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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T00:01:22.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:24.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:27.087Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:28.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:30.747Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:32.006Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:39.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:09.093Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:28.536Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.917Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:36.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.618Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:38.569Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:39.793Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:44.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:40:41.096Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:41:54.610Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:41:56.280Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T00:48:54.513Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:48:55.135Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:50:04.482Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:50:04.683Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:50:53.291Z", "action": "click_product", "action_argument": "B08TTJ1JS6"}
{"timestamp": "2025-04-15T00:52:13.197Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:23.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:25.666Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:27.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:33.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:38.013Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:43.624Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:53:09.560Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:53:10.850Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:53:12.818Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:56:30.186Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:56:33.567Z", "action": "input", "action_argument": "2 TRS to 2 RCA cable"}
{"timestamp": "2025-04-15T00:56:33.796Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:59:08.456Z", "action": "input", "action_argument": "1/4\" TRS to RCA"}
{"timestamp": "2025-04-15T00:59:08.671Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:59:38.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:59:54.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:25.388Z", "action": "click_product", "action_argument": "B07G59NMWF"}
{"timestamp": "2025-04-15T01:00:29.647Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:32.403Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:39.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:41.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:44.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:47.085Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:51.169Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:01:33.560Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:01:57.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:00.033Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:03.341Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:07.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:11.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:14.216Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:04:08.276Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T01:04:10.756Z", "action": "input", "action_argument": " TRS cable"}
{"timestamp": "2025-04-15T01:04:11.003Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T01:05:30.122Z", "action": "click_product", "action_argument": "B004NCS2SS"}
{"timestamp": "2025-04-15T01:05:49.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:05:59.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:00.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:08.056Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:09.758Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:11.708Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:13.637Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:19.599Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:23.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:27.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:29.551Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:08:34.508Z", "action": "input", "action_argument": "1/4\" TS to RCA"}
{"timestamp": "2025-04-15T01:08:35.921Z", "action": "click", "action_argument": "search"}
<|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": "1/4\" TS to RCA"}],
"cart_items": [{"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "price": "$15.88", "quantity": "1"},
