagonal wrench and screws, are included in the package. Simply follow the installation guide and tighten the screws for a quick and effortless setup."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Size": "2 Pack"},
  {"Color": "Rustic Brown"}]
  <|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": "2025-04-10T20:15:15.031Z", // 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": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  {"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:21.608Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:25.275Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:26.191Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:28.350Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:29.933Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:30.443Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:31.927Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:33.683Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:34.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:35.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:23:18.610Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:23:28.599Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:26:56.211Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:29:21.488Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:14.523Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:33.446Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:35:48.474Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:35:56.742Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:35:57.371Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:36:09.673Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:36:39.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T02:37:33.721Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:37:44.693Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:37:54.176Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:30:39.975Z", "action": "input", "action_argument": "Oyster knives"}
  {"timestamp": "2025-04-10T19:30:40.082Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:30:45.170Z", "action": "input", "action_argument": "Oyster knives "}
  {"timestamp": "2025-04-10T19:30:45.273Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-10T19:32:24.904Z", "action": "click_product", "action_argument": "B07L9QTLNQ"}
  {"timestamp": "2025-04-10T19:33:12.574Z", "action": "purchase", "action_argument": "B07L9QTLNQ"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  <|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": "sofa backside table"}],
  "cart_items": [{"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.74", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$311.37", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "product_details": [{"asin": "B0DF25TNCG"},
  {"title": "94.4\" Extra Long Console Table with Charging Station - Metal Frame Sofa Table with 2 Power Outlets & 2 USB Ports, with Extension Cord, Behind Couch Table for Living Room, Rustic Brown"},
  {"price": "$99.99"},
  {"bullet_list": "Intelligent and compact design: Our Console Sofa Table is the perfect solution for utilizing narrow gaps behind couches. With dimensions of 94.4\" L x 5.9\" W x 31.8\", this slim table effortlessly nestles into smaller spaces, allowing for adequate distance for wall vents while providing ample storage space for your cherished showpieces. Convenient power outlets: Say goodbye to reaching behind your sofa to charge your devices. Our narrow sofa table comes equipped with 2 standard 120VAC outlets, 2 USB ports, and a 6.5 feet long power cord. Now you can easily charge your laptop or mobile phone right from the comfort of your couch. Unmatched stability: We understand the importance of a sturdy furniture piece. That's why our console table features a sturdy metal frame and 4 adjustable feet pegs to prevent any wobbling. Additionally, it includes an anti-tipping strap and expansion screw for double stability, ensuring your safety and peace of mind. Versatile and timeless design: Our all-match design makes this rectangular couch table suitable for various decoration styles. The sleek wooden tabletop seamlessly integrates with the metal table structure, making it a perfect addition to apartments, dorm rooms, living rooms, and more. Its classic design will never go out of style. Easy to Assembly: We know your time is valuable, which is why we've made the assembly process as easy as possible. The behind couch table is assembled using the top board and metal support rods secured by screws. All necessary tools, including a hexagonal wrench and screws, are included in the package. Simply follow the installation guide and tighten the screws for a quick and effortless setup."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Size": "2 Pack"},
  {"Color": "Rustic Brown"}]
  <|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": "2025-04-10T20:15:15.031Z", // 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": "2025-04-06T18:56:22.124Z", "action": "input", "action_argument": "Shoe Glue Sole Repair Adhesive Waterproof Clear Shoe Repair Glue for Sneakers, Boots, Leather, Handbags, Soles, Heels"}
  {"timestamp": "2025-04-06T18:56:22.294Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T18:56:28.564Z", "action": "click_product", "action_argument": "B0DNSM7PQQ"}
  {"timestamp": "2025-04-06T18:56:36.947Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:01.381Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:13.479Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:17.349Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:31.023Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:57:39.774Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-06T18:58:39.213Z", "action": "purchase", "action_argument": "B0DP46K526"}
  {"timestamp": "2025-04-06T19:58:18.274Z", "action": "input", "action_argument": "motherboard screw"}
  {"timestamp": "2025-04-06T19:58:21.435Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T19:58:50.673Z", "action": "click_product", "action_argument": "B08ZD81HDR"}
  {"timestamp": "2025-04-06T20:00:03.110Z", "action": "input", "action_argument": "mouting screw"}
  {"timestamp": "2025-04-06T20:00:03.206Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-06T20:00:15.266Z", "action": "click_product", "action_argument": "B07Q3DLCJ4"}
  {"timestamp": "2025-04-06T20:00:42.296Z", "action": "input", "action_argument": "Standoff screws"}
  {"timestamp": "2025-04-06T20:00:42.393Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:03.608Z", "action": "click_product", "action_argument": "B08F28SLW6"}
  {"timestamp": "2025-04-06T20:02:36.180Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:02:39.691Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:02:39.794Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:00.811Z", "action": "input", "action_argument": "M2.5x16mm+6mm Male-Female Brass Hex PCB Motherboard Spacer Standoff"}
  {"timestamp": "2025-04-06T20:24:07.840Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.316Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.500Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:08.953Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:23.327Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:24:56.727Z", "action": "input", "action_argument": "sfx to atx psu adapter"}
  {"timestamp": "2025-04-06T20:24:58.568Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:25:15.623Z", "action": "click_product", "action_argument": "B092LV1GT5"}
  {"timestamp": "2025-04-06T20:26:52.963Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:28:15.921Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:40.508Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:45.980Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:51.038Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:53.279Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:28:54.547Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:30:45.552Z", "action": "input", "action_argument": "sfx psu holder"}