{"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "price": "$13.50", "quantity": "1"}],
"promotion_items": [{"title": "J&D Dual 1/4 inch TS to RCA Cable, 9 feet, Heavy Duty Audio Interconnect, Compatible with AV Receiver, Speaker, Amplifier", "asin": "B08TTJ1JS6", "price": "$14.99", "quantity": ""},
{"title": "Cable Matters Dual 1/4\" TS to Dual RCA Cable - 6ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJR1LV4", "price": "$11.99", "quantity": ""},
{"title": "6ft RCA to 1/4 inch TS Cable - Dual RCA to Dual 1/4 inch TS", "asin": "B09T7464FW", "price": "$11.99", "quantity": ""},
{"title": "Devinal 1/4 to RCA Cable, Dual RCA to Dual 1/4 TS Interconnect Cable, Double 6.35mm Mono to 2 RCA/Phono Stereo Patch Cable Cord Adapter 20 Foot 6m", "asin": "B08VJ1FGWJ", "price": "$21.99", "quantity": ""},
{"title": "RCA to 1/4 TS Cable, Dual 1/4 Mono to Dual RCA Phono Stereo Interconnect Cable Patch Cord, No Noise, Copper Shielded, Gold-Plated, for Mixer/Speaker/AMP Audio Cord - 6.6FT", "asin": "B0B2K42M89", "price": "$16.99", "quantity": ""},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Heavy Duty 1/4 Male to RCA Male Adapter Stereo Audio Interconnect Quarter inch Cable, 3 Feet", "asin": "B08TTJ4KPR", "price": "$11.99", "quantity": ""},
{"title": "J&D 6.35mm TRS to Dual RCA Audio Cable, Copper Shell Heavy Duty 6.35mm 1/4 inch Male TRS to 2 RCA Male Stereo Audio Y Splitter Cable, 3 Feet", "asin": "B08TW6HDH8", "price": "$9.69", "quantity": ""},
{"title": "JSAUX RCA to 3.5mm Cable, \u30106.6ft/2M\u3011 Aux to RCA Headphone Male to Male Jack Adapter Nylon Braided 1/8 to RCA Audio Y Cord for Smartphones, MP3, Tablets, Speakers, HDTV -Grey", "asin": "B07D8M5DML", "price": "$6.99", "quantity": ""},
{"title": "J&D 6.35 mm to 2RCA Cable, Heavy Duty Copper Shell Joint 6.35mm 1/4 inch Male TRS to 2 RCA Female Splitter Stereo Audio Adapter Cable, 0.8 Feet", "asin": "B08TW71DCS", "price": "$9.95", "quantity": ""},
{"title": "Tisino RCA to 1/4 Cable, Dual RCA to Dual 1/4 inch TS Stereo Audio Interconnect Cable Patch Cords - 3.3 feet", "asin": "B083R5YRHX", "price": "$16.99", "quantity": ""}],
"search_results": [{"title": "J&D Dual 1/4 inch TS to RCA Cable, 9 feet, Heavy Duty Audio Interconnect, Compatible with AV Receiver, Speaker, Amplifier", "asin": "B08TTJ1JS6", "price": "$14.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Disino Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable Patch Cable Cords -3.3 ft", "asin": "B07HFC4NX7", "price": "$15.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Hosa CPR-202 Dual 1/4\" TS to Dual RCA Stereo Interconnect Cable, 2 Meters, 6.6 Feet, Black", "asin": "B000068O17", "price": "$10.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Heavy Duty 1/4 Male to RCA Male Adapter Stereo Audio Interconnect Quarter inch Cable, 6 Feet", "asin": "B08TTFRS1R", "price": "$12.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Audiowave Series 2 x 6.35 mm Male TS to 2 RCA Male PVC Shelled Adapter Cable, 6 Feet", "asin": "B0BCFGFLW6", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D RCA to 1/4 Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cord, Gold Plated Copper Shell Heavy Duty 2X 6.35mm 1/4 inch Male TS to 2 RCA Male Adapter Cable, 6 Feet", "asin": "B07G59NMWF", "price": "$11.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters Dual 1/4\" TS to Dual RCA Cable - 6ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJR1LV4", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Hosa GPR-101 RCA to 1/4 inch TS Adaptors (2 pieces), Black, Tablet", "asin": "B000068O3S", "price": "$3.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, RCA to 1/4 Cable Heavy Duty Aluminum Alloy Shell Gold Plated Plug for Home Theater, Amplifiers, Hi-Fi Systems, 6 Feet", "asin": "B0CB3M8TH1", "price": "$5.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Purple Aluminum Alloy Shell Gold Plated 2x6.35mm Male TS to 2 RCA Male Adapter Interconnect Cable for Mixer Amplifier Speaker, 6 Feet", "asin": "B0CKQKFR8D", "price": "$4.49", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "CESS-112-1f RCA to 1/4\" TS Audio Patch Cable, 12 Gauge, 2 Cables (1 Foot)", "asin": "B08RDV67SN", "price": "$12.99", "delivery": "Two-Day FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."},
{"title": "YABEDA 1/4 to RCA Cable,Gold Plated Heavy Duty Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable - 3.3 feet", "asin": "B08ZC4PTCV", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "VCE RCA to 1/4\" Audio Adapter, 6.35mm Mono Plug Male to RCA Female Connectors 6-Pack", "asin": "B0727VZXP5", "price": "$6.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Tisino RCA to 1/4 Cable, Dual RCA to Dual 1/4 inch TS Stereo Audio Interconnect Cable Patch Cords - 3.3 feet", "asin": "B083R5YRHX", "price": "$16.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "CableCreation RCA to 1/4 Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Copper Shell 2X 6.35mm 1/4 inch Male TS to 2 RCA Male Cable, 3FT", "asin": "B0CYZGDZNV", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "HOSONGIN RCA to 1/4 inch Cable 10 Feet,Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated High Elastic PVC Jacket", "asin": "B0B7HMSMZ1", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Devinal 1/4 to RCA Cable, Dual RCA to Dual 1/4 TS Interconnect Cable, Double 6.35mm Mono to 2 RCA/Phono Stereo Patch Cable Cord Adapter 16.6 Foot 5m", "asin": "B08VHZWN28", "price": "$18.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "J&D RCA to 1/4 Audio Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Audiowave Series 1/4 to RCA Cable Adapter with Nylon Braid, 3 Feet", "asin": "B07TP2XTY5", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters Short Dual 1/4\" TS to Dual RCA Cable - 3ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJS2Z6P", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Hosa CPR-103 Interconnect Cable - 1/4-inch TS Male to RCA Male - 3 foot", "asin": "B000068NXV", "price": "$5.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Qaoquda 6.35mm to 2 RCA Cable, Gold Plated 1/4 inch Mono TS Male to 2 Dual RCA Female Plug Y Splitter Adapter Cable - 8 Inch", "asin": "B0C2V416YC", "price": "$9.52", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Tisino 1/8 to 1/4 Stereo Cable, 1/8 Inch TRS Stereo to Dual 1/4 inch TS Mono Y-Splitter Cable 3.5mm Aux Mini Jack to Jack Breakout Cord - 3.3 feet", "asin": "B083R5BJ6P", "price": "$12.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2-Pack RCA to 1/4 Inch Audio Adapter, 6.35mm TS Mono Plug Male to RCA Female Connectors, Gold-Plated (2PCS)", "asin": "B0DKTDDNGX", "price": "$7.19", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "CERRXIAN RCA to 1/4 Inch Audio Cable, Gold Plated 6.35mm TS Mono Male to RCA Male Patch Cord (Black, 3m)", "asin": "B09JMT6F4T", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters 4-Pack RCA to 1/4 Adapter (1/4 to RCA Adapter)", "asin": "B08TPT2X67", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "RCA to 1/4 Cable 4 Feet, Dual 1/4 inch TS to Double RCA Stereo Audio Interconnect Cord, Oxygen-Free Copper OFC, 2 x 6.35mm 1/4 inch Mono Male TS to 2 RCA Male Cable with 5 Cable Ties", "asin": "B0C3VKHW5K", "price": "$9.49", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Ancable 4-Pack 1/4 Inch 6.35mm TS Female to RCA Male Adaptor", "asin": "B071XM5RRM", "price": "$7.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "PNGKNYOCN RCA to 1/4 Inch Adapter, Gold Plated RCA Male Plug to 6.35mm 1/4 Inch TS Female Audio Converter for Amplifiers, Speaker and More(2 Pack)", "asin": "B0BYNB3JMX", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "RCA to 1/4 Inch Adapter 2 Pack, 6.35mm Quarter Inch TS Mono Male to RCA Female Jack Plug, Gold-Plated Guitar Connectors, Audio Converter Premium Quality Series", "asin": "B0CKR5SJHX", "price": "$5.49", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Disino Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable Patch Cable Cords -6.6 ft", "asin": "B07HFCHGV9", "price": "$18.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"}]
<|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": "2025-04-15T01:08:49.360Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T00:01:22.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:24.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:27.087Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:28.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:30.747Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:32.006Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:39.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:09.093Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:28.536Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.917Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:36.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.618Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:38.569Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:39.793Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:44.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:40:41.096Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:41:54.610Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:41:56.280Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T00:48:54.513Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:48:55.135Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:50:04.482Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:50:04.683Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:50:53.291Z", "action": "click_product", "action_argument": "B08TTJ1JS6"}