  {"timestamp": "2025-04-06T20:30:45.645Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:30:56.877Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:31:04.663Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-06T20:34:47.729Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-06T20:35:20.491Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-06T20:35:33.142Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:35.860Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:52.997Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:53.644Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:54.356Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:55.093Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:57.332Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:35:58.094Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:00.957Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:01.677Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:03.781Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:39.589Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:40.513Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:41.500Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:36:42.788Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-06T20:37:56.237Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-06T20:37:59.746Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-07T00:30:27.337Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-07T00:34:12.982Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:35:01.100Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:18.585Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-07T00:36:27.964Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T00:57:42.809Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:57:49.496Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T00:58:05.075Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T00:58:15.282Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T01:01:24.209Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:01:41.178Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T01:01:45.355Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:01.903Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T01:02:18.591Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:15:04.238Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-08T02:17:00.105Z", "action": "input", "action_argument": "64g ddr5 6000 c28"}
  {"timestamp": "2025-04-08T02:17:00.261Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-08T02:19:08.786Z", "action": "purchase", "action_argument": "B0F1RKXGXZ"}
  {"timestamp": "2025-04-08T02:19:31.772Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:19:45.713Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:21:18.394Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:21.608Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:25.275Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:26.191Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:28.350Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:29.933Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:30.443Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:31.927Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:33.683Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:34.680Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:21:35.963Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:23:18.610Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:23:28.599Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-08T02:26:56.211Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:29:21.488Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:14.523Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:34:33.446Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:35:48.474Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:35:56.742Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:35:57.371Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:36:09.673Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-08T02:36:39.843Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-08T02:37:33.721Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-08T02:37:44.693Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-08T02:37:54.176Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:30:39.975Z", "action": "input", "action_argument": "Oyster knives"}
  {"timestamp": "2025-04-10T19:30:40.082Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:30:45.170Z", "action": "input", "action_argument": "Oyster knives "}
  {"timestamp": "2025-04-10T19:30:45.273Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-10T19:32:24.904Z", "action": "click_product", "action_argument": "B07L9QTLNQ"}
  {"timestamp": "2025-04-10T19:33:12.574Z", "action": "purchase", "action_argument": "B07L9QTLNQ"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-10T19:34:50.830Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-10T19:54:51.255Z", "action": "input", "action_argument": "sofa side table"}
  {"timestamp": "2025-04-10T19:54:51.401Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:55:59.561Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T19:59:11.062Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:15.612Z", "action": "input", "action_argument": "94.4\" Extra Long Console Table"}
  {"timestamp": "2025-04-10T19:59:15.713Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T19:59:55.511Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  {"timestamp": "2025-04-10T20:00:16.052Z", "action": "click_product", "action_argument": "B00QMNTMXA"}
  {"timestamp": "2025-04-10T20:01:36.649Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:01:58.858Z", "action": "click_product", "action_argument": ""}
  {"timestamp": "2025-04-10T20:02:08.926Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:18.498Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:22.323Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:28.834Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:02:42.127Z", "action": "click", "action_argument": "product_option"}
  {"timestamp": "2025-04-10T20:04:33.353Z", "action": "input", "action_argument": "sofa backside table"}
  {"timestamp": "2025-04-10T20:04:33.501Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-10T20:09:17.991Z", "action": "click_product", "action_argument": "B0DF25TNCG"}
  <|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": "sofa backside table"}],
  "cart_items": [{"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.74", "quantity": "1"},
  {"title": "G.SKILL Trident Z5 Neo RGB Series (AMD Expo) DDR5 RAM 64GB (2X 32GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory U-DIMM - Black (F5-6000J2836G32GX2-TZ5NR)", "asin": "B0F1RKXGXZ", "price": "$229.99", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$311.37", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "product_details": [{"asin": "B0DF25TNCG"},
  {"title": "94.4\" Extra Long Console Table with Charging Station - Metal Frame Sofa Table with 2 Power Outlets & 2 USB Ports, with Extension Cord, Behind Couch Table for Living Room, Rustic Brown"},
  {"price": "$99.99"},
  {"bullet_list": "Intelligent and compact design: Our Console Sofa Table is the perfect solution for utilizing narrow gaps behind couches. With dimensions of 94.4\" L x 5.9\" W x 31.8\", this slim table effortlessly nestles into smaller spaces, allowing for adequate distance for wall vents while providing ample storage space for your cherished showpieces. Convenient power outlets: Say goodbye to reaching behind your sofa to charge your devices. Our narrow sofa table comes equipped with 2 standard 120VAC outlets, 2 USB ports, and a 6.5 feet long power cord. Now you can easily charge your laptop or mobile phone right from the comfort of your couch. Unmatched stability: We understand the importance of a sturdy furniture piece. That's why our console table features a sturdy metal frame and 4 adjustable feet pegs to prevent any wobbling. Additionally, it includes an anti-tipping strap and expansion screw for double stability, ensuring your safety and peace of mind. Versatile and timeless design: Our all-match design makes this rectangular couch table suitable for various decoration styles. The sleek wooden tabletop seamlessly integrates with the metal table structure, making it a perfect addition to apartments, dorm rooms, living rooms, and more. Its classic design will never go out of style. Easy to Assembly: We know your time is valuable, which is why we've made the assembly process as easy as possible. The behind couch table is assembled using the top board and metal support rods secured by screws. All necessary tools, including a hexagonal wrench and screws, are included in the package. Simply follow the installation guide and tighten the screws for a quick and effortless setup."}],
  "product_quantity": [{"quantity": "1"}],
  "product_options": [{"Size": "2 Pack"},
  {"Color": "Rustic Brown"}]
  <|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": "2025-04-10T20:15:15.031Z", // 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>
  