{"timestamp": "2025-04-15T00:52:13.197Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:23.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:25.666Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:27.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:33.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:38.013Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:43.624Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:53:09.560Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:53:10.850Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:53:12.818Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:56:30.186Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:56:33.567Z", "action": "input", "action_argument": "2 TRS to 2 RCA cable"}
{"timestamp": "2025-04-15T00:56:33.796Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:59:08.456Z", "action": "input", "action_argument": "1/4\" TRS to RCA"}
{"timestamp": "2025-04-15T00:59:08.671Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:59:38.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:59:54.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:25.388Z", "action": "click_product", "action_argument": "B07G59NMWF"}
{"timestamp": "2025-04-15T01:00:29.647Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:32.403Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:39.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:41.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:44.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:47.085Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:51.169Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:01:33.560Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:01:57.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:00.033Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:03.341Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:07.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:11.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:14.216Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:04:08.276Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T01:04:10.756Z", "action": "input", "action_argument": " TRS cable"}
{"timestamp": "2025-04-15T01:04:11.003Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T01:05:30.122Z", "action": "click_product", "action_argument": "B004NCS2SS"}
{"timestamp": "2025-04-15T01:05:49.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:05:59.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:00.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:08.056Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:09.758Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:11.708Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:13.637Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:19.599Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:23.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:27.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:29.551Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:08:34.508Z", "action": "input", "action_argument": "1/4\" TS to RCA"}
{"timestamp": "2025-04-15T01:08:35.921Z", "action": "click", "action_argument": "search"}
<|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": "1/4\" TS to RCA"}],
"cart_items": [{"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "price": "$15.88", "quantity": "1"},
{"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "price": "$13.50", "quantity": "1"}],
"promotion_items": [{"title": "J&D Dual 1/4 inch TS to RCA Cable, 9 feet, Heavy Duty Audio Interconnect, Compatible with AV Receiver, Speaker, Amplifier", "asin": "B08TTJ1JS6", "price": "$14.99", "quantity": ""},
{"title": "Cable Matters Dual 1/4\" TS to Dual RCA Cable - 6ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJR1LV4", "price": "$11.99", "quantity": ""},
{"title": "6ft RCA to 1/4 inch TS Cable - Dual RCA to Dual 1/4 inch TS", "asin": "B09T7464FW", "price": "$11.99", "quantity": ""},
{"title": "Devinal 1/4 to RCA Cable, Dual RCA to Dual 1/4 TS Interconnect Cable, Double 6.35mm Mono to 2 RCA/Phono Stereo Patch Cable Cord Adapter 20 Foot 6m", "asin": "B08VJ1FGWJ", "price": "$21.99", "quantity": ""},
{"title": "RCA to 1/4 TS Cable, Dual 1/4 Mono to Dual RCA Phono Stereo Interconnect Cable Patch Cord, No Noise, Copper Shielded, Gold-Plated, for Mixer/Speaker/AMP Audio Cord - 6.6FT", "asin": "B0B2K42M89", "price": "$16.99", "quantity": ""},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Heavy Duty 1/4 Male to RCA Male Adapter Stereo Audio Interconnect Quarter inch Cable, 3 Feet", "asin": "B08TTJ4KPR", "price": "$11.99", "quantity": ""},
{"title": "J&D 6.35mm TRS to Dual RCA Audio Cable, Copper Shell Heavy Duty 6.35mm 1/4 inch Male TRS to 2 RCA Male Stereo Audio Y Splitter Cable, 3 Feet", "asin": "B08TW6HDH8", "price": "$9.69", "quantity": ""},
{"title": "JSAUX RCA to 3.5mm Cable, \u30106.6ft/2M\u3011 Aux to RCA Headphone Male to Male Jack Adapter Nylon Braided 1/8 to RCA Audio Y Cord for Smartphones, MP3, Tablets, Speakers, HDTV -Grey", "asin": "B07D8M5DML", "price": "$6.99", "quantity": ""},
{"title": "J&D 6.35 mm to 2RCA Cable, Heavy Duty Copper Shell Joint 6.35mm 1/4 inch Male TRS to 2 RCA Female Splitter Stereo Audio Adapter Cable, 0.8 Feet", "asin": "B08TW71DCS", "price": "$9.95", "quantity": ""},
{"title": "Tisino RCA to 1/4 Cable, Dual RCA to Dual 1/4 inch TS Stereo Audio Interconnect Cable Patch Cords - 3.3 feet", "asin": "B083R5YRHX", "price": "$16.99", "quantity": ""}],
"search_results": [{"title": "J&D Dual 1/4 inch TS to RCA Cable, 9 feet, Heavy Duty Audio Interconnect, Compatible with AV Receiver, Speaker, Amplifier", "asin": "B08TTJ1JS6", "price": "$14.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Disino Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable Patch Cable Cords -3.3 ft", "asin": "B07HFC4NX7", "price": "$15.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Hosa CPR-202 Dual 1/4\" TS to Dual RCA Stereo Interconnect Cable, 2 Meters, 6.6 Feet, Black", "asin": "B000068O17", "price": "$10.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Heavy Duty 1/4 Male to RCA Male Adapter Stereo Audio Interconnect Quarter inch Cable, 6 Feet", "asin": "B08TTFRS1R", "price": "$12.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Audiowave Series 2 x 6.35 mm Male TS to 2 RCA Male PVC Shelled Adapter Cable, 6 Feet", "asin": "B0BCFGFLW6", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D RCA to 1/4 Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cord, Gold Plated Copper Shell Heavy Duty 2X 6.35mm 1/4 inch Male TS to 2 RCA Male Adapter Cable, 6 Feet", "asin": "B07G59NMWF", "price": "$11.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters Dual 1/4\" TS to Dual RCA Cable - 6ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJR1LV4", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Hosa GPR-101 RCA to 1/4 inch TS Adaptors (2 pieces), Black, Tablet", "asin": "B000068O3S", "price": "$3.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, RCA to 1/4 Cable Heavy Duty Aluminum Alloy Shell Gold Plated Plug for Home Theater, Amplifiers, Hi-Fi Systems, 6 Feet", "asin": "B0CB3M8TH1", "price": "$5.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Purple Aluminum Alloy Shell Gold Plated 2x6.35mm Male TS to 2 RCA Male Adapter Interconnect Cable for Mixer Amplifier Speaker, 6 Feet", "asin": "B0CKQKFR8D", "price": "$4.49", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "CESS-112-1f RCA to 1/4\" TS Audio Patch Cable, 12 Gauge, 2 Cables (1 Foot)", "asin": "B08RDV67SN", "price": "$12.99", "delivery": "Two-Day FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."},
{"title": "YABEDA 1/4 to RCA Cable,Gold Plated Heavy Duty Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable - 3.3 feet", "asin": "B08ZC4PTCV", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "VCE RCA to 1/4\" Audio Adapter, 6.35mm Mono Plug Male to RCA Female Connectors 6-Pack", "asin": "B0727VZXP5", "price": "$6.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Tisino RCA to 1/4 Cable, Dual RCA to Dual 1/4 inch TS Stereo Audio Interconnect Cable Patch Cords - 3.3 feet", "asin": "B083R5YRHX", "price": "$16.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "CableCreation RCA to 1/4 Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Copper Shell 2X 6.35mm 1/4 inch Male TS to 2 RCA Male Cable, 3FT", "asin": "B0CYZGDZNV", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "HOSONGIN RCA to 1/4 inch Cable 10 Feet,Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated High Elastic PVC Jacket", "asin": "B0B7HMSMZ1", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Devinal 1/4 to RCA Cable, Dual RCA to Dual 1/4 TS Interconnect Cable, Double 6.35mm Mono to 2 RCA/Phono Stereo Patch Cable Cord Adapter 16.6 Foot 5m", "asin": "B08VHZWN28", "price": "$18.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "J&D RCA to 1/4 Audio Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Audiowave Series 1/4 to RCA Cable Adapter with Nylon Braid, 3 Feet", "asin": "B07TP2XTY5", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters Short Dual 1/4\" TS to Dual RCA Cable - 3ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJS2Z6P", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Hosa CPR-103 Interconnect Cable - 1/4-inch TS Male to RCA Male - 3 foot", "asin": "B000068NXV", "price": "$5.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Qaoquda 6.35mm to 2 RCA Cable, Gold Plated 1/4 inch Mono TS Male to 2 Dual RCA Female Plug Y Splitter Adapter Cable - 8 Inch", "asin": "B0C2V416YC", "price": "$9.52", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Tisino 1/8 to 1/4 Stereo Cable, 1/8 Inch TRS Stereo to Dual 1/4 inch TS Mono Y-Splitter Cable 3.5mm Aux Mini Jack to Jack Breakout Cord - 3.3 feet", "asin": "B083R5BJ6P", "price": "$12.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2-Pack RCA to 1/4 Inch Audio Adapter, 6.35mm TS Mono Plug Male to RCA Female Connectors, Gold-Plated (2PCS)", "asin": "B0DKTDDNGX", "price": "$7.19", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "CERRXIAN RCA to 1/4 Inch Audio Cable, Gold Plated 6.35mm TS Mono Male to RCA Male Patch Cord (Black, 3m)", "asin": "B09JMT6F4T", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters 4-Pack RCA to 1/4 Adapter (1/4 to RCA Adapter)", "asin": "B08TPT2X67", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "RCA to 1/4 Cable 4 Feet, Dual 1/4 inch TS to Double RCA Stereo Audio Interconnect Cord, Oxygen-Free Copper OFC, 2 x 6.35mm 1/4 inch Mono Male TS to 2 RCA Male Cable with 5 Cable Ties", "asin": "B0C3VKHW5K", "price": "$9.49", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Ancable 4-Pack 1/4 Inch 6.35mm TS Female to RCA Male Adaptor", "asin": "B071XM5RRM", "price": "$7.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "PNGKNYOCN RCA to 1/4 Inch Adapter, Gold Plated RCA Male Plug to 6.35mm 1/4 Inch TS Female Audio Converter for Amplifiers, Speaker and More(2 Pack)", "asin": "B0BYNB3JMX", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "RCA to 1/4 Inch Adapter 2 Pack, 6.35mm Quarter Inch TS Mono Male to RCA Female Jack Plug, Gold-Plated Guitar Connectors, Audio Converter Premium Quality Series", "asin": "B0CKR5SJHX", "price": "$5.49", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Disino Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable Patch Cable Cords -6.6 ft", "asin": "B07HFCHGV9", "price": "$18.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"}]
<|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": "2025-04-15T01:08:49.360Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T00:01:22.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:24.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:27.087Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:28.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:30.747Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:32.006Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:01:39.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:09.093Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:28.536Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:34.917Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:36.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.002Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:37.618Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:38.569Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:39.793Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:18:44.683Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:40:41.096Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:41:54.610Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:41:56.280Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T00:48:54.513Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:48:55.135Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:50:04.482Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:50:04.683Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:50:53.291Z", "action": "click_product", "action_argument": "B08TTJ1JS6"}
{"timestamp": "2025-04-15T00:52:13.197Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:23.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:25.666Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:27.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:33.025Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:38.013Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:52:43.624Z", "action": "input", "action_argument": "1/4\" TRS to RCA cable"}
{"timestamp": "2025-04-15T00:53:09.560Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:53:10.850Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:53:12.818Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:56:30.186Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:56:33.567Z", "action": "input", "action_argument": "2 TRS to 2 RCA cable"}
{"timestamp": "2025-04-15T00:56:33.796Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:59:08.456Z", "action": "input", "action_argument": "1/4\" TRS to RCA"}
{"timestamp": "2025-04-15T00:59:08.671Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T00:59:38.765Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T00:59:54.307Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:25.388Z", "action": "click_product", "action_argument": "B07G59NMWF"}
{"timestamp": "2025-04-15T01:00:29.647Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:32.403Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:39.851Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:41.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:44.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:47.085Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:00:51.169Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:01:33.560Z", "action": "click_product", "action_argument": "B000068O17"}
{"timestamp": "2025-04-15T01:01:57.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:00.033Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:03.341Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:07.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:11.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:02:14.216Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:04:08.276Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T01:04:10.756Z", "action": "input", "action_argument": " TRS cable"}
{"timestamp": "2025-04-15T01:04:11.003Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T01:05:30.122Z", "action": "click_product", "action_argument": "B004NCS2SS"}
{"timestamp": "2025-04-15T01:05:49.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:05:59.363Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:00.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:08.056Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:09.758Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:11.708Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:13.637Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:19.599Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:23.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:27.302Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:06:29.551Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T01:08:34.508Z", "action": "input", "action_argument": "1/4\" TS to RCA"}
{"timestamp": "2025-04-15T01:08:35.921Z", "action": "click", "action_argument": "search"}
<|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": "1/4\" TS to RCA"}],
"cart_items": [{"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "price": "$15.88", "quantity": "1"},
{"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "price": "$13.50", "quantity": "1"}],
"promotion_items": [{"title": "J&D Dual 1/4 inch TS to RCA Cable, 9 feet, Heavy Duty Audio Interconnect, Compatible with AV Receiver, Speaker, Amplifier", "asin": "B08TTJ1JS6", "price": "$14.99", "quantity": ""},
{"title": "Cable Matters Dual 1/4\" TS to Dual RCA Cable - 6ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJR1LV4", "price": "$11.99", "quantity": ""},
{"title": "6ft RCA to 1/4 inch TS Cable - Dual RCA to Dual 1/4 inch TS", "asin": "B09T7464FW", "price": "$11.99", "quantity": ""},
{"title": "Devinal 1/4 to RCA Cable, Dual RCA to Dual 1/4 TS Interconnect Cable, Double 6.35mm Mono to 2 RCA/Phono Stereo Patch Cable Cord Adapter 20 Foot 6m", "asin": "B08VJ1FGWJ", "price": "$21.99", "quantity": ""},
{"title": "RCA to 1/4 TS Cable, Dual 1/4 Mono to Dual RCA Phono Stereo Interconnect Cable Patch Cord, No Noise, Copper Shielded, Gold-Plated, for Mixer/Speaker/AMP Audio Cord - 6.6FT", "asin": "B0B2K42M89", "price": "$16.99", "quantity": ""},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Heavy Duty 1/4 Male to RCA Male Adapter Stereo Audio Interconnect Quarter inch Cable, 3 Feet", "asin": "B08TTJ4KPR", "price": "$11.99", "quantity": ""},
{"title": "J&D 6.35mm TRS to Dual RCA Audio Cable, Copper Shell Heavy Duty 6.35mm 1/4 inch Male TRS to 2 RCA Male Stereo Audio Y Splitter Cable, 3 Feet", "asin": "B08TW6HDH8", "price": "$9.69", "quantity": ""},
{"title": "JSAUX RCA to 3.5mm Cable, \u30106.6ft/2M\u3011 Aux to RCA Headphone Male to Male Jack Adapter Nylon Braided 1/8 to RCA Audio Y Cord for Smartphones, MP3, Tablets, Speakers, HDTV -Grey", "asin": "B07D8M5DML", "price": "$6.99", "quantity": ""},
{"title": "J&D 6.35 mm to 2RCA Cable, Heavy Duty Copper Shell Joint 6.35mm 1/4 inch Male TRS to 2 RCA Female Splitter Stereo Audio Adapter Cable, 0.8 Feet", "asin": "B08TW71DCS", "price": "$9.95", "quantity": ""},
{"title": "Tisino RCA to 1/4 Cable, Dual RCA to Dual 1/4 inch TS Stereo Audio Interconnect Cable Patch Cords - 3.3 feet", "asin": "B083R5YRHX", "price": "$16.99", "quantity": ""}],
"search_results": [{"title": "J&D Dual 1/4 inch TS to RCA Cable, 9 feet, Heavy Duty Audio Interconnect, Compatible with AV Receiver, Speaker, Amplifier", "asin": "B08TTJ1JS6", "price": "$14.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Disino Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable Patch Cable Cords -3.3 ft", "asin": "B07HFC4NX7", "price": "$15.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Hosa CPR-202 Dual 1/4\" TS to Dual RCA Stereo Interconnect Cable, 2 Meters, 6.6 Feet, Black", "asin": "B000068O17", "price": "$10.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Heavy Duty 1/4 Male to RCA Male Adapter Stereo Audio Interconnect Quarter inch Cable, 6 Feet", "asin": "B08TTFRS1R", "price": "$12.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Audiowave Series 2 x 6.35 mm Male TS to 2 RCA Male PVC Shelled Adapter Cable, 6 Feet", "asin": "B0BCFGFLW6", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D RCA to 1/4 Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cord, Gold Plated Copper Shell Heavy Duty 2X 6.35mm 1/4 inch Male TS to 2 RCA Male Adapter Cable, 6 Feet", "asin": "B07G59NMWF", "price": "$11.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters Dual 1/4\" TS to Dual RCA Cable - 6ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJR1LV4", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Hosa GPR-101 RCA to 1/4 inch TS Adaptors (2 pieces), Black, Tablet", "asin": "B000068O3S", "price": "$3.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, RCA to 1/4 Cable Heavy Duty Aluminum Alloy Shell Gold Plated Plug for Home Theater, Amplifiers, Hi-Fi Systems, 6 Feet", "asin": "B0CB3M8TH1", "price": "$5.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "J&D Dual 1/4 inch TS to Dual RCA Cable, Purple Aluminum Alloy Shell Gold Plated 2x6.35mm Male TS to 2 RCA Male Adapter Interconnect Cable for Mixer Amplifier Speaker, 6 Feet", "asin": "B0CKQKFR8D", "price": "$4.49", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "CESS-112-1f RCA to 1/4\" TS Audio Patch Cable, 12 Gauge, 2 Cables (1 Foot)", "asin": "B08RDV67SN", "price": "$12.99", "delivery": "Two-Day FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."},
{"title": "YABEDA 1/4 to RCA Cable,Gold Plated Heavy Duty Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable - 3.3 feet", "asin": "B08ZC4PTCV", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "VCE RCA to 1/4\" Audio Adapter, 6.35mm Mono Plug Male to RCA Female Connectors 6-Pack", "asin": "B0727VZXP5", "price": "$6.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Tisino RCA to 1/4 Cable, Dual RCA to Dual 1/4 inch TS Stereo Audio Interconnect Cable Patch Cords - 3.3 feet", "asin": "B083R5YRHX", "price": "$16.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "CableCreation RCA to 1/4 Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Copper Shell 2X 6.35mm 1/4 inch Male TS to 2 RCA Male Cable, 3FT", "asin": "B0CYZGDZNV", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "HOSONGIN RCA to 1/4 inch Cable 10 Feet,Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated High Elastic PVC Jacket", "asin": "B0B7HMSMZ1", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Devinal 1/4 to RCA Cable, Dual RCA to Dual 1/4 TS Interconnect Cable, Double 6.35mm Mono to 2 RCA/Phono Stereo Patch Cable Cord Adapter 16.6 Foot 5m", "asin": "B08VHZWN28", "price": "$18.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "J&D RCA to 1/4 Audio Cable, Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable, Gold Plated Audiowave Series 1/4 to RCA Cable Adapter with Nylon Braid, 3 Feet", "asin": "B07TP2XTY5", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters Short Dual 1/4\" TS to Dual RCA Cable - 3ft, 1/4 Inch to RCA Stereo Audio Interconnect Cable for Audio Equipment", "asin": "B0DLJS2Z6P", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Hosa CPR-103 Interconnect Cable - 1/4-inch TS Male to RCA Male - 3 foot", "asin": "B000068NXV", "price": "$5.95", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Qaoquda 6.35mm to 2 RCA Cable, Gold Plated 1/4 inch Mono TS Male to 2 Dual RCA Female Plug Y Splitter Adapter Cable - 8 Inch", "asin": "B0C2V416YC", "price": "$9.52", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Tisino 1/8 to 1/4 Stereo Cable, 1/8 Inch TRS Stereo to Dual 1/4 inch TS Mono Y-Splitter Cable 3.5mm Aux Mini Jack to Jack Breakout Cord - 3.3 feet", "asin": "B083R5BJ6P", "price": "$12.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2-Pack RCA to 1/4 Inch Audio Adapter, 6.35mm TS Mono Plug Male to RCA Female Connectors, Gold-Plated (2PCS)", "asin": "B0DKTDDNGX", "price": "$7.19", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "CERRXIAN RCA to 1/4 Inch Audio Cable, Gold Plated 6.35mm TS Mono Male to RCA Male Patch Cord (Black, 3m)", "asin": "B09JMT6F4T", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cable Matters 4-Pack RCA to 1/4 Adapter (1/4 to RCA Adapter)", "asin": "B08TPT2X67", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "RCA to 1/4 Cable 4 Feet, Dual 1/4 inch TS to Double RCA Stereo Audio Interconnect Cord, Oxygen-Free Copper OFC, 2 x 6.35mm 1/4 inch Mono Male TS to 2 RCA Male Cable with 5 Cable Ties", "asin": "B0C3VKHW5K", "price": "$9.49", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Ancable 4-Pack 1/4 Inch 6.35mm TS Female to RCA Male Adaptor", "asin": "B071XM5RRM", "price": "$7.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "PNGKNYOCN RCA to 1/4 Inch Adapter, Gold Plated RCA Male Plug to 6.35mm 1/4 Inch TS Female Audio Converter for Amplifiers, Speaker and More(2 Pack)", "asin": "B0BYNB3JMX", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "RCA to 1/4 Inch Adapter 2 Pack, 6.35mm Quarter Inch TS Mono Male to RCA Female Jack Plug, Gold-Plated Guitar Connectors, Audio Converter Premium Quality Series", "asin": "B0CKR5SJHX", "price": "$5.49", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Disino Dual 1/4 inch TS to Dual RCA Stereo Audio Interconnect Cable Patch Cable Cords -6.6 ft", "asin": "B07HFCHGV9", "price": "$18.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"}]
<|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": "2025-04-15T01:08:49.360Z", // 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>
